{"id":"645767","acronym":"VirCoin2SME","name":"Social, complementary or community virtual currencies transfer of knowledge to SME: a new era for competitiveness and entrepreneurship","offer":"With the advent of social networks and Mobile networks, new online communities are being created around sustainable topics (environmental, social, community development). The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe. VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies. 3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.  Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","objective":"With the advent of social networks and Mobile networks, new online communities are being created around sustainable topics (environmental, social, community development). The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe. VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies. 3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.  Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalSourceVersion":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","textHash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d","sourceUrl":"https://cordis.europa.eu/project/id/645767","country":"ES","participantCountries":["BE","CO","DE","EC","ES"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2020-06-05 10:35:06","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:a7d00ebe1bd054443aa4f6de22817211db1fbc8d6e0d52f7c0cb8697104a95f7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to domestic technology development in developing countries is contingent upon verifying that the actual beneficiaries of the research and guidelines are located in developing countries, as the current project description does not specify a geographic context.","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","reason":"purpose: The project explicitly aims to study and analyze mechanisms of digital innovation and virtual currencies to support business development and entrepreneurship, aligning with domestic technology development and research objectives.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to study and analyze mechanisms of digital innovation and virtual currencies to support business development and entrepreneurship, aligning with domestic technology development and research objectives.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"a7d00ebe1bd054443aa4f6de22817211db1fbc8d6e0d52f7c0cb8697104a95f7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-28T04:24:53.375071+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-e1568043d1b8d43d36e07470","act-8a5f7e66e7c1bc5531b176b6","act-59d0b87ce217f9f3bb9b4aaf"],"activity_refs":["a3","a4","a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a3","a4","a5"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-e1568043d1b8d43d36e07470","conditions":null,"description":"The project will study how business development can be deployed around the ecosystem of social networks and virtual currencies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-8a5f7e66e7c1bc5531b176b6","conditions":null,"description":"The project will compare different models of social networks influence on business processes.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-59d0b87ce217f9f3bb9b4aaf","conditions":null,"description":"The project will analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:0ff541ce735d24ad5331481e078fc51bee8639882309c23fa91d0378a5b9c58e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","reason":"purpose: The project plans to develop guidelines for sustainable business models but does not explicitly state that it will change how a specific product, material, or waste stream is produced, consumed, or disposed of in a named sector.\nscope: The project targets specific sectors (healthcare and tourism) and involves private companies, establishing an identifiable production practice and system without geographic restriction.","checks":[{"evidence_ids":["s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project plans to develop guidelines for sustainable business models but does not explicitly state that it will change how a specific product, material, or waste stream is produced, consumed, or disposed of in a named sector.","status":"not_met"},{"evidence_ids":["s4","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets specific sectors (healthcare and tourism) and involves private companies, establishing an identifiable production practice and system without geographic restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"0ff541ce735d24ad5331481e078fc51bee8639882309c23fa91d0378a5b9c58e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:31:58.715223+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-d734f3605175c8da35e7ec66","act-ff833504e9e0996c6c7c8a1c","act-30843a776afcdca3bf8363fd"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":[],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-d734f3605175c8da35e7ec66","conditions":null,"description":"The project will research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ff833504e9e0996c6c7c8a1c","conditions":"for healthcare and tourism sectors","description":"The project will develop two sector-oriented proposals for developing sustainable business models based on the use of complementary and/or virtual currencies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-30843a776afcdca3bf8363fd","conditions":"using healthcare and tourism as use cases","description":"Research entities will design the methodology and elaborate final guidelines according to actual business scenarios defined and analyzed by private companies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.1","name":"Implement the 10‑Year Framework of Programmes on Sustainable Consumption and Production Patterns, all countries taking action, with developed countries taking the lead, taking into account the development and capabilities of developing countries","uri":"http://data.europa.eu/sdg/12.1","state":"no_mapping","strength":"partial","assertionId":"mapping:f8cca3f3a223f1ce15c42de0a24260b91c4e67cbd6b24cc7a6a0cfa6a9a707ac","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\nWith the advent of social networks and Mobile networks, new online communities are being created around sustainable topics (environmental, social, community development).\n\nThe phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.","reason":"purpose: The project aims to study business development and virtual currency adoption mechanisms, not to implement the 10-Year Framework on Sustainable Consumption and Production Patterns.\nscope: The project does not establish a connection to the 10-Year Framework or its evidenced programmes; it focuses on digital innovation and virtual currencies.","checks":[{"evidence_ids":["s3","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project aims to study business development and virtual currency adoption mechanisms, not to implement the 10-Year Framework on Sustainable Consumption and Production Patterns.","status":"not_met"},{"evidence_ids":["s3","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project does not establish a connection to the 10-Year Framework or its evidenced programmes; it focuses on digital innovation and virtual currencies.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":170,"kind":"text","quote":"With the advent of social networks and Mobile networks, new online communities are being created around sustainable topics (environmental, social, community development).","start":0,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":528,"kind":"text","quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.","start":171,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"f8cca3f3a223f1ce15c42de0a24260b91c4e67cbd6b24cc7a6a0cfa6a9a707ac","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"af0def2e2e371e194615f30c963b474040a99a424702c7d036469045922fc7d0","recordedAt":"2026-09-28T04:23:08.182884+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-e1568043d1b8d43d36e07470","act-8a5f7e66e7c1bc5531b176b6","act-59d0b87ce217f9f3bb9b4aaf"],"activity_refs":["a3","a4","a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a3","a4","a5"],"scope":["a3","a4","a5"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-e1568043d1b8d43d36e07470","conditions":null,"description":"The project will study how business development can be deployed around the ecosystem of social networks and virtual currencies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-8a5f7e66e7c1bc5531b176b6","conditions":null,"description":"The project will compare different models of social networks influence on business processes.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-59d0b87ce217f9f3bb9b4aaf","conditions":null,"description":"The project will analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.6","name":"Encourage companies, especially large and transnational companies, to adopt sustainable practices and to integrate sustainability information into their reporting cycle","uri":"http://data.europa.eu/sdg/12.6","state":"no_mapping","strength":"partial","assertionId":"mapping:5d41c3209c5c85a598f3f33640a46cd0e01f668a7d3ae59457df563cb8de53a5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: The project focuses on studying mechanisms and developing guidelines for virtual currencies, not on encouraging companies to adopt sustainable practices or integrate sustainability reporting.\nscope: The project targets SMEs in healthcare and tourism to develop business models, rather than encouraging companies to adopt sustainable practices or integrate sustainability reporting.","checks":[{"evidence_ids":["s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on studying mechanisms and developing guidelines for virtual currencies, not on encouraging companies to adopt sustainable practices or integrate sustainability reporting.","status":"not_met"},{"evidence_ids":["s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets SMEs in healthcare and tourism to develop business models, rather than encouraging companies to adopt sustainable practices or integrate sustainability reporting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"5d41c3209c5c85a598f3f33640a46cd0e01f668a7d3ae59457df563cb8de53a5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cfe28b188d3f3a9edf711e49575bf0abe997398bdccfe73fd1e58c9b11adc1ca","recordedAt":"2026-09-28T04:23:08.187196+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:496d3b55c68313fe18589fd6d1ae5d1365b1d2b057c483806e90498fdc109bdf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nVirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: Project plans to develop guidelines for sustainable business models in healthcare and tourism, explicitly strengthening capacity for sustainable consumption and production patterns.\nscope: Proposed use cases (healthcare, tourism) are not developing countries; dissemination is limited to Europe and international contexts, failing the developing country beneficiary requirement.","checks":[{"evidence_ids":["s4","s3"],"id":"purpose","missing_evidence":null,"reason":"Project plans to develop guidelines for sustainable business models in healthcare and tourism, explicitly strengthening capacity for sustainable consumption and production patterns.","status":"supported"},{"evidence_ids":["s4","s5"],"id":"scope","missing_evidence":null,"reason":"Proposed use cases (healthcare, tourism) are not developing countries; dissemination is limited to Europe and international contexts, failing the developing country beneficiary requirement.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"496d3b55c68313fe18589fd6d1ae5d1365b1d2b057c483806e90498fdc109bdf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-28T04:23:08.188815+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-d734f3605175c8da35e7ec66","act-ff833504e9e0996c6c7c8a1c","act-30843a776afcdca3bf8363fd"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s5"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-d734f3605175c8da35e7ec66","conditions":null,"description":"The project will research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ff833504e9e0996c6c7c8a1c","conditions":"for healthcare and tourism sectors","description":"The project will develop two sector-oriented proposals for developing sustainable business models based on the use of complementary and/or virtual currencies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-30843a776afcdca3bf8363fd","conditions":"using healthcare and tourism as use cases","description":"Research entities will design the methodology and elaborate final guidelines according to actual business scenarios defined and analyzed by private companies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:705c961568e93dd82ab64b5f27ba0222951ca851b780642e459bb6bb061d8872","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.\n\nVirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: The project focuses on SME competitiveness and entrepreneurship in Europe, not building a means of implementation for developing countries.\nscope: The project targets SMEs in Europe and internationally, lacking a specific implementation mechanism for sustainable development in developing countries.","checks":[{"evidence_ids":["s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on SME competitiveness and entrepreneurship in Europe, not building a means of implementation for developing countries.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project targets SMEs in Europe and internationally, lacking a specific implementation mechanism for sustainable development in developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":528,"kind":"text","quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.","start":171,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"705c961568e93dd82ab64b5f27ba0222951ca851b780642e459bb6bb061d8872","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T04:23:08.190112+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:c960e03e31383d8308216598622af89c969f6223d6ed3dc0c10b4aba476253b4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.\n\nVirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: The project aims to generate knowledge and guidelines for SMEs, not to build a global partnership as a stated deliverable. The work is research and dissemination, not partnership building.\nscope: Dissemination targets Europe and internationally, but no actual partnership mechanism is established or evidenced. The activity is knowledge transfer, not partnership formation.","checks":[{"evidence_ids":["s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to generate knowledge and guidelines for SMEs, not to build a global partnership as a stated deliverable. The work is research and dissemination, not partnership building.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"Dissemination targets Europe and internationally, but no actual partnership mechanism is established or evidenced. The activity is knowledge transfer, not partnership formation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":528,"kind":"text","quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.","start":171,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"c960e03e31383d8308216598622af89c969f6223d6ed3dc0c10b4aba476253b4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d1927112c1b735f8ae34dcd014149fca91b662463f23dfe10da8135b06b7dc81","recordedAt":"2026-09-28T13:14:16.154944+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:10afc8ab82d9ca6bfbd191fbbba9414da2a4c610062e3555bdc37da0fcf03b57","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","reason":"purpose: The project focuses on business models for healthcare and tourism, not on human health interventions or mechanisms. It does not meet the condition.\nscope: The project explicitly targets the healthcare sector, which is a particular age group or population eligible for this criterion.","checks":[{"evidence_ids":["s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on business models for healthcare and tourism, not on human health interventions or mechanisms. It does not meet the condition.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets the healthcare sector, which is a particular age group or population eligible for this criterion.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"10afc8ab82d9ca6bfbd191fbbba9414da2a4c610062e3555bdc37da0fcf03b57","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-28T04:24:53.364924+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-d734f3605175c8da35e7ec66","act-ff833504e9e0996c6c7c8a1c","act-30843a776afcdca3bf8363fd"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":[],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-d734f3605175c8da35e7ec66","conditions":null,"description":"The project will research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ff833504e9e0996c6c7c8a1c","conditions":"for healthcare and tourism sectors","description":"The project will develop two sector-oriented proposals for developing sustainable business models based on the use of complementary and/or virtual currencies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-30843a776afcdca3bf8363fd","conditions":"using healthcare and tourism as use cases","description":"Research entities will design the methodology and elaborate final guidelines according to actual business scenarios defined and analyzed by private companies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.b","name":"Support the research and development of vaccines and medicines for the communicable and non‑communicable diseases that primarily affect developing countries, provide access to affordable essential medicines and vaccines, in accordance with the Doha Declaration on the TRIPS Agreement and Public Health, which affirms the right of developing countries to use to the full the provisions in the Agreement on Trade-Related Aspects of Intellectual Property Rights regarding flexibilities to protect public health, and, in particular, provide access to medicines for all","uri":"http://data.europa.eu/sdg/3.b","state":"no_mapping","strength":"partial","assertionId":"mapping:7e0aa53bacb911343abf377ee7b34360089287a2410ed9c96b6fb6b863a4e7b9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.\n\nVirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: The project focuses on virtual currencies and business models for healthcare/tourism, not vaccine or medicine R&D.\nscope: The project targets general business sustainability, not diseases affecting developing countries or essential medicine access.","checks":[{"evidence_ids":["s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on virtual currencies and business models for healthcare/tourism, not vaccine or medicine R&D.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets general business sustainability, not diseases affecting developing countries or essential medicine access.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":528,"kind":"text","quote":"The phenomena, known as digital social innovation, generates a positive ecosystem where business and social development enabled with new behaviours boosted by social, complementary or community currencies deployed as virtual currencies have a great potential for competitiveness, and entrepreneurship, but also for fostering social responsibility in Europe.","start":171,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"7e0aa53bacb911343abf377ee7b34360089287a2410ed9c96b6fb6b863a4e7b9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"baf47ef6061c87e1f0306bd32f4bf332cc8bdb1cf2c26b466a6015cb9ec820d0","recordedAt":"2026-09-28T04:24:53.368654+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:0c6cb2561d67e2880fdeced74860176e6aacebeb738a56a9ef7fe0e98ffd7435","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nVirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: Project aims to develop sector-oriented proposals for business models, not to directly target employment or enterprise development as an activity. Expected benefits like competitiveness are prohibited.\nscope: Proposals target healthcare and tourism sectors, which are identifiable economies. Dissemination ensures international reach, satisfying the no country restriction and substantive goal limb.","checks":[{"evidence_ids":["s4","s3"],"id":"purpose","missing_evidence":null,"reason":"Project aims to develop sector-oriented proposals for business models, not to directly target employment or enterprise development as an activity. Expected benefits like competitiveness are prohibited.","status":"not_met"},{"evidence_ids":["s4","s5"],"id":"scope","missing_evidence":null,"reason":"Proposals target healthcare and tourism sectors, which are identifiable economies. Dissemination ensures international reach, satisfying the no country restriction and substantive goal limb.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"0c6cb2561d67e2880fdeced74860176e6aacebeb738a56a9ef7fe0e98ffd7435","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T13:15:09.344056+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-d734f3605175c8da35e7ec66","act-ff833504e9e0996c6c7c8a1c","act-30843a776afcdca3bf8363fd"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s5"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-d734f3605175c8da35e7ec66","conditions":null,"description":"The project will research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ff833504e9e0996c6c7c8a1c","conditions":"for healthcare and tourism sectors","description":"The project will develop two sector-oriented proposals for developing sustainable business models based on the use of complementary and/or virtual currencies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-30843a776afcdca3bf8363fd","conditions":"using healthcare and tourism as use cases","description":"Research entities will design the methodology and elaborate final guidelines according to actual business scenarios defined and analyzed by private companies.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true}],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:ccfd7b3ba8e42583b2540a604daa34cfc7accc331a6de16713a9454a93b7e8ef","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.\n\n3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.\n\nDissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","reason":"purpose: Project develops proposals and guidelines for business models rather than building infrastructure, upgrading industrial processes, or bringing technology into use in an identified industry.\nscope: Project work consists of research, analysis, and guideline development. It does not identify specific infrastructure, industrial processes, usable technology, or innovation systems as the direct object of its own work.","checks":[{"evidence_ids":["s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"Project develops proposals and guidelines for business models rather than building infrastructure, upgrading industrial processes, or bringing technology into use in an identified industry.","status":"not_met"},{"evidence_ids":["s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"Project work consists of research, analysis, and guideline development. It does not identify specific infrastructure, industrial processes, usable technology, or innovation systems as the direct object of its own work.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":990,"kind":"text","quote":"VirCoin2SME projects aims at studying how the business development could be fully deployed around the ecosystem of social networks and virtual currencies, which facilities new exchanges for wealthier communities.Research objectives to be developed in VirCoin2SME project are:1.To compare different models of social networks influence on business processes 2.To analyze the mechanisms behind the adoption of social, complementary or community virtual currencies.","start":529,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1747,"kind":"text","quote":"3.To research on the potential impact of digital innovation and alternative currencies development in social, environmental and economic sustainability.4.To develop two sector-oriented proposals/guidelines (healthcare and tourism) for developing sustainable business models based on the use of complementary and/or virtual currenciesThe previous research objectives will be achieved by implementing a collaborative working scheme where research entities will design the methodology and elaborate final guidelines to develop, according to the actual business scenarios defined and analyzed by the private companies involved in VirCoin2SME, in the two respective sectors that will act as use cases for study and proposals development: healthcare and tourism.","start":991,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"},{"end":1992,"kind":"text","quote":"Dissemination and communication activities will be designed and developed in parallel to ensure the wider impact of the knowledge generated and to foster new business generation around sustainable models not only in Europe,but internationally.","start":1749,"text_hash":"baf407a06abc093af448176dd63592d0cd707c843fb78d5dea72efeb54d11d8d"}],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","originalAssertionId":"ccfd7b3ba8e42583b2540a604daa34cfc7accc331a6de16713a9454a93b7e8ef","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T04:24:53.373640+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"9f457f5dd1be6ae3fdffea349c6aeb726e557aaff346d1579b10af3b50a2b79a","sheet_sha256":"e0b3c8d80d4bca8ba0636ae43f3e1e3150016eda0a1e041aa60758595f30f26b","sheet_version":"mesh-activity-sheet-v3","source_version":"97b0b594fe27c08a7bb59a30459e9a3ee276246ffaae267a939af03af5c6e323","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8.9","uri":"http://data.europa.eu/sdg/8.9","name":"By 2030, devise and implement policies to promote sustainable tourism that creates jobs and promotes local culture and products","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.3","uri":"http://data.europa.eu/sdg/9.3","name":"Increase the access of small-scale industrial and other enterprises, in particular in developing countries, to financial services, including affordable credit, and their integration into value chains and markets","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3c532e34ebc2c13b0b11e122fe67418381826bc17557f765a256429c7f5e3502","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"VirCoin2SME","title":"Social, complementary or community virtual currencies transfer of knowledge to SME: a new era for competitiveness and entrepreneurship","status":"CLOSED","startDate":"2014-12-01","endDate":"2016-11-30","ecSignatureDate":"2014-11-26","totalCost":378000.0,"ecMaxContribution":378000.0,"frameworkProgramme":"H2020","fundingScheme":"MSCA-RISE","masterCall":"H2020-MSCA-RISE-2014","subCall":"H2020-MSCA-RISE-2014","grantDoi":"10.3030/645767","keywords":["social innovation","virtual currencies","enterpreneurship"],"contentUpdateDate":"2020-06-05 10:35:06","topics":[{"code":"MSCA-RISE-2014","title":"Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE)"}],"legalBasis":[{"code":"H2020-EU.1.3.","title":"EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions","main":true},{"code":"H2020-EU.1.3.3.","title":"Stimulating innovation by means of cross-fertilisation of knowledge","main":false}],"euroSciVoc":[{"code":"/29/91/523/1309","path":"social sciences/economics and business/business and management/entrepreneurship","title":"entrepreneurship"}],"policyPriorities":null,"organisations":[{"name":"UNIVERSITAT DE GIRONA","shortName":"UNIVERSITAT DE GIRONA","role":"coordinator","country":"ES","city":"Girona","activityType":"HES","sme":false,"ecContribution":108000.0,"totalCost":108000.0,"geolocation":[41.98311,2.82493],"order":1},{"name":"EASY INNOVA S.L.","shortName":"EASYINNOVA","role":"participant","country":"ES","city":"Girona","activityType":"PRC","sme":true,"ecContribution":108000.0,"totalCost":108000.0,"geolocation":[41.9793006,2.8199439],"order":2},{"name":"FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV","shortName":"Fraunhofer","role":"participant","country":"DE","city":"Munchen","activityType":"REC","sme":false,"ecContribution":81000.0,"totalCost":81000.0,"geolocation":[48.132741991,11.53014802],"order":3},{"name":"ADMIN LEUVEN bvba","shortName":"ADMIN LEUVEN bvba","role":"participant","country":"BE","city":"Leuven","activityType":"PRC","sme":true,"ecContribution":81000.0,"totalCost":81000.0,"geolocation":[50.8816238,4.700382],"order":4},{"name":"UNIVERSIDAD AUTONOMA DE BUCARAMANGA","shortName":"UNAB","role":"partner","country":"CO","city":"Bucaramanga","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[7.1114611,-73.1172869],"order":5},{"name":"ESTRATEGIAS SOSTENIBLES EKOSOS SA","shortName":"Estrategias Sostenibles Ekosos","role":"partner","country":"EC","city":"Quito","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[-0.2130423,-78.501997],"order":6}],"topicDetails":[{"identifier":"MSCA-RISE-2014","title":"Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE)","callIdentifier":"H2020-MSCA-RISE-2014","callTitle":"Marie Skłodowska-Curie Research and Innovation Staff Exchange (RISE) ","programme":"Horizon 2020 Framework Programme","programmeDivisions":["EC Treaty","Excellent Science","Stimulating innovation by means of cross-fertilisation of knowledge","Marie-Sklodowska-Curie Actions"],"typeOfAction":"MSCA-RISE RISE","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"0":70000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objective:\nThe RISE scheme will promote international and inter-sector collaboration through research and innovation staff exchanges, and sharing of knowledge and ideas from research to market (and vice-versa) for the advancement of science and the development of innovation.\nThe scheme fosters a shared culture of research and innovation that welcomes and rewards creativity and entrepreneurship and helps to turn creative ideas into innovative products, services or processes.\nScope:\nRISE involves organisations from the academic and non-academic sectors (in particular SMEs), based in Europe (EU Member States and Associated Countries) and outside Europe (third countries).\nSupport is provided for the development of partnerships in the form of joint research and innovation activities between the participants. This is aimed at knowledge sharing via international as well as inter-sectoral mobility, based on two-way secondments of research and innovation staff (exchanges) with an in-built return mechanism.\nThe organisations constituting the partnership contribute directly to the implementation of the joint research and innovation activities by seconding and/or hosting eligible staff members.\nThe proposed research and innovation activities should exploit complementary competences of the participants, as well as other synergies, and enable networking activities, organisation of workshops and conferences to facilitate sharing of knowledge, new skills acquisition and career development for research and innovation staff members.\nActivities can focus either on one dimension of mobility (intersectoral / international), or include a combination of both.\nExchanges can be for both early-stage and experienced researchers' levels and can also include administrative, managerial and technical staff supporting the research and innovation activities of the proposal.\nSupport for the exchanges between institutions in the EU Member States and Associated Countries covers only inter-sectoral secondments.\nExchanges with institutions from third countries can be inter-sectoral secondments as well as secondments within the same sector.\nNo secondments between institutions located in third countries or within the same EU Member State or Associated Country can be supported.\nExpected impact:\n•         Research and innovation activities under RISE are expected to build or enhance new and existing networks of international and inter-sectoral cooperation. They will significantly strengthen the interaction between organisations in the academic and non-academic sectors, and between Europe and third countries.\n•         In terms of knowledge sharing and broad skills development, they will better align different cultures and expectations, with a view to a more effective contribution of research and innovation to Europe's knowledge economy and society.\nType of action: Marie Skłodowska-Curie action.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/MSCA-RISE-2014"}]}}
{"id":"101105224","acronym":"Irish identities","name":"Irish Identities and Political Thought in Early Modern Historical Writing: Greek and Roman Sources","offer":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland. This project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677). Their narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries. The project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe. The results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities. The proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland. AU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","objective":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland. This project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677). Their narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries. The project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe. The results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities. The proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland. AU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","sourceVersion":"3ca31ae872bfe807a01ed3eb5bf75c5eddab845436960b9597099153b477f844","originalSourceVersion":"63bfd55b92e60c4509366f2ddbb62c8a48ec578454d32ac029be86cbe8649ee7","textHash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d","sourceUrl":"https://cordis.europa.eu/project/id/101105224","country":"DK","participantCountries":["DK"],"programme":"HORIZON","status":"CLOSED","sourceUpdated":"2024-12-31 09:30:22","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"no_mapping","strength":"partial","assertionId":"mapping:fee97ea556c9bc42fc74ade95ed88d991e8d46237175034d9c61c06d507496bb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland.\n\nThis project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677).\n\nTheir narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries.\n\nThe project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe.\n\nThe results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities.\n\nThe proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland.\n\nAU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","reason":"purpose: The project investigates historical texts and political thought, not educational activities or planned research for education. No stated educational pathway exists.\nscope: The project scope covers historical analysis of Irish identities, not an identifiable learner population or educational opportunity. No educational improvement is described.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project investigates historical texts and political thought, not educational activities or planned research for education. No stated educational pathway exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project scope covers historical analysis of Irish identities, not an identifiable learner population or educational opportunity. No educational improvement is described.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":388,"kind":"text","quote":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland.","start":0,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":628,"kind":"text","quote":"This project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677).","start":389,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":928,"kind":"text","quote":"Their narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries.","start":629,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1258,"kind":"text","quote":"The project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe.","start":929,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1514,"kind":"text","quote":"The results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities.","start":1259,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1731,"kind":"text","quote":"The proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland.","start":1515,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1912,"kind":"text","quote":"AU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","start":1732,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"}],"sourceVersion":"3ca31ae872bfe807a01ed3eb5bf75c5eddab845436960b9597099153b477f844","originalAssertionId":"fee97ea556c9bc42fc74ade95ed88d991e8d46237175034d9c61c06d507496bb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-27T03:45:40.885318+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a5","a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"3959d46701db4f0f129c9c3d453b24764d2bb86df956862b47ad11ea1634ded8","sheet_sha256":"5f3f0e44be1cc8b3ce55098a0bf13ae13a0cce3fdc991ef8d35d4cc0cda1e549","sheet_version":"mesh-activity-sheet-v3","source_version":"63bfd55b92e60c4509366f2ddbb62c8a48ec578454d32ac029be86cbe8649ee7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"5.5","name":"Ensure women’s full and effective participation and equal opportunities for leadership at all levels of decision-making in political, economic and public life","uri":"http://data.europa.eu/sdg/5.5","state":"no_mapping","strength":"partial","assertionId":"mapping:f46754ccc649f0a0f67e0e970c4225aa4ed4cbd9b31cceb23f1e45aaa846b432","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland.\n\nThis project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677).\n\nTheir narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries.\n\nThe project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe.\n\nThe results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities.\n\nThe proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland.\n\nAU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","reason":"purpose: The project investigates early modern Irish historical writing and classical rhetoric, not women's participation in decision-making or leadership.\nscope: The project focuses on Irish national identity and political thought, with no contribution concerning women's decision-making or leadership in political, economic, or public life.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project investigates early modern Irish historical writing and classical rhetoric, not women's participation in decision-making or leadership.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project focuses on Irish national identity and political thought, with no contribution concerning women's decision-making or leadership in political, economic, or public life.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":388,"kind":"text","quote":"Current political debates relating to Brexit, the Northern Ireland Protocol, and the integration of the Republic of Ireland into the European Union, which reveal the pluralism of Irish identities including European, nationalist, and unionist visions, can be traced back to seventeenth-century reflections on conquest, state-formation, the Reformation, and colonial plantations in Ireland.","start":0,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":628,"kind":"text","quote":"This project investigates two foundational pieces of the seventeenth-century Irish historical writing: the Irish-language Foras Feasa ar Éirinn by Geoffrey Keating (1580-1644) and the Neo-Latin Cambrensis Eversus by John Lynch (1599-1677).","start":389,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":928,"kind":"text","quote":"Their narratives defended the history of Ireland from claims by the twelfth-century historian Giraldus Cambrensis about the ‘barbarous’ nature of the Irish people which were utilized by his early modern followers to justify the English conquest of Ireland in the sixteenth and seventeenth centuries.","start":629,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1258,"kind":"text","quote":"The project asks how and why early modern Irish authors exploited the cultural capital of classical rhetoric, history, and political thought through both Irish and Latin in order to fashion a distinct representation of Irish history, which underlined connections between Ireland and Britain as well as between Ireland and Europe.","start":929,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1514,"kind":"text","quote":"The results of the study will impact current understanding of the varieties of Irish national discourse as the Irish Republic reflects on a centenary of independence from Britain and on a fiftieth anniversary of its membership of the European Communities.","start":1259,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1731,"kind":"text","quote":"The proposed research would be carried out at Aarhus University which excels in interdisciplinary research on European literature and culture, including Classical languages and culture and their reception in Ireland.","start":1515,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"},{"end":1912,"kind":"text","quote":"AU university will enable me to update my expertise in early modern Irish and Neo-Latin languages and in Classical reception, which is necessary for the completion of this project.","start":1732,"text_hash":"5bdc603027b3dd9990ad354f438dbd1e050a697e1745311ac8a56eec9a9fcd2d"}],"sourceVersion":"3ca31ae872bfe807a01ed3eb5bf75c5eddab845436960b9597099153b477f844","originalAssertionId":"f46754ccc649f0a0f67e0e970c4225aa4ed4cbd9b31cceb23f1e45aaa846b432","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"6e67858b334f48097a238127f7d09d34515739ed8d9fc7367cdcbd1af4c55c18","recordedAt":"2026-09-28T18:49:55.624260+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"3959d46701db4f0f129c9c3d453b24764d2bb86df956862b47ad11ea1634ded8","sheet_sha256":"5f3f0e44be1cc8b3ce55098a0bf13ae13a0cce3fdc991ef8d35d4cc0cda1e549","sheet_version":"mesh-activity-sheet-v3","source_version":"63bfd55b92e60c4509366f2ddbb62c8a48ec578454d32ac029be86cbe8649ee7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3ca31ae872bfe807a01ed3eb5bf75c5eddab845436960b9597099153b477f844","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"Irish identities","title":"Irish Identities and Political Thought in Early Modern Historical Writing: Greek and Roman Sources","status":"CLOSED","startDate":"2023-09-01","endDate":"2025-08-31","ecSignatureDate":"2023-04-13","totalCost":0.0,"ecMaxContribution":230774.4,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2022-PF-01","subCall":"HORIZON-MSCA-2022-PF-01","grantDoi":"10.3030/101105224","keywords":["Ireland; Irish identities; Early Modern Ireland; Celtic; Neo-Latin; Classical reception; British monarchy"],"contentUpdateDate":"2024-12-31 09:30:22","topics":[{"code":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/31/113/613","path":"humanities/history and archaeology/history","title":"history"},{"code":"/31/107/577/581/1393","path":"humanities/languages and literature/literature studies/literary genres/essays","title":"essays"},{"code":"/31/107/577/30042","path":"humanities/languages and literature/literature studies/history of literature","title":"history of literature"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":40.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"AARHUS UNIVERSITET","shortName":"AU","role":"coordinator","country":"DK","city":"Aarhus C","activityType":"HES","sme":false,"ecContribution":230774.4,"totalCost":0.0,"geolocation":[56.171028417,10.199380829],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022","callIdentifier":"HORIZON-MSCA-2022-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2022","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2022-05-11","deadlineDates":["2022-09-13"],"budget":null,"keywords":[],"description":"Expected Outcome:\nProject results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through interdisciplinary, inter-sectoral and international experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers, undertaking international mobility either to or between EU Member States or Horizon Europe Associated Countries, as well as to non-associated Third Countries. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers seeking a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. It must be substantiated by a letter of commitment from the European non-academic organisation where the placement takes place[5]. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (missing letter of commitment or taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills[6], foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science) and promote Open Science practices (open access to publications and to research data, FAIR data management, etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, plannin","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2022-PF-01-01"}]}}
{"id":"101113645","acronym":"Solumar","name":"New deep-tech technology to help industrial, maritime, Oil & Gas companies comply with Agenda 2050 by reducing 99% of PM, VOC, and GHG emissions combined with x6-8 times lower expenses.","offer":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts. We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.  Our journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.  We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change. Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022). The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","objective":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts. We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.  Our journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.  We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change. Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022). The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalSourceVersion":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","textHash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17","sourceUrl":"https://cordis.europa.eu/project/id/101113645","country":"BG","participantCountries":["BG"],"programme":"HORIZON","status":"CLOSED","sourceUpdated":"2023-07-25 09:54:35","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:58510de2e69b6a78b6d5754507e3deb9d67e9b295980d7f1392b697302e2a54e","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.”","modality":"planned","hypothesis":null,"quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.\n\nSolumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.\n\nWe are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","reason":"purpose: The project develops a deep-tech solution with a unique working principle and design, constituting an identifiable technological innovation.\nscope: The project addresses industrial processes and maritime sectors by providing a usable technology for emissions reduction.","checks":[{"evidence_ids":["s6","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project develops a deep-tech solution with a unique working principle and design, constituting an identifiable technological innovation.","status":"supported"},{"evidence_ids":["s6","s2","s4"],"id":"scope","missing_evidence":null,"reason":"The project addresses industrial processes and maritime sectors by providing a usable technology for emissions reduction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":273,"kind":"text","quote":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.","start":0,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"58510de2e69b6a78b6d5754507e3deb9d67e9b295980d7f1392b697302e2a54e","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ad4642dd02fae3aa9fd872d7dd9809f62529ca0aa5e6aace6278dbb9b0230186","recordedAt":"2026-09-27T13:40:30.696727+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-98f9f0b3a97d92d3c2415f57","activity_ref":"a10","claim_unit_candidates":["a10","a11"],"end":1984,"evidence_id":"s6","ownership":"current_project","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","quote_sha256":"9c74e74c7bc7edb1a060f614ce8dbdc7109932fda8134f18df14d3b263e35067","role":"method","source_span_id":"c1638825ba27c48811761264e12d8f021b570b6242cd7a3ee6f4c7556a3954f7","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1600},"activityBinding":{"activity_ids":["act-98f9f0b3a97d92d3c2415f57","act-537cc8549df5a00968fb45f6"],"activity_refs":["a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s2","s4"]}},"check_units":{"purpose":["a10","a11"],"scope":["a10","a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-98f9f0b3a97d92d3c2415f57","conditions":null,"description":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect particles, Black Carbon, ash, VOC, and Gases.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-537cc8549df5a00968fb45f6","conditions":null,"description":"The solution is designed to reach x6 times lower CAPEX and x10-15 times lower OPEX versus each of the currently existing alternatives.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"2997e8be5c7a36d7bbd115064617dbad197af0a1950ae2b7473c9758446f08ba","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:e25f7ea69da8f268b054f5134be5b66da4dca129323ba6971c42d080945603ea","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","reason":"purpose: Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project explicitly upgrades industrial technological capabilities by developing a deep-tech solution for emissions reduction, satisfying the purpose criterion.\nscope: Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project targets the Maritime sector, a specific industrial limb, and addresses Agenda 2050 compliance, fitting the scope definition.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project explicitly upgrades industrial technological capabilities by developing a deep-tech solution for emissions reduction, satisfying the purpose criterion.","reason":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project explicitly upgrades industrial technological capabilities by developing a deep-tech solution for emissions reduction, satisfying the purpose criterion.","status":"unknown"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project targets the Maritime sector, a specific industrial limb, and addresses Agenda 2050 compliance, fitting the scope definition.","reason":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project targets the Maritime sector, a specific industrial limb, and addresses Agenda 2050 compliance, fitting the scope definition.","status":"unknown"}],"missingEvidence":[{"criterion_id":"purpose","needed":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project explicitly upgrades industrial technological capabilities by developing a deep-tech solution for emissions reduction, satisfying the purpose criterion."},{"criterion_id":"scope","needed":"Code: support could not be attributed: the cited passage id(s) s10 do not exist in this project's source. The project targets the Maritime sector, a specific industrial limb, and addresses Agenda 2050 compliance, fitting the scope definition."}],"evidence":[{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"e25f7ea69da8f268b054f5134be5b66da4dca129323ba6971c42d080945603ea","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"516ef5f9d67b3a01f1acdcd214d2fc8a79052da331b920ed6ae1e9e3207c9d72","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","support_downgraded_unattributable_evidence","unknown_evidence_id_dropped","support_downgraded_unattributable_evidence"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-rebind-real400v31-20260926-20260930","rubricKind":"authored","candidateSource":null,"navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:1d3c27afa87340a54541be77062100611745862bf40c79ec0a5ad8edb65d3071","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nWe are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","reason":"purpose: The project targets industrial, maritime, and Oil & Gas sectors, not cities or urban systems. The explicit reduction pathway is for non-urban entities, failing the urban air pollution condition.\nscope: The environmental burden addressed is tied to maritime and industrial sectors, not a city or urban system. The scope does not meet the requirement for urban environmental impact.","checks":[{"evidence_ids":["s4","s2","s5"],"id":"purpose","missing_evidence":null,"reason":"The project targets industrial, maritime, and Oil & Gas sectors, not cities or urban systems. The explicit reduction pathway is for non-urban entities, failing the urban air pollution condition.","status":"not_met"},{"evidence_ids":["s4","s2","s5"],"id":"scope","missing_evidence":null,"reason":"The environmental burden addressed is tied to maritime and industrial sectors, not a city or urban system. The scope does not meet the requirement for urban environmental impact.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"1d3c27afa87340a54541be77062100611745862bf40c79ec0a5ad8edb65d3071","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T16:18:04.228747+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-6f2c3659e09e6d7c4b8f6d77","act-b88686e376046cece962c06e","act-1dd9234d29c0670cf603afd5"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s2","s5"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s2","s5"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-6f2c3659e09e6d7c4b8f6d77","conditions":null,"description":"The Maritime and Oil & Gas industries face huge Climate change impact and a multi-billion market opportunity.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false},{"activity_id":"act-b88686e376046cece962c06e","conditions":null,"description":"The Maritime market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts like Carbon black.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false},{"activity_id":"act-1dd9234d29c0670cf603afd5","conditions":null,"description":"Shipowners and port operators need an opportunity to comply with the net zero Agenda 2050 and help stop Global Warming and Climate change.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"problem","support_eligible":false}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"no_mapping","strength":"partial","assertionId":"mapping:b568e82752ddebb72b4d78ef249c9c412f117b6235c60a1a9564451514abe797","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly aims to help industries comply with the net zero Agenda 2050 and stop Global Warming, satisfying the stated mitigation pathway.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The project targets Maritime and Oil & Gas industries, which are substantive objects of the activity, with no country restriction applied.","checks":[{"evidence_ids":["s2","s4"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly aims to help industries comply with the net zero Agenda 2050 and stop Global Warming, satisfying the stated mitigation pathway.","status":"not_met"},{"evidence_ids":["s2","s4"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project targets Maritime and Oil & Gas industries, which are substantive objects of the activity, with no country restriction applied.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"b568e82752ddebb72b4d78ef249c9c412f117b6235c60a1a9564451514abe797","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T20:24:30.990993+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"2997e8be5c7a36d7bbd115064617dbad197af0a1950ae2b7473c9758446f08ba","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v32-20260927","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:c53189d34164c2556d9750e7c06391f122726da59474fe0138fd4a3f7ad21983","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","reason":"purpose: The project purpose is to reduce industrial emissions, not to conserve or sustainably use marine resources. The planned activity is a demo for maritime integration, which is a feasibility study, not a conservation activity.\nscope: The project scope targets industrial and maritime sectors for emissions reduction. It does not address the conservation or sustainable use of marine ecosystems or resources.","checks":[{"evidence_ids":["s5","s4"],"id":"purpose","missing_evidence":null,"reason":"The project purpose is to reduce industrial emissions, not to conserve or sustainably use marine resources. The planned activity is a demo for maritime integration, which is a feasibility study, not a conservation activity.","status":"not_met"},{"evidence_ids":["s5","s4"],"id":"scope","missing_evidence":null,"reason":"The project scope targets industrial and maritime sectors for emissions reduction. It does not address the conservation or sustainable use of marine ecosystems or resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"c53189d34164c2556d9750e7c06391f122726da59474fe0138fd4a3f7ad21983","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T20:24:30.750588+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-bc922ca1289a1f5ce3a6ec59","act-36cbf222ac73172ff58f0de2"],"activity_refs":["a9","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a9","a10"],"scope":["a9","a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-bc922ca1289a1f5ce3a6ec59","conditions":null,"description":"Interest has already been demonstrated by Greek ship owners, the local Bulgarian Maritime cluster, KAUST deep-tech Accelerator, Aramco in Saudi Arabia, and Norwegian companies.","evidence_ids":["s5"],"modality":"reported_impact","ownership":"prior_work","ref":"a9","role":"dissemination","support_eligible":false},{"activity_id":"act-36cbf222ac73172ff58f0de2","conditions":"The project started in August 2022.","description":"The project supports the first demo prototype designed for Maritime integration through Innovation Norway RD Grants.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"14.1","name":"By 2025, prevent and significantly reduce marine pollution of all kinds, in particular from land-based activities, including marine debris and nutrient pollution","uri":"http://data.europa.eu/sdg/14.1","state":"no_mapping","strength":"partial","assertionId":"mapping:eb8922b272127e9fb0e0e7fbf35b8afad80dcdc19aba532cc3e6f238ddec3df1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).\n\nSolumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.\n\nWe are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nOur journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","reason":"purpose: The selected activity is a demo prototype for Maritime integration, but the text states it is designed for integration, not that it prevents or reduces marine pollution. The claimed reduction of 99% emissions refers to industrial sources, not marine pollution.\nscope: The activity targets industrial, maritime, and Oil & Gas sectors to reduce emissions at the source. It does not address the pollution endpoint of oceans, seas, or the marine environment, failing the scope condition.","checks":[{"evidence_ids":["s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The selected activity is a demo prototype for Maritime integration, but the text states it is designed for integration, not that it prevents or reduces marine pollution. The claimed reduction of 99% emissions refers to industrial sources, not marine pollution.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s3","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The activity targets industrial, maritime, and Oil & Gas sectors to reduce emissions at the source. It does not address the pollution endpoint of oceans, seas, or the marine environment, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":273,"kind":"text","quote":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.","start":0,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":824,"kind":"text","quote":"Our journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.","start":566,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"eb8922b272127e9fb0e0e7fbf35b8afad80dcdc19aba532cc3e6f238ddec3df1","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"88c9a47d12a08829eb766f3bf8be968fecb386bf8b2c42c8b180560a568dcd02","recordedAt":"2026-09-26T14:24:47.565974+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-6f2c3659e09e6d7c4b8f6d77","act-b88686e376046cece962c06e","act-1dd9234d29c0670cf603afd5"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3","s5","s6"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-6f2c3659e09e6d7c4b8f6d77","conditions":null,"description":"The Maritime and Oil & Gas industries face huge Climate change impact and a multi-billion market opportunity.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false},{"activity_id":"act-b88686e376046cece962c06e","conditions":null,"description":"The Maritime market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts like Carbon black.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false},{"activity_id":"act-1dd9234d29c0670cf603afd5","conditions":null,"description":"Shipowners and port operators need an opportunity to comply with the net zero Agenda 2050 and help stop Global Warming and Climate change.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"problem","support_eligible":false}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:7728af49d640d60c97ee9b82fa5116374b2fe28c755c1cc95a639ba16cf2203e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","reason":"purpose: The project targets industrial emissions reduction, not human health. While it mentions Agenda 2050 compliance, this is an environmental goal, not a stated health-related mechanism or intervention for human well-being.\nscope: The project focuses on industrial, maritime, and Oil & Gas sectors. It does not explicitly target human healthy lives or well-being as an intended outcome, nor does it address a specific eligible population.","checks":[{"evidence_ids":["s2","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project targets industrial emissions reduction, not human health. While it mentions Agenda 2050 compliance, this is an environmental goal, not a stated health-related mechanism or intervention for human well-being.","status":"not_met"},{"evidence_ids":["s2","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on industrial, maritime, and Oil & Gas sectors. It does not explicitly target human healthy lives or well-being as an intended outcome, nor does it address a specific eligible population.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"7728af49d640d60c97ee9b82fa5116374b2fe28c755c1cc95a639ba16cf2203e","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T15:22:47.006221+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10","a11","a12"],"pathway":"a10 -> a11 -> a12","selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"3859ecbe647b3295d7e6329ae772b24671c75b0b9415c977ffe2e3d0dc471a5c","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:df413acbe62973192bc115d3212c5ea42bc876a9f943cb4fb83d1cede3c63860","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","reason":"purpose: The project focuses on reducing industrial emissions (PM, VOC, GHG) to help companies comply with climate goals, not on reducing human illness or death caused by hazardous chemicals.\nscope: The project addresses air pollution but does not explicitly connect the reduction of pollutants to human health outcomes or mortality, failing the required pathway.","checks":[{"evidence_ids":["s2","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on reducing industrial emissions (PM, VOC, GHG) to help companies comply with climate goals, not on reducing human illness or death caused by hazardous chemicals.","status":"not_met"},{"evidence_ids":["s2","s6"],"id":"scope","missing_evidence":null,"reason":"The project addresses air pollution but does not explicitly connect the reduction of pollutants to human health outcomes or mortality, failing the required pathway.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"df413acbe62973192bc115d3212c5ea42bc876a9f943cb4fb83d1cede3c63860","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T16:18:04.231469+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:ae836610feee003cd70d032012832e069f0b07ee68af2704cd6e09e87a2ca75a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","reason":"purpose: The project focuses on emissions reduction (PM, VOC, GHG) for industrial clients, not on advancing energy access, affordability, reliability, or efficiency.\nscope: The technology purifies air and gas; it does not concern energy sources, conversion, supply, storage, or access to energy services.","checks":[{"evidence_ids":["s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on emissions reduction (PM, VOC, GHG) for industrial clients, not on advancing energy access, affordability, reliability, or efficiency.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The technology purifies air and gas; it does not concern energy sources, conversion, supply, storage, or access to energy services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"ae836610feee003cd70d032012832e069f0b07ee68af2704cd6e09e87a2ca75a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-26T15:23:34.283585+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.1","name":"By 2030, ensure universal access to affordable, reliable and modern energy services","uri":"http://data.europa.eu/sdg/7.1","state":"no_mapping","strength":"partial","assertionId":"mapping:df14cf3461322fcdc5f1f0bb0c3f03f4fa9fe204fd25fd0b109fbe9aa2bc3146","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nSolumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.\n\nWe are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","reason":"purpose: The project focuses on air/gas purification and emissions reduction, not improving access to energy services. The stated goal is pollution control, not energy provision.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The project targets Maritime and Oil & Gas sectors, which are identifiable energy-service settings with no country restrictions, satisfying the scope criteria.","checks":[{"evidence_ids":["s4","s1","s2","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on air/gas purification and emissions reduction, not improving access to energy services. The stated goal is pollution control, not energy provision.","status":"not_met"},{"evidence_ids":["s2","s4"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project targets Maritime and Oil & Gas sectors, which are identifiable energy-service settings with no country restrictions, satisfying the scope criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":273,"kind":"text","quote":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.","start":0,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"df14cf3461322fcdc5f1f0bb0c3f03f4fa9fe204fd25fd0b109fbe9aa2bc3146","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"48ef87b9e070f5f509f1f3ee2cabddcafb4cddd63490ed121f5814de5a53e7ce","recordedAt":"2026-09-27T20:24:30.748956+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-6f2c3659e09e6d7c4b8f6d77","act-b88686e376046cece962c06e","act-1dd9234d29c0670cf603afd5"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-6f2c3659e09e6d7c4b8f6d77","conditions":null,"description":"The Maritime and Oil & Gas industries face huge Climate change impact and a multi-billion market opportunity.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false},{"activity_id":"act-b88686e376046cece962c06e","conditions":null,"description":"The Maritime market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts like Carbon black.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false},{"activity_id":"act-1dd9234d29c0670cf603afd5","conditions":null,"description":"Shipowners and port operators need an opportunity to comply with the net zero Agenda 2050 and help stop Global Warming and Climate change.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"problem","support_eligible":false}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"7.2","name":"By 2030, increase substantially the share of renewable energy in the global energy mix","uri":"http://data.europa.eu/sdg/7.2","state":"no_mapping","strength":"partial","assertionId":"mapping:f369f419ae8d832f4e4b9cdefdee00d8e22afc37928d2013fafc3decf9ef1165","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nWe plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.\n\nSolumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.\n\nOur journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.","reason":"purpose: The project develops air and gas purification technology to reduce pollutants, not renewable energy supply or adoption. The scope is emissions reduction, not increasing renewable energy share.\nscope: The project targets industrial emissions reduction, not renewable energy systems or sources. The activity does not concern energy generation or uptake from renewable sources.","checks":[{"evidence_ids":["s2","s4","s5","s6","s1","s3"],"id":"purpose","missing_evidence":null,"reason":"The project develops air and gas purification technology to reduce pollutants, not renewable energy supply or adoption. The scope is emissions reduction, not increasing renewable energy share.","status":"not_met"},{"evidence_ids":["s2","s4","s5","s6","s1","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets industrial emissions reduction, not renewable energy systems or sources. The activity does not concern energy generation or uptake from renewable sources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":273,"kind":"text","quote":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.","start":0,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":824,"kind":"text","quote":"Our journey started working with the R&D departments of AIRBUS Biz Lab and Liebherr Aerospace, then proved the technology on a smaller scale in non-aviation sectors - today we are selling to metal, wood processing, and pharmaceutical manufacturers in Europe.","start":566,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"f369f419ae8d832f4e4b9cdefdee00d8e22afc37928d2013fafc3decf9ef1165","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1e98a390c58a33b9625471ee82ce02484b828b18a9cd781ef60f1a98efe463e4","recordedAt":"2026-09-26T15:32:36.564173+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-7b6b5852c05927495e0849a1","act-6f2c3659e09e6d7c4b8f6d77","act-b88686e376046cece962c06e","act-1dd9234d29c0670cf603afd5","act-bc922ca1289a1f5ce3a6ec59","act-36cbf222ac73172ff58f0de2","act-4ef0d58445bb84399a337555","act-72672e14e99e3d69fa5b7770","act-c45f792f67a71bdaa3e9c01a"],"activity_refs":["a3","a6","a7","a8","a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s2","s4","s5","s6"],"context_evidence_ids":["s1","s3"]},"scope":{"activity_evidence_ids":["s2","s4","s5","s6"],"context_evidence_ids":["s1","s3"]}},"check_units":{"purpose":["a3","a6","a7","a8","a9","a10","a11","a12","a13"],"scope":["a3","a6","a7","a8","a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-7b6b5852c05927495e0849a1","conditions":null,"description":"Industrial business owners, Construction companies, Maritime operators, and Oil & Gas companies need to reduce pollutants and emissions by 98-99% efficiently.","evidence_ids":["s2"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"problem","support_eligible":false},{"activity_id":"act-6f2c3659e09e6d7c4b8f6d77","conditions":null,"description":"The Maritime and Oil & Gas industries face huge Climate change impact and a multi-billion market opportunity.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false},{"activity_id":"act-b88686e376046cece962c06e","conditions":null,"description":"The Maritime market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts like Carbon black.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false},{"activity_id":"act-1dd9234d29c0670cf603afd5","conditions":null,"description":"Shipowners and port operators need an opportunity to comply with the net zero Agenda 2050 and help stop Global Warming and Climate change.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"problem","support_eligible":false},{"activity_id":"act-bc922ca1289a1f5ce3a6ec59","conditions":null,"description":"Interest has already been demonstrated by Greek ship owners, the local Bulgarian Maritime cluster, KAUST deep-tech Accelerator, Aramco in Saudi Arabia, and Norwegian companies.","evidence_ids":["s5"],"modality":"reported_impact","ownership":"prior_work","ref":"a9","role":"dissemination","support_eligible":false},{"activity_id":"act-36cbf222ac73172ff58f0de2","conditions":"The project started in August 2022.","description":"The project supports the first demo prototype designed for Maritime integration through Innovation Norway RD Grants.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-4ef0d58445bb84399a337555","conditions":null,"description":"The technology borrows know-how from Aviation and embodies a unique working principle using a deep-tech modular approach.","evidence_ids":["s6"],"modality":"reported_result","ownership":"prior_work","ref":"a11","role":"method","support_eligible":false},{"activity_id":"act-72672e14e99e3d69fa5b7770","conditions":null,"description":"The design allows the collection of particles, Black Carbon, ash, VOC, and Gases (SOx, NOx, COx) combined.","evidence_ids":["s6"],"modality":"reported_result","ownership":"prior_work","ref":"a12","role":"method","support_eligible":false},{"activity_id":"act-c45f792f67a71bdaa3e9c01a","conditions":null,"description":"The technology is the only solution for the market that reaches x6 times lower CAPEX and x10-15 times lower OPEX versus currently existing alternatives.","evidence_ids":["s6"],"modality":"reported_result","ownership":"prior_work","ref":"a13","role":"output","support_eligible":false}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:714377f6072c6d80b9c90d87b2ea8fd03640232dcd106ca9094f0d6c1deba4ff","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nInterest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","reason":"purpose: The project describes a commercial product and a grant-funded prototype, but lacks a stated mechanism for international cooperation or investment mobilization.\nscope: The project targets international markets but does not identify a cross-border knowledge transfer mechanism or an activity enabling investment in energy infrastructure.","checks":[{"evidence_ids":["s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project describes a commercial product and a grant-funded prototype, but lacks a stated mechanism for international cooperation or investment mobilization.","status":"not_met"},{"evidence_ids":["s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets international markets but does not identify a cross-border knowledge transfer mechanism or an activity enabling investment in energy infrastructure.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1599,"kind":"text","quote":"Interest has already been demonstrated by Greek ship owners, local Bulgarian Maritime cluster, both KAUST deep-tech Accelerator and Aramco in Saudi Arabia, and Norwegian companies, and the first demo prototype designed for Maritime integration is supported by Innovation Norway RD Grants (project started in August 2022).","start":1278,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"714377f6072c6d80b9c90d87b2ea8fd03640232dcd106ca9094f0d6c1deba4ff","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-26T15:48:13.312764+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"no_mapping","strength":"partial","assertionId":"mapping:eff60f01886b5f5e0e7c2468db78f44a812f82f715faa4f0254cfa5d08082705","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.\n\nSolumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.\n\nWe are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.\n\nThe technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","reason":"purpose: The project describes a planned expansion into Maritime and Oil & Gas sectors to help clients comply with Agenda 2050. However, the source does not state that the project is currently developing an upgrade to infrastructure or an industrial retrofit; it focuses on selling existing equipment and byproducts.\nscope: The source identifies the target as selling equipment and byproducts to shipowners and port operators, not a stated industrial retrofit, process change, or adoption pathway for a specific infrastructure type. The described activity is commercial sales of existing technology, not a sustainability upgrade intervention.","checks":[{"evidence_ids":["s4","s1","s2","s6"],"id":"purpose","missing_evidence":null,"reason":"The project describes a planned expansion into Maritime and Oil & Gas sectors to help clients comply with Agenda 2050. However, the source does not state that the project is currently developing an upgrade to infrastructure or an industrial retrofit; it focuses on selling existing equipment and byproducts.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s6"],"id":"scope","missing_evidence":null,"reason":"The source identifies the target as selling equipment and byproducts to shipowners and port operators, not a stated industrial retrofit, process change, or adoption pathway for a specific infrastructure type. The described activity is commercial sales of existing technology, not a sustainability upgrade intervention.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1277,"kind":"text","quote":"We plan to expand in the Maritime and Oil & Gas industries because of the huge Climate change impact and the multi-billion market opportunity - in maritime only, the market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts (Carbon black), also providing shipowners and port operators with an opportunity to comply with the net zero Agenda 2050, and help stop Global Warming and the Climate change.","start":826,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":273,"kind":"text","quote":"Solumar is the brand name of a startup developing new deep-tech industrial solutions for air and gas purification and emissions-cutting with a strong and experienced team of Aviation, Software, and Maritime engineers, and young Key Account and Business development experts.","start":0,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":564,"kind":"text","quote":"We are an impact-driven team on a mission to help Industrial business owners, Construction companies, Maritime (ship owners and port operators), and Oil & Gas companies reduce pollutants and emissions by 98-99% in an efficient and sustainable way, without compromising their business needs.","start":274,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"},{"end":1984,"kind":"text","quote":"The technology borrows know-how from Aviation and embodies a unique working principle, deep-tech modular approach, and a design allowing to collect of particles, also Black Carbon and ash, VOC, and Gases (SOx, NOx, COx) combined, and is the only solution for the market that reaches x6 times lower CAPEX, and x10-15 times lower OPEX versus each of the currently existing alternatives.","start":1600,"text_hash":"1adab70601be6eafdbaa8e2471ab5b54a0f674504383fb52b22b35884b6ecc17"}],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","originalAssertionId":"eff60f01886b5f5e0e7c2468db78f44a812f82f715faa4f0254cfa5d08082705","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-26T16:16:24.640529+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-6f2c3659e09e6d7c4b8f6d77","act-b88686e376046cece962c06e","act-1dd9234d29c0670cf603afd5"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s6"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s6"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-6f2c3659e09e6d7c4b8f6d77","conditions":null,"description":"The Maritime and Oil & Gas industries face huge Climate change impact and a multi-billion market opportunity.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false},{"activity_id":"act-b88686e376046cece962c06e","conditions":null,"description":"The Maritime market size reaches $300bn by selling equipment and up to $200m annual recurring revenue by selling byproducts like Carbon black.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false},{"activity_id":"act-1dd9234d29c0670cf603afd5","conditions":null,"description":"Shipowners and port operators need an opportunity to comply with the net zero Agenda 2050 and help stop Global Warming and Climate change.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"problem","support_eligible":false}],"sheet_cache_key":"e60b161ea0f4ea82b623db1e9a7e56e94b89831a57431c2bae97ffe412fcf937","sheet_sha256":"cb793a7018cff48d4c0c87d3e6c0e4dfe7307bc82c50a8188380e230c66ce6c6","sheet_version":"mesh-activity-sheet-v3","source_version":"b9c673e9aa0ef2b36a94a1deabdf171fe4dbd17abd4933fcbdad5723e846215b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.7","uri":"http://data.europa.eu/sdg/14.7","name":"By 2030, increase the economic benefits to small island developing States and least developed countries from the sustainable use of marine resources, including through sustainable management of fisheries, aquaculture and tourism","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.2","uri":"http://data.europa.eu/sdg/9.2","name":"Promote inclusive and sustainable industrialization and, by 2030, significantly raise industry’s share of employment and gross domestic product, in line with national circumstances, and double its share in least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"3d8c4bdaa8ddf93fbfd20ffbb713ec84f7eecd74f4256702293595d5e5106438","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"Solumar","title":"New deep-tech technology to help industrial, maritime, Oil & Gas companies comply with Agenda 2050 by reducing 99% of PM, VOC, and GHG emissions combined with x6-8 times lower expenses.","status":"CLOSED","startDate":"2023-06-01","endDate":"2024-04-30","ecSignatureDate":"2023-05-26","totalCost":0.0,"ecMaxContribution":75000.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-CSA","masterCall":"HORIZON-EIE-2022-SCALEUP-02","subCall":"HORIZON-EIE-2022-SCALEUP-02","grantDoi":"10.3030/101113645","keywords":["Sustainability","Climate change","Global warming risks mitigation","Pollution cutting","Emissions reducing","Air quality","Air quality index"],"contentUpdateDate":"2023-07-25 09:54:35","topics":[{"code":"HORIZON-EIE-2022-SCALEUP-02-02","title":"Women TechEU"}],"legalBasis":[{"code":"HORIZON.3.2","title":"European innovation ecosystems","main":true}],"euroSciVoc":[{"code":"/23/47/307","path":"natural sciences/computer and information sciences/software","title":"software"},{"code":"/27/81/495","path":"agricultural sciences/agriculture, forestry, and fisheries/forestry","title":"forestry"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":100.0,"ai":0.0,"climate":100.0,"biodiversity":0.0},"organisations":[{"name":"KADIE INZHINERING OOD","shortName":"CADDIE ENGINEERING LLC","role":"coordinator","country":"BG","city":"Sofia","activityType":"PRC","sme":false,"ecContribution":75000.0,"totalCost":0.0,"geolocation":[42.6978634,23.3221789],"order":1}],"topicDetails":[{"identifier":"HORIZON-EIE-2022-SCALEUP-02-02","title":"Women TechEU","callIdentifier":"HORIZON-EIE-2022-SCALEUP-02","callTitle":"Elevating the scalability potential of European business (2022.2)","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European innovation ecosystems"],"typeOfAction":"HORIZON-CSA HORIZON Coordination and Support Actions","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2022-06-20","deadlineDates":["2022-10-03"],"budget":null,"keywords":["Agriculture / Rural Development / Fisheries","Biotechnology","Chemical engineering","Consumer products and services","Earth and related environmental sciences","Education","Electrical and electronic engineering","Energy","Engineering","Fintech (Financial technology)","Food and beverages","Health","Information and Communication Technology (ICT)","Innovation in the Culture and Audiovisual sectors","Materials engineering","Mobility and transportation"],"description":"Expected Outcome:Project results are expected to contribute to the following expected outcomes:\n• Support deep tech innovation as a basis for a modern, knowledge-driven, resource-efficient and competitive economy;\n• Promote female leadership in the deep tech industry to build fairer, more inclusive, and more prosperous innovation ecosystems in Europe.\nScope:Women TechEU targets highly innovative start-ups founded, or co-founded by women, holding a top management position (CEO, CTO or equivalent) in the company at the time of submission. The company must be registered and established in an EU Member State or a Horizon Europe Associated Country for at least six months at the time of the submission.\nAll deep tech[1] domains are eligible, with the emphasis being on overall gender balance and the position held by women in the start-up.\nSupport[2] provided to Women TechEU beneficiaries under this initiative is made up of the following components:\n• financial support to the company as an individual grant of EUR 75 000 supporting activities such as evaluating and refining products/services, design, user experience, upgrading the business model, updating the business plan and growth strategy, finding partners and investors, market validation, etc.;\n• mentoring and coaching provided by the EIC Business Acceleration Services (BAS), under the new ‘Women Leadership Programme’, which includes dedicated networking and pitching events;\n• the possibility to participate in dedicated activities organised by InvestEU and the Enterprise Europe Network (EEN).\nAt the end of the funded project, and after completing the Women Leadership Programme, beneficiaries will submit a short final report. Women TechEU beneficiaries will become part of a community of peers, and given opportunities to expand their network and showcase their business at pitching and networking events, to give visibility to their work and attract further funding.\n[1] Deep tech is technology that is based on cutting-edge scientific advances and discoveries and is characterised by the need to stay at the technological forefront by constant interaction with new ideas and results from the lab. Deep tech is distinct from ‘high tech’ which tends to refer only to Research & Development intensity.\n[2] The topic will be supported with a budget transfer of EUR 10 million from the European Innovation Council Work Programme 2022 (EIC WP 2022).","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIE-2022-SCALEUP-02-02"}]}}
{"id":"899262","acronym":"PhenoTECH","name":"Large-scale platform for motion detection and fluorescence imaging in zebrafish models of neurological disorders","offer":"The PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease. PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases. PhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders. High-throughput phenotype-based screening efforts have until now been hampered by the lack of technology that would allow for parallel monitoring of behavioral, cellular and physiological markers of disease. To overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity. By combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases. PhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","objective":"The PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease. PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases. PhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders. High-throughput phenotype-based screening efforts have until now been hampered by the lack of technology that would allow for parallel monitoring of behavioral, cellular and physiological markers of disease. To overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity. By combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases. PhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","originalSourceVersion":"29e46fae9dc566a241679128c9f6ab1aa6cac03a1fc8e9b4089f7ba82a54fb53","textHash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67","sourceUrl":"https://cordis.europa.eu/project/id/899262","country":"RO","participantCountries":["RO"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2024-01-02 17:02:14","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:18da6531ff578a8d10c3b9e9b55c99edade847a6d77943dcf78aba31e752d88a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease.\n\nPhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.\n\nPhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders.\n\nTo overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity.\n\nBy combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.\n\nPhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","reason":"purpose: The project focuses on zebrafish models for neurological disorders, not oceans or marine resources. The selected activity involves laboratory-based phenotypic analysis, failing the conservation condition.\nscope: The project uses zebrafish, a freshwater organism, not marine resources. The scope is terrestrial/laboratory-based, failing the requirement for a marine ecosystem.","checks":[{"evidence_ids":["s1","s2","s3","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on zebrafish models for neurological disorders, not oceans or marine resources. The selected activity involves laboratory-based phenotypic analysis, failing the conservation condition.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project uses zebrafish, a freshwater organism, not marine resources. The scope is terrestrial/laboratory-based, failing the requirement for a marine ecosystem.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":146,"kind":"text","quote":"The PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease.","start":0,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":428,"kind":"text","quote":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.","start":147,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":723,"kind":"text","quote":"PhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders.","start":429,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1533,"kind":"text","quote":"To overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity.","start":932,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1771,"kind":"text","quote":"By combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.","start":1534,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1945,"kind":"text","quote":"PhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","start":1772,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"}],"sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","originalAssertionId":"18da6531ff578a8d10c3b9e9b55c99edade847a6d77943dcf78aba31e752d88a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-28T04:42:19.165991+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"c73bd5a6c4a2cc4a0eb6de0ecaf4b8d5d0f98b33f5711db16ed5880648cf0723","sheet_sha256":"6b851175ea30cad1b5f4beb27cc1f726fd6dad72866b50c8baf258bdaf53f8e6","sheet_version":"mesh-activity-sheet-v3","source_version":"29e46fae9dc566a241679128c9f6ab1aa6cac03a1fc8e9b4089f7ba82a54fb53","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.8","name":"Achieve universal health coverage, including financial risk protection, access to quality essential health-care services and access to safe, effective, quality and affordable essential medicines and vaccines for all","uri":"http://data.europa.eu/sdg/3.8","state":"no_mapping","strength":"partial","assertionId":"mapping:abdd6a810c6a6171bedc5e9ae7e1f91bef933a9e58134f24675bc9e22eefaed9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.\n\nThe PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease.\n\nHigh-throughput phenotype-based screening efforts have until now been hampered by the lack of technology that would allow for parallel monitoring of behavioral, cellular and physiological markers of disease.\n\nTo overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity.\n\nBy combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.\n\nPhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders.\n\nPhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","reason":"purpose: The project explicitly aims to develop a technology to screen genetic models of disease, directly contributing to the goal's component of advancing research for treatments.\nscope: The project targets neurodegenerative diseases generally and does not explicitly address the official text's requirement for universal health coverage, essential medicines, or specific population groups.","checks":[{"evidence_ids":["s2","s1","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a technology to screen genetic models of disease, directly contributing to the goal's component of advancing research for treatments.","status":"supported"},{"evidence_ids":["s2","s6","s1","s3","s4","s5","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets neurodegenerative diseases generally and does not explicitly address the official text's requirement for universal health coverage, essential medicines, or specific population groups.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":428,"kind":"text","quote":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.","start":147,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":146,"kind":"text","quote":"The PhenoTECH project aims to develop a novel technology with high-throughput capacity for screening and phenotyping of genetic models of disease.","start":0,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":931,"kind":"text","quote":"High-throughput phenotype-based screening efforts have until now been hampered by the lack of technology that would allow for parallel monitoring of behavioral, cellular and physiological markers of disease.","start":724,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1533,"kind":"text","quote":"To overcome this limitation, PhenoTECH will build an innovative platform for automated phenotypic analysis consisting of three modules: i) custom designed multiwell plates with the capacity for in-well perfusion of solutions, greatly facilitating and optimizing drug delivery, wash-out, temperature and oxygenation control;  ii) state of the art motion (motor) tracking with analysis of spontaneous and evoked locomotion of zebrafish larvae; iii) fluorescence detection of genetically-encoded transgenic line reporters to enable live monitoring and imaging of cellular processes and neuronal activity.","start":932,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1771,"kind":"text","quote":"By combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.","start":1534,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":723,"kind":"text","quote":"PhenoTECH’s immediate impact will be on the ERC Consolidator Grant, ALS-Networks, where we intend to utilize the power of zebrafish for high-throughput functional screens to uncover defective cellular pathways and to identify therapeutic targets for ALS and related neurodegenerative disorders.","start":429,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1945,"kind":"text","quote":"PhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","start":1772,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"}],"sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","originalAssertionId":"abdd6a810c6a6171bedc5e9ae7e1f91bef933a9e58134f24675bc9e22eefaed9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3cf4340cbf977b514a41f35b852c1693009168932c763cfb6727200e15a2f6b1","recordedAt":"2026-09-28T23:04:08.372496+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ab4cb914898e940c3c7cc486","act-94d3f0887c478435ee9b0c4f"],"activity_refs":["a2","a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s2","s6"],"context_evidence_ids":["s1","s3","s4","s5","s7"]}},"check_units":{"purpose":["a2"],"scope":["a2","a6"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-ab4cb914898e940c3c7cc486","conditions":null,"description":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"output","support_eligible":true},{"activity_id":"act-94d3f0887c478435ee9b0c4f","conditions":null,"description":"PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true}],"sheet_cache_key":"c73bd5a6c4a2cc4a0eb6de0ecaf4b8d5d0f98b33f5711db16ed5880648cf0723","sheet_sha256":"e3ef6c3293dc84514bcda5d9f6df3357b7f5236ada9e351d8edd2f128706b905","sheet_version":"mesh-activity-sheet-v3","source_version":"29e46fae9dc566a241679128c9f6ab1aa6cac03a1fc8e9b4089f7ba82a54fb53","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"3.b","name":"Support the research and development of vaccines and medicines for the communicable and non‑communicable diseases that primarily affect developing countries, provide access to affordable essential medicines and vaccines, in accordance with the Doha Declaration on the TRIPS Agreement and Public Health, which affirms the right of developing countries to use to the full the provisions in the Agreement on Trade-Related Aspects of Intellectual Property Rights regarding flexibilities to protect public health, and, in particular, provide access to medicines for all","uri":"http://data.europa.eu/sdg/3.b","state":"no_mapping","strength":"partial","assertionId":"mapping:9483e55dc000086730a04182d868abdf13fd9063fb488cfefd35ecab63b6e844","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.\n\nBy combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.\n\nPhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","reason":"purpose: The project targets neurodegenerative diseases (ALS), which are non-communicable. SDG 3.b requires support for vaccines or medicines for communicable or non-communicable diseases primarily affecting developing countries. The source does not establish relevance to developing countries.\nscope: The project focuses on neurodegenerative diseases affecting developed nations, not those primarily affecting developing countries. No evidence establishes an affordability or access pathway for essential medicines or vaccines in developing countries.","checks":[{"evidence_ids":["s2","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project targets neurodegenerative diseases (ALS), which are non-communicable. SDG 3.b requires support for vaccines or medicines for communicable or non-communicable diseases primarily affecting developing countries. The source does not establish relevance to developing countries.","status":"not_met"},{"evidence_ids":["s2","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project focuses on neurodegenerative diseases affecting developed nations, not those primarily affecting developing countries. No evidence establishes an affordability or access pathway for essential medicines or vaccines in developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":428,"kind":"text","quote":"PhenoTECH will enable an unprecedented capability to monitor and control multiple parameters that will significantly contribute to advancing fundamental and biopharmaceutical research, strongly accelerating discovery of novel treatments for debilitating neurodegenerative diseases.","start":147,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1771,"kind":"text","quote":"By combining these three capabilities, PhenoTECH will surpass any existing commercial product on the market and will enable low-cost, large-scale screening capability for development of efficient treatments to neurodegenerative diseases.","start":1534,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"},{"end":1945,"kind":"text","quote":"PhenoTECH will have a strong societal and economic impact by providing a technological leap forward that will boost fundamental and biopharmaceutical research & development.","start":1772,"text_hash":"98295c61becc8be07fb5292d0ecdeb7399d6e9b42096113825c6aa500871aa67"}],"sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","originalAssertionId":"9483e55dc000086730a04182d868abdf13fd9063fb488cfefd35ecab63b6e844","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"baf47ef6061c87e1f0306bd32f4bf332cc8bdb1cf2c26b466a6015cb9ec820d0","recordedAt":"2026-09-28T23:04:08.377317+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c73bd5a6c4a2cc4a0eb6de0ecaf4b8d5d0f98b33f5711db16ed5880648cf0723","sheet_sha256":"e3ef6c3293dc84514bcda5d9f6df3357b7f5236ada9e351d8edd2f128706b905","sheet_version":"mesh-activity-sheet-v3","source_version":"29e46fae9dc566a241679128c9f6ab1aa6cac03a1fc8e9b4089f7ba82a54fb53","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"14.4","uri":"http://data.europa.eu/sdg/14.4","name":"By 2020, effectively regulate harvesting and end overfishing, illegal, unreported and unregulated fishing and destructive fishing practices and implement science-based management plans, in order to restore fish stocks in the shortest time feasible, at least to levels that can produce maximum sustainable yield as determined by their biological characteristics","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3e4c3661d89ce6e19b44131219b93f7cd834695c25a4d90ff04f6a219d5ef7ba","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"PhenoTECH","title":"Large-scale platform for motion detection and fluorescence imaging in zebrafish models of neurological disorders","status":"CLOSED","startDate":"2020-10-01","endDate":"2022-09-30","ecSignatureDate":"2020-09-17","totalCost":0.0,"ecMaxContribution":150000.0,"frameworkProgramme":"H2020","fundingScheme":"ERC-POC","masterCall":"ERC-2019-PoC","subCall":"ERC-2019-PoC","grantDoi":"10.3030/899262","keywords":["Zebrafish","Neurological Disorders","Amyotrophic Lateral Sclerosis","Epilepsy","Motor neurons","Locomotion","Fluorescent imaging","high-throughput screening","detection assays","therapeutic targets","pharmacological screening","genetic models"],"contentUpdateDate":"2024-01-02 17:02:14","topics":[{"code":"ERC-2019-POC","title":"ERC Proof of Concept Grant"}],"legalBasis":[{"code":"H2020-EU.1.1.","title":"EXCELLENT SCIENCE - European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/21/35/153","path":"medical and health sciences/basic medicine/neurology","title":"neurology"}],"policyPriorities":null,"organisations":[{"name":"ASOCIATIA TRANSYLVANIAN INSTITUTE OF NEUROSCIENCE","shortName":null,"role":"coordinator","country":"RO","city":"Cluj Napoca","activityType":"REC","sme":false,"ecContribution":150000.0,"totalCost":0.0,"geolocation":[46.7693367,23.5900604],"order":1}],"topicDetails":[{"identifier":"ERC-2019-POC","title":"ERC Proof of Concept Grant","callIdentifier":"ERC-2019-PoC","callTitle":"Call for proposals for ERC Proof of Concept Grant","programme":"Horizon 2020 Framework Programme","programmeDivisions":["EC Treaty","Excellent Science","European Research Council (ERC)"],"typeOfAction":"ERC-POC-LS ERC Proof of Concept Lump Sum Pilot","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null,null,null],"budget":{"budgetByYear":{"2019":25000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"multiple cut-off"},"keywords":[],"description":"Scope:Eligible Countries­\n1. Eligible countries: The conditions specific to the ERC are described in the ERC 2019 Work Programme under the heading Eligibility criteria and in Annex 3. An overview is provided below:\nThe ERC actions are open to researchers of any nationality who intend to conduct their research activity in any EU Member State or H2020 Associated Country. Principal Investigators may be of any age and nationality and may reside in any country in the world at the time of the application. ERC Principal Investigators do not have to be based full-time in Europe.\nThe host institution must either be established in an EU Member State or H2020 Associated Country as a legal entity created under national law, or it may be an International European Interest Organisation (such as CERN, EMBL, etc.), the European Commission's Joint Research Centre (JRC) or any other entity created under EU law.\nEligibility and admissibility conditions\n2. Eligibility and admissibility conditions:\nThe conditions specific to ERC grants are described in the ERC Work Programme 2019 under the heading Eligibility criteria and in the ERC Rules for Submission and Evaluation under Section 2.4. An overview is provided below:\nEligible proposals: All proposals must be complete and submitted before the relevant call deadline. A complete proposal needs to include all parts or sections (see “Proposal submission and description” below). Incomplete proposals may be declared ineligible. The content of the proposal must relate to the objectives and to the grant type set out in the call, as defined in ERC Work Programme 2019. A proposal will only be deemed ineligible on grounds of ‘scope’ in clear-cut cases.\nEligible Principal Investigator: All Principal Investigators in an ERC frontier research project, that is either on going or has ended less than 12 months before 1 January 2019, are eligible to participate and apply for an ERC Proof of Concept Grant.Principal Investigators may submit only one proposal under the Work Programme 2019 calls. If multiple submissions are made at different cut-off dates under the Work Programme 2019 only the first eligible proposal will be considered.A Principal Investigator whose proposal was rejected on the grounds of a breach of research integrity in the calls under Work Programmes 2017 or 2018 may not submit a proposal to the calls under Work Programme 2019.\nEligible Host Institution: The host institution (Applicant Legal Entity) must engage the Principal Investigator(s) for at least the duration of the project, as defined in the grant agreement. It must either be established in an EU Member State or H2020 Associated Country as a legal entity created under national law, or it may be an International European Interest Organisation (such as CERN, EMBL, etc.), the European Commission's Joint Research Centre (JRC) or any other entity created under EU law. Any type of legal entity, public or private, including universities, research organisations and undertakings can host Principal Investigators and their teams.In a Synergy grant up to four Host Institutions could engage a Principal Investigator. Where they bring scientific added value to the project, additional team members may also be hosted by additional legal entities which will be eligible for funding, and which may be legal entities established anywhere, including outside the European Union or H2020 Associated Countries, or international organisations. Legal entities established outside the European Union or Associated Countries are eligible for funding provided that their participation is deemed essential for carrying out the action.\nRestrictions on submission of proposals: The restrictions for submission are related to the outcome of the evaluation in previous calls and are designed to allow unsuccessful Principal Investigators the time necessary to develop a stronger proposal. For further details please consult pages 19-20 of the ERC Work Programme 2019 or the Frequently Asked Questions.\nProposal page limits and layout\nProposal page limits and layout: A complete proposal is composed of:\n• Administrative proposal forms (including Ethics Review Table): available in section 5 of the topic conditions and in the submission tool below. To access the submission tool, you need to register to the Participant Portal first.\n• Proposal (Part B) and any supporting documentation should be uploaded and submitted via the submission tool below as PDF files.• Host Institution Binding Statement of Support (available as a word-template in the submission tool below). Only the host institution of the Corresponding Principal Investigator must confirm its association with and its support to the project and the Corresponding Principal Investigator, listing the other participating Principal Investigators.\n• Ethics review self-assessment (if applicable) and supporting documentation.\nProposal Part B:\nIdea and justification on innovation potential: max. 2 pagesExpected impact of the proposed innovation: 2 pagesProof of concept plan: 2 pagesBudget table and justification: 1 page (+ Budget Table)\nEvaluation criteria and process\nEvaluation\nThe conditions specific to ERC are described in the ERC Work Programme 2019 under the heading 'Evaluation procedure and criteria' and in the ERC Rules for Submission and Evaluation. An overview is provided below:\nEvaluation procedure\nA single-stage submission and single-step evaluation procedure will be used. The evaluation will be conducted by independent experts. These experts may work remotely and may if necessary meet as an evaluation panel as set out below on the application of the evaluation criteria.\nEvaluation criteria\nProof of Concept Grants are awarded in relation to an existing ERC-funded project which has already been evaluated on the basis of excellence as the sole criterion. The evaluation criteria for selection of proposals for Proof of Concept Grants are excellence in innovation potential, impact and quality and effic","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2019-POC"}]}}
{"id":"101177446","acronym":"SQUASH","name":"Slovenian Quantum Science Hub","offer":"Located in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research. Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers. The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information. With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities. The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","objective":"Located in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research. Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers. The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information. With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities. The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalSourceVersion":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","textHash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc","sourceUrl":"https://cordis.europa.eu/project/id/101177446","country":"SI","participantCountries":["CA","CH","CZ","DE","DK","ES","FR","HR","IN","IT","JP","LT","NL","PL","SI","UK","US"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-07-06 12:50:57","locations":[],"goal":4,"goalIds":[4,9],"rels":[{"code":"4.4","name":"By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship","uri":"http://data.europa.eu/sdg/4.4","state":"supported","strength":"strong","assertionId":"mapping:fc41ca52c7a9a66a2fe016433cc461ea1850481d8fc343f232be42c41f916936","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.”","modality":"planned","hypothesis":null,"quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.\n\nSupported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","reason":"purpose: Project explicitly designs fellowships to advance research skills (s3) and provides career-developing training/secondments (s4), directly meeting the training and learning provision condition.\nscope: Project aims to develop a skilled quantum workforce across research, technology, and academia (s5), explicitly connecting skill development to employment sectors in research and technology.","checks":[{"evidence_ids":["s3","s4","s2"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly designs fellowships to advance research skills (s3) and provides career-developing training/secondments (s4), directly meeting the training and learning provision condition.","status":"supported"},{"evidence_ids":["s5","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Project aims to develop a skilled quantum workforce across research, technology, and academia (s5), explicitly connecting skill development to employment sectors in research and technology.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"fc41ca52c7a9a66a2fe016433cc461ea1850481d8fc343f232be42c41f916936","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ec195f61027380c473c760ce5451e4504ad22e2c509b360ca7900df891912911","recordedAt":"2026-09-26T07:08:44.726740+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-1f48f9e788965513c802b11f","activity_ref":"a5","claim_unit_candidates":["a5"],"end":864,"evidence_id":"s5","ownership":"current_project","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","quote_sha256":"aafb3fd99bdea903732cfccd47a7f3fe5808de33e196bac8bbcf4d71781429ef","role":"output","source_span_id":"95343383fe730b8a22de185e6e50c48504350b5c6648d7a767a25de1d659f4a8","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":683},"activityBinding":{"activity_ids":["act-b6aaf95d4437d529224800f0","act-f4fbf5ebb3481f2c827fb95a","act-1f48f9e788965513c802b11f"],"activity_refs":["a3","a4","a5"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s3","s4"]}},"check_units":{"purpose":["a3","a4"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5"],"pathway":"a3 (skill development) -> a4 (training/secondments) -> a5 (workforce output)","selected_units":[{"activity_id":"act-b6aaf95d4437d529224800f0","conditions":null,"description":"The project will design fellowships to advance research skills in quantum theory, quantum materials, quantum technology, and quantum computing & information.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-f4fbf5ebb3481f2c827fb95a","conditions":null,"description":"The project will provide international and intersectoral secondments and career-developing training programs to fellows.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-1f48f9e788965513c802b11f","conditions":null,"description":"The project aims to develop a skilled and innovative quantum workforce across research, technology, and academia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true}],"sheet_cache_key":"d397591f0a7d650282d7dc4efbee7d929f68d0fd62f5f0d6b7e5a190f76344d0","sheet_sha256":"a16c5a570552976635f6d7d8820ad2d91c6be244952011ca33392a77a9a00e24","sheet_version":"mesh-activity-sheet-v2","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:d09bac988b6ca262e425fe97957d43bae96927302710a0bb029ca91e50a5b15b","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.”","modality":"planned","hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.\n\nSupported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.\n\nLocated in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research.","reason":"purpose: The project explicitly aims to develop a skilled quantum workforce across research, technology, and academia, thereby increasing R&D staff and capacity for the quantum sector.\nscope: The target concerns scientific research capabilities, and the project focuses on quantum research, which falls within the scientific research limb of the target.","checks":[{"evidence_ids":["s5","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a skilled quantum workforce across research, technology, and academia, thereby increasing R&D staff and capacity for the quantum sector.","status":"supported"},{"evidence_ids":["s5","s1"],"id":"scope","missing_evidence":null,"reason":"The target concerns scientific research capabilities, and the project focuses on quantum research, which falls within the scientific research limb of the target.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":102,"kind":"text","quote":"Located in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research.","start":0,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"d09bac988b6ca262e425fe97957d43bae96927302710a0bb029ca91e50a5b15b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T11:24:07.951990+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-1f48f9e788965513c802b11f","activity_ref":"a5","claim_unit_candidates":["a5"],"end":864,"evidence_id":"s5","ownership":"current_project","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","quote_sha256":"aafb3fd99bdea903732cfccd47a7f3fe5808de33e196bac8bbcf4d71781429ef","role":"output","source_span_id":"95343383fe730b8a22de185e6e50c48504350b5c6648d7a767a25de1d659f4a8","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":683},"activityBinding":{"activity_ids":["act-1f48f9e788965513c802b11f"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a5"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-1f48f9e788965513c802b11f","conditions":null,"description":"The project aims to develop a skilled and innovative quantum workforce across research, technology, and academia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true}],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:3f4d1d5d2a7ef01b08c8e000044d452dac506e42fd4cf1b107e3e2733db44e0c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.\n\nThe project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","reason":"purpose: The project focuses on training researchers and developing skills, not on strengthening means of implementation like finance, policy, or institutional capacity for development.\nscope: The activity involves individual researcher training and fellowship design, lacking an organized partnership mechanism or institutional capacity building required for SDG 17.","checks":[{"evidence_ids":["s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on training researchers and developing skills, not on strengthening means of implementation like finance, policy, or institutional capacity for development.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The activity involves individual researcher training and fellowship design, lacking an organized partnership mechanism or institutional capacity building required for SDG 17.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"3f4d1d5d2a7ef01b08c8e000044d452dac506e42fd4cf1b107e3e2733db44e0c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ca3ef492333c8a28f7bf91c796c87ea3a94721144d218526442b64cd905af3b9","recordedAt":"2026-09-27T06:14:13.820691+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:7839ffbd0f5ff8704abc9882382a48949580de8af8c0fda48c39d58f65869f60","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.\n\nSupported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","reason":"purpose: The project's stated purpose is to develop a skilled quantum workforce for the second quantum revolution, which is a research capacity-building goal, not a deliverable to mobilize resources for sustainable development beyond the project's own research.\nscope: The project activities involve hiring foreign researchers and training them in quantum fields. This does not constitute an actual partnership mechanism or evidence of a sustainable-development purpose as required by the criteria.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project's stated purpose is to develop a skilled quantum workforce for the second quantum revolution, which is a research capacity-building goal, not a deliverable to mobilize resources for sustainable development beyond the project's own research.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project activities involve hiring foreign researchers and training them in quantum fields. This does not constitute an actual partnership mechanism or evidence of a sustainable-development purpose as required by the criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"7839ffbd0f5ff8704abc9882382a48949580de8af8c0fda48c39d58f65869f60","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d1927112c1b735f8ae34dcd014149fca91b662463f23dfe10da8135b06b7dc81","recordedAt":"2026-09-28T11:22:23.570109+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:b3321d7ff034f0d0e8c19fa5c3eeb1a45bf310a72ead64570772bb6b64c942c9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.\n\nSupported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","reason":"purpose: The project aims to develop a skilled workforce, not to create or strengthen international cooperation as a stated deliverable beyond its own research.\nscope: Evidence identifies foreign researchers but fails to identify specific cooperating communities, institutions, or countries required for substantive STI exchange.","checks":[{"evidence_ids":["s5","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a skilled workforce, not to create or strengthen international cooperation as a stated deliverable beyond its own research.","status":"not_met"},{"evidence_ids":["s5","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Evidence identifies foreign researchers but fails to identify specific cooperating communities, institutions, or countries required for substantive STI exchange.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"b3321d7ff034f0d0e8c19fa5c3eeb1a45bf310a72ead64570772bb6b64c942c9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9d40e3b4529e44cbc26dbe3b4f81ed4b7c4e5151b32a54d07c11ea15a3c80b68","recordedAt":"2026-09-28T11:22:23.571776+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-1f48f9e788965513c802b11f"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2","s3","s4"]}},"check_units":{"purpose":["a5"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-1f48f9e788965513c802b11f","conditions":null,"description":"The project aims to develop a skilled and innovative quantum workforce across research, technology, and academia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true}],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"no_mapping","strength":"partial","assertionId":"mapping:07a2fa67b758494203b7338e3520b63010e8f5b27b7aaf9b750ed36a2e7d03fb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","reason":"purpose: The project aims to develop a skilled workforce, not to improve education or expand learning opportunities through a stated educational pathway.\nscope: The target is a 'quantum workforce' (researchers), not an identifiable learner population or educational opportunity.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a skilled workforce, not to improve education or expand learning opportunities through a stated educational pathway.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The target is a 'quantum workforce' (researchers), not an identifiable learner population or educational opportunity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"07a2fa67b758494203b7338e3520b63010e8f5b27b7aaf9b750ed36a2e7d03fb","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-26T07:08:44.724822+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"d397591f0a7d650282d7dc4efbee7d929f68d0fd62f5f0d6b7e5a190f76344d0","sheet_sha256":"a16c5a570552976635f6d7d8820ad2d91c6be244952011ca33392a77a9a00e24","sheet_version":"mesh-activity-sheet-v2","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"4.3","name":"By 2030, ensure equal access for all women and men to affordable and quality technical, vocational and tertiary education, including university","uri":"http://data.europa.eu/sdg/4.3","state":"no_mapping","strength":"partial","assertionId":"mapping:6b46025dc5706b2f1cd74579cd15738107c1311513388101df5440e609728370","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","reason":"purpose: The project aims to develop a skilled workforce, not to provide or improve access to affordable, quality education. It does not address barriers to equal educational access.\nscope: The project focuses on training researchers, not delivering technical, vocational, or tertiary education. It does not establish a relevant equal-access or quality-access contribution for education.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a skilled workforce, not to provide or improve access to affordable, quality education. It does not address barriers to equal educational access.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on training researchers, not delivering technical, vocational, or tertiary education. It does not establish a relevant equal-access or quality-access contribution for education.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"6b46025dc5706b2f1cd74579cd15738107c1311513388101df5440e609728370","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"5622dde75d4d1ec87f148152900b0f3613b854a6113c166c0af7642dee4fe40d","recordedAt":"2026-09-27T06:14:13.823771+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:63487944259efdf5d17916835225ce7bd16b66531e7e407613e3e1c6b5be9223","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.\n\nSupported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.\n\nThe fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.\n\nWith a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.\n\nLocated in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research.","reason":"purpose: The project aims to develop a skilled workforce, not to target employment or enterprise development directly. Hiring researchers is a means to skill development, not an explicit employment objective.\nscope: The project targets the Slovenian economy and workers across research, technology, and academia, satisfying the identifiable economy and workers condition.","checks":[{"evidence_ids":["s5","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a skilled workforce, not to target employment or enterprise development directly. Hiring researchers is a means to skill development, not an explicit employment objective.","status":"not_met"},{"evidence_ids":["s5","s1"],"id":"scope","missing_evidence":null,"reason":"The project targets the Slovenian economy and workers across research, technology, and academia, satisfying the identifiable economy and workers condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":263,"kind":"text","quote":"Supported by the Marie Skłodowska-Curie Actions programme, the SQUASH project – Slovenian Quantum Science Hub – will employ 40 foreign postdoctoral researchers.","start":103,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":451,"kind":"text","quote":"The fellowships are designed to advance their research skills in four multidisciplinary fields: quantum theory, quantum materials, quantum technology, and quantum computing & information.","start":264,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":682,"kind":"text","quote":"With a broad range of international and intersectoral secondments, as well as career-developing training programs, fellows will gain a blend of additional versatile skills, significantly boosting their career-growth opportunities.","start":452,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"},{"end":102,"kind":"text","quote":"Located in Ljubljana, Slovenia, the Jožef Stefan Institute is the national leader in quantum research.","start":0,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"63487944259efdf5d17916835225ce7bd16b66531e7e407613e3e1c6b5be9223","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T11:22:23.573050+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-1f48f9e788965513c802b11f"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a5"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-1f48f9e788965513c802b11f","conditions":null,"description":"The project aims to develop a skilled and innovative quantum workforce across research, technology, and academia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true}],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:5be1ccfe338e61a06dd2eb8a801d9db2f789bff9c00e98e2993558073cc3afe9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","reason":"purpose: The project aims to develop a skilled workforce, not to build infrastructure, upgrade industrial processes, or bring a technology into use in an identified industry. Research capacity building for a sector is not explicitly stated as a contribution beyond the project itself.\nscope: The project's own work addresses developing a skilled workforce, not an identifiable usable technology, innovation system, or research capacity that the project itself develops. The stated aim is capacity building for the sector, but the specific mechanism of developing a usable technology or innovation system is not described.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a skilled workforce, not to build infrastructure, upgrade industrial processes, or bring a technology into use in an identified industry. Research capacity building for a sector is not explicitly stated as a contribution beyond the project itself.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project's own work addresses developing a skilled workforce, not an identifiable usable technology, innovation system, or research capacity that the project itself develops. The stated aim is capacity building for the sector, but the specific mechanism of developing a usable technology or innovation system is not described.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":864,"kind":"text","quote":"The project aims at developing skilled and innovative quantum workforce across research, technology, and academia to tackle the upcoming challenges of the second quantum revolution.","start":683,"text_hash":"96288c477aae0c07053329c654cdc9c79ea6c08786e38943890146b2ab41e1fc"}],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","originalAssertionId":"5be1ccfe338e61a06dd2eb8a801d9db2f789bff9c00e98e2993558073cc3afe9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T11:22:23.574176+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"7ce1fe971a587923e6ff5090aad71997779858572608e0aa338ce3db616013f5","sheet_sha256":"63a4baa40461a272b6ab17883131eec88117f9935d55aef3e58cab9b270a967c","sheet_version":"mesh-activity-sheet-v3","source_version":"2a3ebfb5f76616af7bbafabd35e713012389fc120bc774b8f09986f74f8c3f82","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"4.b","uri":"http://data.europa.eu/sdg/4.b","name":"By 2020, substantially expand globally the number of scholarships available to developing countries, in particular least developed countries, small island developing States and African countries, for enrolment in higher education, including vocational training and information and communications technology, technical, engineering and scientific programmes, in developed countries and other developing countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.c","uri":"http://data.europa.eu/sdg/4.c","name":"By 2030, substantially increase the supply of qualified teachers, including through international cooperation for teacher training in developing countries, especially least developed countries and small island developing States","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.5","uri":"http://data.europa.eu/sdg/8.5","name":"By 2030, achieve full and productive employment and decent work for all women and men, including for young people and persons with disabilities, and equal pay for work of equal value","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.b","uri":"http://data.europa.eu/sdg/8.b","name":"By 2020, develop and operationalize a global strategy for youth employment and implement the Global Jobs Pact of the International Labour Organization","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"3f0cd18850297dc487067b2cb4c18f132cd4a8eb8cf79f23a6af682686277b34","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"SQUASH","title":"Slovenian Quantum Science Hub","status":"SIGNED","startDate":"2025-03-01","endDate":"2030-02-28","ecSignatureDate":"2024-09-23","totalCost":0.0,"ecMaxContribution":5731200.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-Cofund-P","masterCall":"HORIZON-MSCA-2023-COFUND-01","subCall":"HORIZON-MSCA-2023-COFUND-01","grantDoi":"10.3030/101177446","keywords":["quantum physics","quantum theory","quantum materials","quantum technology","quantum computing","quantum information"],"contentUpdateDate":"2026-07-06 12:50:57","topics":[{"code":"HORIZON-MSCA-2023-COFUND-01-01","title":"MSCA COFUND 2023"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":40.0,"ai":40.0,"climate":40.0,"biodiversity":40.0},"organisations":[{"name":"INSTITUT JOZEF STEFAN","shortName":"JSI","role":"coordinator","country":"SI","city":"Ljubljana","activityType":"REC","sme":false,"ecContribution":5731200.0,"totalCost":0.0,"geolocation":[46.042290226,14.48787078],"order":1},{"name":"GEORG-AUGUST-UNIVERSITAT GOTTINGEN STIFTUNG OFFENTLICHEN RECHTS","shortName":"UGOE","role":"associatedPartner","country":"DE","city":"Gottingen","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.53406499,9.9378471775],"order":2},{"name":"CY CERGY PARIS UNIVERSITE","shortName":"CY CERGY PARIS UNIVERSITE","role":"associatedPartner","country":"FR","city":"Cergy-Pontoise","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[49.0313689,2.0697727],"order":3},{"name":"KOBENHAVNS UNIVERSITET","shortName":"UCPH","role":"associatedPartner","country":"DK","city":"KOBENHAVN","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[55.67452,12.56442],"order":4},{"name":"UNIVERSITY OF HAMBURG","shortName":"UHAM","role":"associatedPartner","country":"DE","city":"Hamburg","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[53.563976238,9.9950657366],"order":5},{"name":"UNIVERSITAET AUGSBURG","shortName":"UAU","role":"associatedPartner","country":"DE","city":"Augsburg","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.3342011,10.8989066],"order":6},{"name":"FUNDACIO INSTITUT DE CIENCIES FOTONIQUES","shortName":"ICFO-CERCA","role":"associatedPartner","country":"ES","city":"Castelldefels","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[41.280366,1.9768984],"order":7},{"name":"UNIVERSITA DEGLI STUDI DELL'AQUILA","shortName":"UNIVAQ","role":"associatedPartner","country":"IT","city":"L AQUILA","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[41.90085,12.49035],"order":8},{"name":"YORK UNIVERSITY","shortName":"YORKU","role":"associatedPartner","country":"CA","city":"Toronto","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.7732157,-79.4938034],"order":9},{"name":"RIKEN","shortName":null,"role":"associatedPartner","country":"JP","city":"WAKO SHI SAITAMA","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[35.7817559,139.6091489],"order":10},{"name":"COLLEGE DE FRANCE","shortName":null,"role":"associatedPartner","country":"FR","city":"PARIS","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.8490999,2.3455482],"order":11},{"name":"THE SIMONS FOUNDATION, INC","shortName":null,"role":"associatedPartner","country":"US","city":"New York","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.1561681,-75.8449946],"order":12},{"name":"CONSIGLIO NAZIONALE DELLE RICERCHE","shortName":"CNR","role":"associatedPartner","country":"IT","city":"Roma","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[41.900756621,12.512511598],"order":13},{"name":"POLITECNICO DI MILANO","shortName":"POLIMI","role":"associatedPartner","country":"IT","city":"Milano","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.47786041,9.2270969922],"order":14},{"name":"VYTAUTO DIDZIOJO UNIVERSITETAS","shortName":"VMU","role":"associatedPartner","country":"LT","city":"Kaunas","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[54.899154196,23.915063079],"order":15},{"name":"NARODOWE CENTRUM BADAN JADROWYCH","shortName":"NCBJ","role":"associatedPartner","country":"PL","city":"Otwock","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.12644531,21.33934103],"order":16},{"name":"CESKE VYSOKE UCENI TECHNICKE V PRAZE","shortName":"CVUT","role":"associatedPartner","country":"CZ","city":"PRAHA","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[50.103969523,14.394598051],"order":17},{"name":"College of Engineering, Trivandrum","shortName":"CET","role":"associatedPartner","country":"IN","city":"Thiruvananathapuram","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[8.544055199999999,76.90481002546935],"order":18},{"name":"UNIVERSITE PARIS-SACLAY","shortName":null,"role":"associatedPartner","country":"FR","city":"Gif-Sur-Yvette","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.68333,2.13333],"order":19},{"name":"UNITED KINGDOM RESEARCH AND INNOVATION","shortName":"UKRI","role":"associatedPartner","country":"UK","city":"SWINDON","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.51089,-0.08689],"order":20},{"name":"UNIVERSITE DE PICARDIE JULES VERNE","shortName":"UPJV","role":"associatedPartner","country":"FR","city":"Amiens","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[49.9,2.3],"order":21},{"name":"INSTITUT ZA FIZIKU","shortName":null,"role":"associatedPartner","country":"HR","city":"Zagreb","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.82793033964161,15.985622149042445],"order":22},{"name":"CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS","shortName":"CNRS","role":"associatedPartner","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.85341,2.3488],"order":23},{"name":"UNIVERSITY OF DURHAM","shortName":"UNIVERSITY OF DURHAM","role":"associatedPartner","country":"UK","city":"DURHAM","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.51089,-0.08689],"order":24},{"name":"UNIWERSYTET JAGIELLONSKI","shortName":null,"role":"associatedPartner","country":"PL","city":"Krakow","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[50.0609779,19.9328423],"order":25},{"name":"PAUL SCHERRER INSTITUT","shortName":"PSI","role":"associatedPartner","country":"CH","city":"VILLIGEN PSI","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.949222,7.44587],"order":26},{"name":"UNIVERSITE D'ORLEANS","shortName":"UORL","role":"associatedPartner","country":"FR","city":"Orleans Cedex 2","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[47.838588444,1.9197631916],"order":27},{"name":"MAX-PLANCK-INSTITUT FUR NACHHALTIGE MATERIALIEN GMBH","shortName":"MPI-SUSMAT","role":"associatedPartner","country":"DE","city":"DUSSELDORF","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.2397104,6.8135736],"order":28},{"name":"UNIVERSIDAD DE VIGO","shortName":"UVIGO","role":"associatedPartner","country":"ES","city":"VIGO PONTEVEDRA","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[40.41985,-3.70161],"order":29},{"name":"FORSCHUNGSZENTRUM JULICH GMBH","shortName":"FZJ","role":"associatedPartner","country":"DE","city":"JULICH","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.5177,13.38949],"order":30},{"name":"ELETTRA - SINCROTRONE TRIESTE SCPA","shortName":"ELETTRA","role":"associatedPartner","country":"IT","city":"Basovizza Trieste","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.640649906,13.858999346],"order":31},{"name":"THE UNIVERSITY OF EDINBURGH","shortName":"UEDIN","role":"associatedPartner","country":"UK","city":"Edinburgh","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[55.947691517,-3.187347009],"order":32},{"name":"FUNDACION PUBLICA GALLEGA CENTRO TECNOLOGICO DE SUPERCOMPUTACION DE GALICIA","shortName":"CESGA","role":"associatedPartner","country":"ES","city":"Santiago De Compostela","activityType":"OTH","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[42.875820994,-8.553636211],"order":33},{"name":"UNIVERSITA DEGLI STUDI DI TRENTO","shortName":"UniTrento","role":"associatedPartner","country":"IT","city":"Trento","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.06787,11.12108],"order":34},{"name":"SORBONNE UNIVERSITE","shortName":null,"role":"associatedPartner","country":"FR","city":"Paris","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.85341,2.3488],"order":35},{"name":"UNIVERSITEIT LEIDEN","shortName":"ULEI","role":"associatedPartner","country":"NL","city":"Leiden","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.156635417,4.4867395631],"order":36},{"name":"Novartis farmacevtska proizvodnja d.o.o.","shortName":"Novartis Pharmaceutical Manufacturing LLC","role":"associatedPartner","country":"SI","city":"Ljubljana","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.07679185,14.499763250915805],"order":37},{"name":"TipPri","shortName":"TipPri","role":"associatedPartner","country":"SI","city":"Maribor","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[46.564667099999994,15.631169709896913],"order":38},{"name":"COSYLAB LABORATORIJ ZA KONTROLNE SISTEME DD","shortName":"COSYLAB","role":"associatedPartner","country":"SI","city":"Ljubljana","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.039773643,14.486472846],"order":39},{"name":"SINGLE QUANTUM BV","shortName":"Single Quantum","role":"associatedPartner","country":"NL","city":"Delft","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[52.00667,4.35556],"order":40},{"name":"BEYOND SEMICONDUCTOR, RAZISKAVE IN RAZVOJ, D.O.O.","shortName":null,"role":"associatedPartner","country":"SI","city":"LJUBLJANA","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[46.0947902,14.5535528],"order":41},{"name":"AtomQL d.o.o.","shortName":"AtomQL, raziskave in razvoj d.o.o.","role":"associatedPartner","country":"SI","city":"Ljubljana","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[46.101822,14.6387031],"order":42},{"name":"IBM RESEARCH GMBH","shortName":"IBM","role":"associatedPartner","country":"CH","city":"RUESCHLIKON","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.949222,7.44587],"order":43},{"name":"UNIVERSITY OF SURREY","shortName":"SURREY","role":"associatedPartner","country":"UK","city":"Guildford","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.242571818,-0.587945916],"order":44},{"name":"UNIVERSITY OF WARWICK","shortName":null,"role":"associatedPartner","country":"UK","city":"COVENTRY","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.388401913,-1.56077751],"order":45},{"name":"THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD","shortName":"UOXF","role":"associatedPartner","country":"UK","city":"Oxford","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.75788,-1.2621],"order":46}],"topicDetails":[{"identifier":"HORIZON-MSCA-2023-COFUND-01-01","title":"MSCA COFUND 2023","callIdentifier":"HORIZON-MSCA-2023-COFUND-01","callTitle":"MSCA COFUND 2023","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-TMA-MSCA-Cofund-D HORIZON TMA MSCA Cofund Doctoral programme","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2023-10-10","deadlineDates":["2024-02-08"],"budget":{"budgetByYear":{"2023":"96569000"},"expectedGrants":0,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:Projects results are expected to contribute to the following outcomes:\nFor supported doctoral candidates or postdoctoral researchers\n• Deeper and more diverse set of research-related and transferable skills and competences;\n• Improved employability and career prospects both within academia and beyond;\n• New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Enhanced quality and sustainability of research training;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations;\n• Increased contribution of the participating organisations to the local, regional and/or national socio-economic ecosystems;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Applicants submit proposals for new or existing doctoral or postdoctoral programmes with an impact on the enhancement of human resources in R&I at regional, national or international level. These programmes will be co-funded by MSCA COFUND.\nProposed programmes can cover any research disciplines (\"bottom-up\"), but exceptionally can also focus on specific disciplines, notably when they are based on national or regional Research and Innovation Strategies for Smart Specialisation (RIS3 strategies). In this case, the range of covered disciplines should allow reasonable flexibility for the researchers to define their topic.\nFunding synergies with Cohesion policy funds and the Recovery and Resilience Facility (RRF) are strongly encouraged[1],[2].\nA Career Development Plan must be jointly established by the supervisor and each recruited researcher upon recruitment. In addition to research objectives, this Plan comprises the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aimed at opening science and research to citizens. The Plan must be established at the beginning of the recruitment and should be revised (and updated where needed) within 18 months.\nCOFUND takes the form of:\nA) Doctoral programmes\nDoctoral programmes offer research training activities to allow doctoral candidates to develop and broaden their skills and competences. They will lead to the award of a doctoral degree in at least one EU Member State or Horizon Europe Associated Country. The training activities should be based on the EU Principles on Innovative Doctoral Training.\nSubstantial training modules, including digital ones, addressing key transferable skills and competences common to all fields, fostering good scientific conduct such as research integrity, and fostering the culture of Open Science, innovation and entrepreneurship will be supported. They will include, inter alia, training on the use of collaborative tools and approaches, opening access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science.\nOn top of compulsory international mobility, applicants are encouraged to include elements of cross-sectoral mobility and interdisciplinarity into their programmes. Collaboration with a wider set of associated partners, including from the non-academic sector, will be positively taken into account during the evaluation. These organisations may provide hosting or secondment opportunities or training modules in research or transferable skills.\nParticular attention is paid to the quality of supervision and mentoring arrangements as well as career guidance. The selection procedure for doctoral candidates must be open, transparent and merit-based, in line with the Code of Conduct for the Recruitment of Researchers. The vacancy notice (to be widely advertised internationally, including on the EURAXESS[3] website) must mention if the published rates include all employer and employee's taxes and contributions. If possible, the gross salary (net salary + employee’s taxes and contributions) should be published.\nB) Postdoctoral Programmes\nPostdoctoral Programmes fund individual advanced research training and career development fellowships for postdoctoral researchers. The programmes should offer training to develop key transferable skills and competences common to all fields, foster good scientific conduct such as research integrity, foster innovation and entrepreneurship and promote and (where appropriate) reward Open Science practices (open access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science, etc.).\nPostdoctoral Programmes should have regular selection rounds following fixed deadlines or regular cut-off dates, allowing fair competition between researchers. The selection procedure for postdoctoral candidates must be open, competitive, merit-based and with a transparent international peer review, in line with the Code of Conduct for the Recruitment of Researchers. The vacancy notice (to be widely advertised internationally, including on the EURAXESS website) must mention if the published rates include all employer and employee's taxes and contributions. If possible, the gross salary (net salary + employee’s taxes and contributions) should be published.\nOn top of compulsory international mobility, applicants are encouraged to include elements of cross-sectoral mobility and interdisciplinarity into their programmes. Researchers will be able to freely choose a research topic and the appropriate organisation to host them, fitting their individual needs.\n[1] https://ec.europa.eu/research/regions/index.cfm?pg=synergies\n[2]  The Recovery and Resilience Facility supports reforms and investments u","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2023-COFUND-01-01"}]}}
{"id":"101286165","acronym":"REVOLV","name":"REliable animal-free and high-throughput VOLumetric bioprinting of functional 3D assays","offer":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation. This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%. This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway. The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance. These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows. Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety. The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","objective":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation. This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%. This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway. The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance. These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows. Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety. The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalSourceVersion":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","textHash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012","sourceUrl":"https://cordis.europa.eu/project/id/101286165","country":"CH","participantCountries":["CH","IT","NL"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-03-24 10:48:35","locations":[],"goal":3,"goalIds":[3,9],"rels":[{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:ef6c45157e043253f13490b076b580a13b560bbb3eae7f4a7cef2c83c850b527","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.”","modality":"planned","hypothesis":null,"quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","reason":"purpose: The project explicitly validates innovations using functional liver constructs for pharmaceutical workflows, directly addressing human health through a stated medical application.\nscope: The validation involves functional liver constructs for pharmaceutical R&D, explicitly targeting human health outcomes without geographic or age restrictions.","checks":[{"evidence_ids":["s5","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly validates innovations using functional liver constructs for pharmaceutical workflows, directly addressing human health through a stated medical application.","status":"supported"},{"evidence_ids":["s5","s3"],"id":"scope","missing_evidence":null,"reason":"The validation involves functional liver constructs for pharmaceutical R&D, explicitly targeting human health outcomes without geographic or age restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"ef6c45157e043253f13490b076b580a13b560bbb3eae7f4a7cef2c83c850b527","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-26T09:14:39.334214+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-ef667f97a710cd21510af643","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1181,"evidence_id":"s5","ownership":"current_project","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","quote_sha256":"dc0569d1444f28a8785a6154bc1f33ba9936375ecea048ce5ba709f99fcee43b","role":"activity","source_span_id":"5cbcc184f5c8102171fe5e127cea93a08b70f85c31fb5e3ea27d4a6397355d8f","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1016},"activityBinding":{"activity_ids":["act-ef667f97a710cd21510af643"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-ef667f97a710cd21510af643","conditions":null,"description":"Innovations will be validated through functional liver constructs produced in microplate format.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"b6a5bf2eb925ec67b734250d4988e1eb026ac2538bc734ded80f8761779d2fb5","sheet_sha256":"49a9f1455322d4c466fb5e98b6feb08d72dc827893d8dae596af963b844e1348","sheet_version":"mesh-activity-sheet-v2","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"8.3","name":"Promote development-oriented policies that support productive activities, decent job creation, entrepreneurship, creativity and innovation, and encourage the formalization and growth of micro-, small- and medium-sized enterprises, including through access to financial services","uri":"http://data.europa.eu/sdg/8.3","state":"supported","strength":"strong","assertionId":"mapping:7507de6ad111cae7877f73d205ac558d4aca3bd0308e4dfb08eccdefb9a23fe2","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.”","modality":"planned","hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","reason":"purpose: Project explicitly establishes a commercialization pathway led by a specific SME (Readily3D SA) to ensure regulatory acceptance and large-scale adoption, supporting business growth.\nscope: The commercialization pathway explicitly targets large-scale adoption in pharmaceutical R&D, toxicology, and regenerative medicine, with no geographic or sectoral restrictions mentioned.","checks":[{"evidence_ids":["s6","s3"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly establishes a commercialization pathway led by a specific SME (Readily3D SA) to ensure regulatory acceptance and large-scale adoption, supporting business growth.","status":"supported"},{"evidence_ids":["s6","s3"],"id":"scope","missing_evidence":null,"reason":"The commercialization pathway explicitly targets large-scale adoption in pharmaceutical R&D, toxicology, and regenerative medicine, with no geographic or sectoral restrictions mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"7507de6ad111cae7877f73d205ac558d4aca3bd0308e4dfb08eccdefb9a23fe2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d2498934e885e02efab7e5516a063addd33513fe098f75382a7fd229b7a13787","recordedAt":"2026-09-28T21:15:12.337180+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-5bcc8ba4bec02a2c2040098a","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1616,"evidence_id":"s6","ownership":"current_project","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","quote_sha256":"1c4371bb32ede28014c059a56cbe8517820e0b0c9572699e3b31395bfde550d4","role":"dissemination","source_span_id":"cf0bccbfa9028b50c8b4322ed479450b171eb29ea0ce06829e494c0e5aa395fc","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1182},"activityBinding":{"activity_ids":["act-5bcc8ba4bec02a2c2040098a"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-5bcc8ba4bec02a2c2040098a","conditions":null,"description":"The consortium will establish a clear route to commercialization and regulatory acceptance for the system.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true}],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"004e43ea9e6d29f1cca8e08cfec2edabbd621cf2948d7ad8862338f7436e438a","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"8.4","name":"Improve progressively, through 2030, global resource efficiency in consumption and production and endeavour to decouple economic growth from environmental degradation, in accordance with the 10‑Year Framework of Programmes on Sustainable Consumption and Production, with developed countries taking the lead","uri":"http://data.europa.eu/sdg/8.4","state":"supported","strength":"strong","assertionId":"mapping:0ee0692c25b995736b7842943344ba9eb0a549d9f45b3fff5a597045f3cf0733","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.”","modality":"planned","hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","reason":"purpose: The project explicitly develops a concrete pathway to commercialization and regulatory acceptance, which constitutes a planned contribution to decoupling economic growth from environmental degradation by enabling animal-free testing.\nscope: The pathway identifies resource use in production (bioprinting) and addresses environmental harm (animal testing), satisfying the scope condition for resource efficiency and decoupling.","checks":[{"evidence_ids":["s6","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a concrete pathway to commercialization and regulatory acceptance, which constitutes a planned contribution to decoupling economic growth from environmental degradation by enabling animal-free testing.","status":"supported"},{"evidence_ids":["s6","s3"],"id":"scope","missing_evidence":null,"reason":"The pathway identifies resource use in production (bioprinting) and addresses environmental harm (animal testing), satisfying the scope condition for resource efficiency and decoupling.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"0ee0692c25b995736b7842943344ba9eb0a549d9f45b3fff5a597045f3cf0733","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80cce859173b5982b230e2bb396d92ccecf21f9fd6441f2334497148176a0aa7","recordedAt":"2026-09-28T21:15:12.339358+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-5bcc8ba4bec02a2c2040098a","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1616,"evidence_id":"s6","ownership":"current_project","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","quote_sha256":"1c4371bb32ede28014c059a56cbe8517820e0b0c9572699e3b31395bfde550d4","role":"dissemination","source_span_id":"cf0bccbfa9028b50c8b4322ed479450b171eb29ea0ce06829e494c0e5aa395fc","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1182},"activityBinding":{"activity_ids":["act-5bcc8ba4bec02a2c2040098a"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-5bcc8ba4bec02a2c2040098a","conditions":null,"description":"The consortium will establish a clear route to commercialization and regulatory acceptance for the system.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true}],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"004e43ea9e6d29f1cca8e08cfec2edabbd621cf2948d7ad8862338f7436e438a","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:e61d99c8bef40fd6a10f1472d738a1c57099a3ea7faf17ff3f5457950d2dbcd4","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.”","modality":"planned","hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nREVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","reason":"purpose: Project explicitly builds industrial-grade infrastructure and establishes a stated commercialization pathway (TRL 6) for uptake in pharma, meeting the condition.\nscope: Project addresses the industrial process of volumetric bioprinting via a stated research and development pathway to deliver a scalable, GMP-compliant system.","checks":[{"evidence_ids":["s6","s3"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly builds industrial-grade infrastructure and establishes a stated commercialization pathway (TRL 6) for uptake in pharma, meeting the condition.","status":"supported"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Project addresses the industrial process of volumetric bioprinting via a stated research and development pathway to deliver a scalable, GMP-compliant system.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"e61d99c8bef40fd6a10f1472d738a1c57099a3ea7faf17ff3f5457950d2dbcd4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T12:30:52.300749+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2cb22ac68f1c463292b7c59e","activity_ref":"a3","claim_unit_candidates":["a3"],"end":182,"evidence_id":"s1","ownership":"current_project","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","quote_sha256":"7179169b77c10caa9b59d0c70bd732a22176739dd1c170e106274ceb17cb2d3b","role":"activity","source_span_id":"90716f7501744056fadda766f5aa6ec4e47a6ab7bdcc2e467f4202ac15a0f932","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":0},"activityBinding":{"activity_ids":["act-2cb22ac68f1c463292b7c59e","act-3a0056533a09312ddf0dad04","act-5bcc8ba4bec02a2c2040098a","act-f9c733bbf714cb960e533297"],"activity_refs":["a3","a4","a6","a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s1","s2","s3","s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a6","a7"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a3","a6","a7"],"pathway":"a3 -> a6 -> a7","selected_units":[{"activity_id":"act-2cb22ac68f1c463292b7c59e","conditions":null,"description":"REVOLV will deliver an industrial-grade volumetric bioprinting platform combining AI-driven precision, GMP-compliant resins, and microplate automation.","evidence_ids":["s1","s2","s3","s4"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-3a0056533a09312ddf0dad04","conditions":null,"description":"The project will produce a next-generation system achieving ultra-fast, contact-free production of complex, functional tissues with high cell viability.","evidence_ids":["s2","s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-5bcc8ba4bec02a2c2040098a","conditions":null,"description":"The consortium will establish a clear route to commercialization and regulatory acceptance for the system.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true},{"activity_id":"act-f9c733bbf714cb960e533297","conditions":null,"description":"The project will achieve TRL 6 by demonstrating system integration in pharma-like environments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"f120bdd3155fadc044353bb69cd18b43842f44262160c58652f2bce139410540","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"infrastructure","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:f4bf0a630d3cba57a8fc10eb304de247fb685f198dd8da8bbaf6ab76b0578626","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.”","modality":"planned","hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","reason":"purpose: The project explicitly establishes a commercialization pathway led by a named institution (Readily3D SA) to transfer the system to industry, satisfying the capacity transfer condition.\nscope: The target sector is pharmaceutical R&D and toxicology, which are industrial technological capabilities; the project addresses these specific sectors without restricting to developing countries.","checks":[{"evidence_ids":["s6","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly establishes a commercialization pathway led by a named institution (Readily3D SA) to transfer the system to industry, satisfying the capacity transfer condition.","status":"supported"},{"evidence_ids":["s6","s3"],"id":"scope","missing_evidence":null,"reason":"The target sector is pharmaceutical R&D and toxicology, which are industrial technological capabilities; the project addresses these specific sectors without restricting to developing countries.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"f4bf0a630d3cba57a8fc10eb304de247fb685f198dd8da8bbaf6ab76b0578626","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T12:30:52.301784+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-5bcc8ba4bec02a2c2040098a","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":1616,"evidence_id":"s6","ownership":"current_project","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","quote_sha256":"1c4371bb32ede28014c059a56cbe8517820e0b0c9572699e3b31395bfde550d4","role":"dissemination","source_span_id":"cf0bccbfa9028b50c8b4322ed479450b171eb29ea0ce06829e494c0e5aa395fc","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1182},"activityBinding":{"activity_ids":["act-5bcc8ba4bec02a2c2040098a","act-f9c733bbf714cb960e533297"],"activity_refs":["a6","a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a6","a7"],"scope":["a6","a7"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-5bcc8ba4bec02a2c2040098a","conditions":null,"description":"The consortium will establish a clear route to commercialization and regulatory acceptance for the system.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true},{"activity_id":"act-f9c733bbf714cb960e533297","conditions":null,"description":"The project will achieve TRL 6 by demonstrating system integration in pharma-like environments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"f120bdd3155fadc044353bb69cd18b43842f44262160c58652f2bce139410540","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:3364d3eaf97ef16dacb5c8629b1ac7ae3974b83bdedff9c737ea5a14eb8e9467","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly changes the production of animal testing resources by delivering an animal-free ecosystem, reducing reliance on animal testing in pharmaceutical R&D.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The affected practice is animal testing in pharmaceutical R&D, toxicology, and regenerative medicine, which are identifiable sectors without geographic restriction.","checks":[{"evidence_ids":["s3","s7"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly changes the production of animal testing resources by delivering an animal-free ecosystem, reducing reliance on animal testing in pharmaceutical R&D.","status":"not_met"},{"evidence_ids":["s3","s7"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The affected practice is animal testing in pharmaceutical R&D, toxicology, and regenerative medicine, which are identifiable sectors without geographic restriction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"3364d3eaf97ef16dacb5c8629b1ac7ae3974b83bdedff9c737ea5a14eb8e9467","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:14:47.076338+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a8"],"pathway":"a3 -> a4 -> a5 -> a6 -> a8","selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"004e43ea9e6d29f1cca8e08cfec2edabbd621cf2948d7ad8862338f7436e438a","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:3064260120c380fe6beb3cd87b2bac66707b0e53a29b9497df2cb0050044620b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project develops animal-free resins for tissue engineering, not for managing chemical or waste streams to reduce environmental release.\nscope: The chemical stream (human-derived resins) is a manufacturing input, not a pollutant or waste stream requiring environmentally sound management per SDG 12.4.","checks":[{"evidence_ids":["s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project develops animal-free resins for tissue engineering, not for managing chemical or waste streams to reduce environmental release.","status":"not_met"},{"evidence_ids":["s6","s7"],"id":"scope","missing_evidence":null,"reason":"The chemical stream (human-derived resins) is a manufacturing input, not a pollutant or waste stream requiring environmentally sound management per SDG 12.4.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"3064260120c380fe6beb3cd87b2bac66707b0e53a29b9497df2cb0050044620b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b853c9eaf80276e60c2bff012f3f8e5b3d4552e83d2deb9a4e1601ba57843932","recordedAt":"2026-09-27T10:04:32.218174+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:53bd512b89c6b4774e37fca0cce3a6f9f36efe21d89d637537167ef9590fb59b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project aims to replace animal testing in drug development, not to protect, restore, or sustainably use terrestrial ecosystems, manage forests, combat desertification, or halt biodiversity loss. The subject matter is pharmaceutical R&D, not terrestrial ecosystems.\nscope: The project focuses on 3D bioprinting for pharmaceutical R&D and toxicology. It does not address terrestrial ecosystems, forests, land, or relevant biodiversity as defined by SDG 15.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to replace animal testing in drug development, not to protect, restore, or sustainably use terrestrial ecosystems, manage forests, combat desertification, or halt biodiversity loss. The subject matter is pharmaceutical R&D, not terrestrial ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project focuses on 3D bioprinting for pharmaceutical R&D and toxicology. It does not address terrestrial ecosystems, forests, land, or relevant biodiversity as defined by SDG 15.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"53bd512b89c6b4774e37fca0cce3a6f9f36efe21d89d637537167ef9590fb59b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T10:06:23.564661+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10"],"pathway":"The project develops animal-free bioprinting technology to replace animal testing in pharmaceutical R&D and toxicology, thereby reducing reliance on animal testing and strengthening European leadership in advanced manufacturing.","selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:970ae08c55ee47dfe7ea2611c05f744174c0097cf482d1e911d078b637d1dead","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project aims to reduce animal testing, not to integrate ecosystem or biodiversity values into planning or accounts.\nscope: The project targets pharmaceutical R&D and does not identify a national or local planning, policy, or accounting process for integration.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to reduce animal testing, not to integrate ecosystem or biodiversity values into planning or accounts.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The project targets pharmaceutical R&D and does not identify a national or local planning, policy, or accounting process for integration.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"970ae08c55ee47dfe7ea2611c05f744174c0097cf482d1e911d078b637d1dead","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-26T09:14:39.332658+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"b6a5bf2eb925ec67b734250d4988e1eb026ac2538bc734ded80f8761779d2fb5","sheet_sha256":"49a9f1455322d4c466fb5e98b6feb08d72dc827893d8dae596af963b844e1348","sheet_version":"mesh-activity-sheet-v2","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:8c258c5c89ac1cd79aee9c37b4e7b39786fefce5be23313c2e0e1ff677cf05ae","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","reason":"purpose: The project aims to commercialize a bioprinting system for pharma R&D, not to build a means of implementation (finance, tech transfer, capacity building) for developing countries.\nscope: The stated beneficiaries are pharmaceutical R&D and toxicology, not the specific sustainable development activities or beneficiaries required by SDG 17.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to commercialize a bioprinting system for pharma R&D, not to build a means of implementation (finance, tech transfer, capacity building) for developing countries.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The stated beneficiaries are pharmaceutical R&D and toxicology, not the specific sustainable development activities or beneficiaries required by SDG 17.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"8c258c5c89ac1cd79aee9c37b4e7b39786fefce5be23313c2e0e1ff677cf05ae","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T12:30:52.299581+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"f120bdd3155fadc044353bb69cd18b43842f44262160c58652f2bce139410540","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:8a248a08d6cdfeea4923cbfeb3fb00f90a9738f548a9b506584e792d22c6e6d3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","reason":"purpose: The project describes a commercialization route but does not explicitly enhance regional/international cooperation or knowledge-sharing through an evidenced mechanism.\nscope: The text mentions consortium members but fails to identify specific cooperating communities or countries and lacks a described international cooperation pathway.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project describes a commercialization route but does not explicitly enhance regional/international cooperation or knowledge-sharing through an evidenced mechanism.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The text mentions consortium members but fails to identify specific cooperating communities or countries and lacks a described international cooperation pathway.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"8a248a08d6cdfeea4923cbfeb3fb00f90a9738f548a9b506584e792d22c6e6d3","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-27T10:06:23.568997+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:44a67e49be9dd51a7a373a47f38aa9b3b93f1223df28cd1c70b718b04d23eba9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project targets pharmaceutical R&D and regenerative medicine, not food security or agriculture. No stated pathway links the technology to hunger reduction.\nscope: The contribution concerns drug development and tissue engineering, not people's food or nutrition needs or sustainable agricultural systems.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project targets pharmaceutical R&D and regenerative medicine, not food security or agriculture. No stated pathway links the technology to hunger reduction.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns drug development and tissue engineering, not people's food or nutrition needs or sustainable agricultural systems.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"44a67e49be9dd51a7a373a47f38aa9b3b93f1223df28cd1c70b718b04d23eba9","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-27T10:09:54.217144+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:c6af109040f909eb1121858553bdfec63c10a58f4e5357e113d859279da4102f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project develops animal-free bioprinting for pharmaceutical R&D and regenerative medicine, not sustainable food-production systems or resilient agricultural practices.\nscope: The project targets pharmaceutical and regenerative medicine applications, lacking any stated link to food production or agricultural practice.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project develops animal-free bioprinting for pharmaceutical R&D and regenerative medicine, not sustainable food-production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets pharmaceutical and regenerative medicine applications, lacking any stated link to food production or agricultural practice.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"c6af109040f909eb1121858553bdfec63c10a58f4e5357e113d859279da4102f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-27T10:08:09.669543+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.5","name":"By 2020, maintain the genetic diversity of seeds, cultivated plants and farmed and domesticated animals and their related wild species, including through soundly managed and diversified seed and plant banks at the national, regional and international levels, and promote access to and fair and equitable sharing of benefits arising from the utilization of genetic resources and associated traditional knowledge, as internationally agreed","uri":"http://data.europa.eu/sdg/2.5","state":"no_mapping","strength":"partial","assertionId":"mapping:54abd099b215fd61aaa25ce9f96c12797b9b2c25b7c16f6ae59e7d507552b269","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project focuses on animal-free bioprinting for pharmaceutical R&D, not maintaining agricultural genetic diversity or benefit-sharing from genetic resources.\nscope: The project targets functional tissues for drug development, lacking any focus on seeds, cultivated plants, farmed animals, or their related wild species.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on animal-free bioprinting for pharmaceutical R&D, not maintaining agricultural genetic diversity or benefit-sharing from genetic resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets functional tissues for drug development, lacking any focus on seeds, cultivated plants, farmed animals, or their related wild species.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"54abd099b215fd61aaa25ce9f96c12797b9b2c25b7c16f6ae59e7d507552b269","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d7c81faf733af9570e16374c9ffd54456a00ffb9adb3eb602f29824e81eaafc2","recordedAt":"2026-09-27T10:08:09.671202+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:5071f408acbe14afa1b35df0769851449c8f4e758a6e821699b9dcce23b46148","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project aims to reduce animal testing in drug development, not to reduce human illness caused by hazardous chemicals or pollution. The stated purpose does not match the required condition.\nscope: The project addresses animal testing reduction, not exposure to specific hazardous chemicals or pollution. No connection to human health harm from pollution is established.","checks":[{"evidence_ids":["s3","s5","s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to reduce animal testing in drug development, not to reduce human illness caused by hazardous chemicals or pollution. The stated purpose does not match the required condition.","status":"not_met"},{"evidence_ids":["s3","s5","s7"],"id":"scope","missing_evidence":null,"reason":"The project addresses animal testing reduction, not exposure to specific hazardous chemicals or pollution. No connection to human health harm from pollution is established.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"5071f408acbe14afa1b35df0769851449c8f4e758a6e821699b9dcce23b46148","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-27T10:08:09.672700+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s5","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s5","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:aea70e32d4df6c27e44f867fe6665d22138d698900c8ae2d5926aca277c397e9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project focuses on animal-free bioprinting for drug development, not water or sanitation management. No stated activity addresses water availability, quality, or ecosystems.\nscope: The project targets pharmaceutical R&D and regenerative medicine. It does not identify a specific water system, resource, or ecosystem to benefit, failing the scope condition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on animal-free bioprinting for drug development, not water or sanitation management. No stated activity addresses water availability, quality, or ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets pharmaceutical R&D and regenerative medicine. It does not identify a specific water system, resource, or ecosystem to benefit, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"aea70e32d4df6c27e44f867fe6665d22138d698900c8ae2d5926aca277c397e9","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T10:09:54.221173+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:e97591d8754f9ec016d0f51473e78f51ce6a34b46dfaad633808590e2e711f68","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project focuses on animal-free bioprinting for pharma and regenerative medicine, not water or sanitation activities.\nscope: The supported domain is pharmaceutical R&D and tissue engineering, which does not concern water or sanitation.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on animal-free bioprinting for pharma and regenerative medicine, not water or sanitation activities.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The supported domain is pharmaceutical R&D and tissue engineering, which does not concern water or sanitation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"e97591d8754f9ec016d0f51473e78f51ce6a34b46dfaad633808590e2e711f68","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-27T10:09:54.222770+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:e93086c7c9ae625df9de65deae34296d9c04705cbbe1c8647810901a4817acc2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.\n\nThis next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.\n\nThis innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.\n\nThe platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.\n\nThese innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.\n\nAlongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.\n\nThe outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","reason":"purpose: The project focuses on bioprinting for pharmaceutical R&D and regenerative medicine, not energy access, supply, or efficiency.\nscope: The activity concerns tissue production and drug development, which are unrelated to energy sources, conversion, supply, storage, or services.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on bioprinting for pharmaceutical R&D and regenerative medicine, not energy access, supply, or efficiency.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The activity concerns tissue production and drug development, which are unrelated to energy sources, conversion, supply, storage, or services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"REVOLV will deliver the first industrial-grade volumetric bioprinting platform, combining AI-driven precision, GMP-compliant human-derived resins, and seamless microplate automation.","start":0,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":351,"kind":"text","quote":"This next-generation system achieves ultra-fast (<10s per construct), contact-free production of complex, functional tissues while maintaining cell viability above 90%.","start":183,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":761,"kind":"text","quote":"This innovation addresses long-standing limitations of conventional bioprinting, as slow layer-by-layer deposition, poor reproducibility, and limited vascularization, transforming volumetric bioprinting into a scalable solution for pharmaceutical R&D, toxicology, and regenerative medicine.To achieve this breakthrough, REVOLV combines advanced hardware, novel biomaterials, and a rigorous validation pathway.","start":352,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1015,"kind":"text","quote":"The platform integrates AI-powered calibration to guarantee reproducible, high-fidelity printing across diverse geometries and resins, while newly developed human-derived supramolecular resins ensure both regulatory alignment and biological performance.","start":762,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1181,"kind":"text","quote":"These innovations will be validated through functional liver constructs produced in microplate format, directly demonstrating relevance for pharmaceutical workflows.","start":1016,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"},{"end":1868,"kind":"text","quote":"The outcome will be a GMP-ready, automated, and animal-free 3D bioprinting ecosystem that reduces reliance on animal testing, strengthens European leadership in advanced manufacturing, and accelerates safer, more predictive drug development worldwide.","start":1617,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"e93086c7c9ae625df9de65deae34296d9c04705cbbe1c8647810901a4817acc2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T10:09:54.224344+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:f412f37052cc001bb162fbc2da30738ef1d98184c08f4363f6df00c69ad070ab","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","reason":"purpose: The project focuses on animal-free bioprinting for pharma R&D, not clean energy research or technology access.\nscope: The commercialization route involves a single company (Readily3D SA) and lacks a cross-border mechanism or investment mobilization for clean energy.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on animal-free bioprinting for pharma R&D, not clean energy research or technology access.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The commercialization route involves a single company (Readily3D SA) and lacks a cross-border mechanism or investment mobilization for clean energy.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"Alongside the technical development, the consortium will establish a clear route to commercialization and regulatory acceptance, ensuring that the system is not only scientifically robust but also ready for large-scale adoption.REVOLV will achieve TRL 6 by demonstrating system integration in pharma-like environments, anchoring a commercialization pathway led by Readily3D SA with strong contributions from UMC Utrecht and INsociety.","start":1182,"text_hash":"226f75676be72d7d39fdf35385e340434c45c864edb5cf296d1d683ab6208012"}],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","originalAssertionId":"f412f37052cc001bb162fbc2da30738ef1d98184c08f4363f6df00c69ad070ab","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T10:11:31.292514+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"d2a5239b24e56872300e4bf44f7a4b5e6b60cc744f946bb760cfe78b9a031967","sheet_sha256":"4034cfca93852f028f4846ab2d24e5de14819eead7c21076ae3c40926f61fbca","sheet_version":"mesh-activity-sheet-v3","source_version":"d1236c05d07918d7c71b1be64e8bf269a1c94b18915d4d48b9cf4568b19ae1eb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.a","uri":"http://data.europa.eu/sdg/2.a","name":"Increase investment, including through enhanced international cooperation, in rural infrastructure, agricultural research and extension services, technology development and plant and livestock gene banks in order to enhance agricultural productive capacity in developing countries, in particular least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4038aa6f21d18ac18be3cec86c2cbd76b2e5941c5f8c1c86b998bd8c8c937c83","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"REVOLV","title":"REliable animal-free and high-throughput VOLumetric bioprinting of functional 3D assays","status":"SIGNED","startDate":"2026-06-01","endDate":"2028-11-30","ecSignatureDate":"2026-03-18","totalCost":0.0,"ecMaxContribution":2117675.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-EIC","masterCall":"HORIZON-EIC-2025-TRANSITIONOPEN","subCall":"HORIZON-EIC-2025-TRANSITIONOPEN","grantDoi":"10.3030/101286165","keywords":["Volumetric bioprinting","Human-based resins","High-throughput automation","Drug discovery"],"contentUpdateDate":"2026-03-24 10:48:35","topics":[{"code":"HORIZON-EIC-2025-TRANSITIONOPEN","title":"EIC Transition Open"}],"legalBasis":[{"code":"HORIZON.3.1","title":"The European Innovation Council (EIC)","main":true}],"euroSciVoc":[{"code":"/29/101/555/1359","path":"social sciences/sociology/industrial relations/automation","title":"automation"},{"code":"/23/51/359/1065","path":"natural sciences/mathematics/pure mathematics/geometry","title":"geometry"},{"code":"/25/61/383","path":"engineering and technology/industrial biotechnology/biomaterials","title":"biomaterials"},{"code":"/21/35/147","path":"medical and health sciences/basic medicine/toxicology","title":"toxicology"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":40.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"READILY3D SA","shortName":null,"role":"coordinator","country":"CH","city":"Lausanne","activityType":"PRC","sme":true,"ecContribution":1241800.0,"totalCost":0.0,"geolocation":[46.5225695,6.580950497654294],"order":1},{"name":"UNIVERSITAIR MEDISCH CENTRUM UTRECHT","shortName":"UMC UTRECHT","role":"participant","country":"NL","city":"Utrecht","activityType":"HES","sme":false,"ecContribution":625875.0,"totalCost":0.0,"geolocation":[52.086020229,5.1796011744],"order":2},{"name":"IN SRL","shortName":"INSOCIETY","role":"participant","country":"IT","city":"Udine","activityType":"PRC","sme":true,"ecContribution":250000.0,"totalCost":0.0,"geolocation":[45.9764369,13.3262532],"order":3}],"topicDetails":[{"identifier":"HORIZON-EIC-2025-TRANSITIONOPEN","title":"EIC Transition Open","callIdentifier":"HORIZON-EIC-2025-TRANSITIONOPEN","callTitle":"EIC Transition 2025","programme":"Horizon Europe (HORIZON)","programmeDivisions":["The European Innovation Council (EIC)","Innovative Europe","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-EIC HORIZON EIC Grants","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2025-04-22","deadlineDates":["2025-09-17"],"budget":{"budgetByYear":{"2025":"98000000"},"expectedGrants":40,"minContribution":500000,"maxContribution":2500000,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:EIC Transition funds innovation activities that go beyond the experimental proof of principle in laboratory. It supports both the maturation and validation of your novel technology from the lab to the relevant application environments (by making use of prototyping, formulation, models, user testing or other validation tests) as well as explorations and development of a sustainable business case and business model towards commercialisation.\nYour proposed activities must include further technology development on the results achieved in a previous project and follow user-centric methodologies to increase chances of the innovation’s future success in the market. EIC Transition projects should address, in a balanced way, both technology and market/business development, possibly including iterative learning processes based on early customer or user feedback. These activities should include, subject to the level of maturity of the technology, a suitable mix of technology development and validation activities to increase the maturity of the technology beyond proof of concept to viable demonstrators of the technology in the intended field of application (i.e., from TRL 4 up to Technology Readiness Level 5 to 6). The activities must in all cases address market readiness towards commercialisation and deployment (market research, value proposition, business case and business model, prospects for growth, intellectual property protection, competitor analysis etc.) and aspects of regulation, certification and standardisation (if relevant), aimed at getting both the technology and the business idea investment ready.\nMore information can be found in the EIC WP 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIC-2025-TRANSITIONOPEN"}]}}
{"id":"101282952","acronym":"NanoLiBRe","name":"Functionalizing Tailored Nano Lignin for Recyclable Bio-based Resins","offer":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources. Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives. This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability. The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity. To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles. Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure. The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites. Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance. Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite. Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","objective":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources. Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives. This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability. The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity. To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles. Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure. The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites. Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance. Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite. Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalSourceVersion":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","textHash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd","sourceUrl":"https://cordis.europa.eu/project/id/101282952","country":"SI","participantCountries":["SI"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-04-06 20:38:38","locations":[],"goal":8,"goalIds":[8,12],"rels":[{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"supported","strength":"strong","assertionId":"mapping:3dd98a6a80adaf12e1d6394c64364d740533dfc8c29c55dd68dde62b7916ceb3","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.”","modality":"planned","hypothesis":null,"quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: The project explicitly changes the production of wood composite resins by replacing formaldehyde-based resins with bio-derived, recyclable alternatives, addressing pollution and safety issues.\nscope: The affected practice is the production of wood composites using resins, a specific sector and product lifecycle stage, with no geographic restriction mentioned.","checks":[{"evidence_ids":["s7","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly changes the production of wood composite resins by replacing formaldehyde-based resins with bio-derived, recyclable alternatives, addressing pollution and safety issues.","status":"supported"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"The affected practice is the production of wood composites using resins, a specific sector and product lifecycle stage, with no geographic restriction mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"3dd98a6a80adaf12e1d6394c64364d740533dfc8c29c55dd68dde62b7916ceb3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:13:10.369583+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e4648653581b1963b8332cbf","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1421,"evidence_id":"s7","ownership":"current_project","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","quote_sha256":"1fa0966bfa49df5362fa7670eeb8a6cf830f3e901e87d1ad882d504f32f2d58a","role":"output","source_span_id":"de09ae797b81ffdc7a585465a9e81ed9e03ba0ddbd275f1e9fca1ef99fe69a65","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1135},"activityBinding":{"activity_ids":["act-e4648653581b1963b8332cbf"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"230dd8f00d3ad4e6d6ced2c3b5e09cd10c0ddcccdbf7448ba0dcb83fa84a3563","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"supported","strength":"strong","assertionId":"mapping:904d9dc92716b05c86f2022c5a56500532b70fc7367c5ff0ad1767cabac8bc2c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.”","modality":"planned","hypothesis":null,"quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: Project explicitly aims to replace formaldehyde-based resins with bio-derived alternatives to reduce harmful chemical releases and health risks.\nscope: Project targets formaldehyde (chemical) and its release pathway in wood composites, investigating bio-based alternatives to manage adverse impacts.","checks":[{"evidence_ids":["s7","s2"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to replace formaldehyde-based resins with bio-derived alternatives to reduce harmful chemical releases and health risks.","status":"supported"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"Project targets formaldehyde (chemical) and its release pathway in wood composites, investigating bio-based alternatives to manage adverse impacts.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"904d9dc92716b05c86f2022c5a56500532b70fc7367c5ff0ad1767cabac8bc2c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T14:14:47.073669+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e4648653581b1963b8332cbf","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1421,"evidence_id":"s7","ownership":"current_project","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","quote_sha256":"1fa0966bfa49df5362fa7670eeb8a6cf830f3e901e87d1ad882d504f32f2d58a","role":"output","source_span_id":"de09ae797b81ffdc7a585465a9e81ed9e03ba0ddbd275f1e9fca1ef99fe69a65","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1135},"activityBinding":{"activity_ids":["act-e4648653581b1963b8332cbf"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"230dd8f00d3ad4e6d6ced2c3b5e09cd10c0ddcccdbf7448ba0dcb83fa84a3563","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"chemical_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"supported","strength":"strong","assertionId":"mapping:7f93b18a5068585af80f6e59c1dbac8e38340f34202bc72bd84722d2b0f698c8","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.”","modality":"planned","hypothesis":null,"quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: The project explicitly aims to create biodegradable adhesives capable of replacing formaldehyde-based resins, thereby enabling the reuse of wood waste and preventing the generation of hazardous waste associated with conventional resins.\nscope: The contribution targets the replacement of formaldehyde-based resins in wood composites, addressing the formaldehyde emission issue and the waste stream generated by conventional synthetic resin production.","checks":[{"evidence_ids":["s7","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to create biodegradable adhesives capable of replacing formaldehyde-based resins, thereby enabling the reuse of wood waste and preventing the generation of hazardous waste associated with conventional resins.","status":"supported"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"The contribution targets the replacement of formaldehyde-based resins in wood composites, addressing the formaldehyde emission issue and the waste stream generated by conventional synthetic resin production.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"7f93b18a5068585af80f6e59c1dbac8e38340f34202bc72bd84722d2b0f698c8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b6698c9f43e7c840d0261f3200998f123e96fb201f8d97dc17d14f12b58c2281","recordedAt":"2026-09-29T14:14:47.075179+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e4648653581b1963b8332cbf","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1421,"evidence_id":"s7","ownership":"current_project","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","quote_sha256":"1fa0966bfa49df5362fa7670eeb8a6cf830f3e901e87d1ad882d504f32f2d58a","role":"output","source_span_id":"de09ae797b81ffdc7a585465a9e81ed9e03ba0ddbd275f1e9fca1ef99fe69a65","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1135},"activityBinding":{"activity_ids":["act-e4648653581b1963b8332cbf"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"230dd8f00d3ad4e6d6ced2c3b5e09cd10c0ddcccdbf7448ba0dcb83fa84a3563","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:08a7d947bb75d58a70e07911b1946bca12fb0b2f06e6388e90858e039f2437ee","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.”","modality":"planned","hypothesis":null,"quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.\n\nAn increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: Project explicitly aims to mitigate climate change by developing bio-based adhesives to reduce fossil resource dependence and replace synthetic resins.\nscope: Climate change is a substantive object as the project targets fossil resource dependence and promotes bio-based materials to combat it.","checks":[{"evidence_ids":["s3","s7","s10","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to mitigate climate change by developing bio-based adhesives to reduce fossil resource dependence and replace synthetic resins.","status":"supported"},{"evidence_ids":["s3","s7","s10","s1","s2"],"id":"scope","missing_evidence":null,"reason":"Climate change is a substantive object as the project targets fossil resource dependence and promotes bio-based materials to combat it.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"08a7d947bb75d58a70e07911b1946bca12fb0b2f06e6388e90858e039f2437ee","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T15:58:51.231897+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-b4f04537291eb25951e63395","activity_ref":"a10","claim_unit_candidates":["a10"],"end":2000,"evidence_id":"s10","ownership":"current_project","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","quote_sha256":"1903fd741ffab750b6bffd51ee39058ddfdf881f3a07cea53b1282486267abf4","role":"output","source_span_id":"abb31584c26e53709d8f229c6d6c5f8e2a8e391d7afbd7f5bf0a157b75b6cf86","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1791},"activityBinding":{"activity_ids":["act-eb6cd24d609b4eea84db8da8","act-e4648653581b1963b8332cbf","act-b4f04537291eb25951e63395"],"activity_refs":["a3","a7","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s7","s10"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3","s7","s10"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a3","a7","a10"],"scope":["a3","a7","a10"]},"code_owned_checks":[],"model_selected_units":["a3","a7","a10"],"pathway":"a3 -> a7 -> a10","selected_units":[{"activity_id":"act-eb6cd24d609b4eea84db8da8","conditions":null,"description":"The project will advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-b4f04537291eb25951e63395","conditions":"providing a viable alternative to conventional synthetic resins","description":"The project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"230dd8f00d3ad4e6d6ced2c3b5e09cd10c0ddcccdbf7448ba0dcb83fa84a3563","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"8.4","name":"Improve progressively, through 2030, global resource efficiency in consumption and production and endeavour to decouple economic growth from environmental degradation, in accordance with the 10‑Year Framework of Programmes on Sustainable Consumption and Production, with developed countries taking the lead","uri":"http://data.europa.eu/sdg/8.4","state":"supported","strength":"strong","assertionId":"mapping:11f939acd500ae6edf610657b12367ac8ee2cd9eaf2636dfb7bee65814128d35","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.”","modality":"planned","hypothesis":null,"quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: Project explicitly develops bio-based adhesives to replace formaldehyde resins, improving resource efficiency by substituting fossil-derived inputs with renewable lignin.\nscope: Pathway identifies resource use in production (lignin vs fossil resins) and addresses environmental harm (formaldehyde emissions) through substitution.","checks":[{"evidence_ids":["s7","s2"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly develops bio-based adhesives to replace formaldehyde resins, improving resource efficiency by substituting fossil-derived inputs with renewable lignin.","status":"supported"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"Pathway identifies resource use in production (lignin vs fossil resins) and addresses environmental harm (formaldehyde emissions) through substitution.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"11f939acd500ae6edf610657b12367ac8ee2cd9eaf2636dfb7bee65814128d35","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80cce859173b5982b230e2bb396d92ccecf21f9fd6441f2334497148176a0aa7","recordedAt":"2026-09-26T04:03:56.522074+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-e4648653581b1963b8332cbf","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1421,"evidence_id":"s7","ownership":"current_project","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","quote_sha256":"1fa0966bfa49df5362fa7670eeb8a6cf830f3e901e87d1ad882d504f32f2d58a","role":"output","source_span_id":"de09ae797b81ffdc7a585465a9e81ed9e03ba0ddbd275f1e9fca1ef99fe69a65","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1135},"activityBinding":{"activity_ids":["act-e4648653581b1963b8332cbf"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"96e2fb5da630edf4688f6a12a71328ce2b6e6d55f76b63735e29360e4da587c5","sheet_sha256":"cb3ea07aba8897cdf1af66b52ae4f804d55966023e36bc4eaad5dd4c81db620b","sheet_version":"mesh-activity-sheet-v2","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:63533ed66bb521fa64f74fc6c2fecf2d99c84feed132797c0cba8e12f53df841","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThis project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.\n\nTo improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.\n\nPurified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nAdditionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.\n\nAdhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","reason":"purpose: The project focuses on developing bio-based adhesives for wood composites, not on making cities or human settlements inclusive, safe, resilient, or sustainable.\nscope: The intervention targets wood composites and adhesive production, lacking any substantive connection to a city, settlement, or urban-system setting.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing bio-based adhesives for wood composites, not on making cities or human settlements inclusive, safe, resilient, or sustainable.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The intervention targets wood composites and adhesive production, lacking any substantive connection to a city, settlement, or urban-system setting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":746,"kind":"text","quote":"The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.","start":573,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":961,"kind":"text","quote":"To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.","start":747,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1134,"kind":"text","quote":"Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.","start":962,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1661,"kind":"text","quote":"Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","start":1422,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1790,"kind":"text","quote":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.","start":1662,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"63533ed66bb521fa64f74fc6c2fecf2d99c84feed132797c0cba8e12f53df841","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-27T00:24:38.963414+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"a45b4e9006e78abe1c9f9518f82141476e8cfd65c58b0a31e5559e1785eb89e1","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.3","name":"Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning","uri":"http://data.europa.eu/sdg/13.3","state":"no_mapping","strength":"partial","assertionId":"mapping:d46adc5a7af65c7be50a0d21bcdcf5ff42e791f20be45774941696470b02fde7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: The project aims to develop novel bio-based adhesives, not to improve education, awareness, or human/institutional capacity regarding climate change.\nscope: The project focuses on material science and adhesive production, lacking any identifiable capacity or learning activity related to climate domains.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop novel bio-based adhesives, not to improve education, awareness, or human/institutional capacity regarding climate change.","status":"not_met"},{"evidence_ids":["s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project focuses on material science and adhesive production, lacking any identifiable capacity or learning activity related to climate domains.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"d46adc5a7af65c7be50a0d21bcdcf5ff42e791f20be45774941696470b02fde7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d34b473d81b1efd97ead706c230e2783a03feae1367717572aff3d5253c844b1","recordedAt":"2026-09-28T17:33:53.278993+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"230dd8f00d3ad4e6d6ced2c3b5e09cd10c0ddcccdbf7448ba0dcb83fa84a3563","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:d3acf9462d9a9f2559b96ee0f7982591db9b42779e3184dc37b80c7fb34f596c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThis project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.\n\nAdhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.\n\nThe approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.\n\nTo improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.\n\nPurified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.\n\nAdditionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","reason":"purpose: Project develops bio-based adhesives for wood composites, not terrestrial ecosystems or forests. No explicit conservation pathway exists.\nscope: Subject is wood composites (processed materials), not terrestrial ecosystems, forests, or land. Scope does not match SDG 15.","checks":[{"evidence_ids":["s1","s2","s3","s7","s10"],"id":"purpose","missing_evidence":null,"reason":"Project develops bio-based adhesives for wood composites, not terrestrial ecosystems or forests. No explicit conservation pathway exists.","status":"not_met"},{"evidence_ids":["s9","s1","s2","s3","s4","s5","s6","s7","s8","s10"],"id":"scope","missing_evidence":null,"reason":"Subject is wood composites (processed materials), not terrestrial ecosystems, forests, or land. Scope does not match SDG 15.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1790,"kind":"text","quote":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.","start":1662,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":746,"kind":"text","quote":"The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.","start":573,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":961,"kind":"text","quote":"To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.","start":747,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1134,"kind":"text","quote":"Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.","start":962,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1661,"kind":"text","quote":"Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","start":1422,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"d3acf9462d9a9f2559b96ee0f7982591db9b42779e3184dc37b80c7fb34f596c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T00:24:38.970712+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-bd545912fc0270033dff8388"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s7","s10"]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10"]}},"check_units":{"purpose":[],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a3","a7","a10"],"pathway":"a3 -> a7 -> a10","selected_units":[{"activity_id":"act-bd545912fc0270033dff8388","conditions":null,"description":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composites.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"a45b4e9006e78abe1c9f9518f82141476e8cfd65c58b0a31e5559e1785eb89e1","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:e3d85b9e78c5a4565473ca0d36ee3a5ecd61b0151d751795e86c9599bc2e4c7c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","reason":"purpose: The project aims to replace formaldehyde-based resins to reduce health risks, but the activity is the development of the adhesive itself, not the health intervention or mechanism. The health benefit is a generic societal outcome of the material, not an explicit health-related mechanism or application as required by the criterion.\nscope: The project explicitly intends to create adhesives to replace formaldehyde-based resins, addressing concerns about health risks and formaldehyde emissions. This establishes human healthy lives as an explicit intended outcome, satisfying the scope condition.","checks":[{"evidence_ids":["s2","s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to replace formaldehyde-based resins to reduce health risks, but the activity is the development of the adhesive itself, not the health intervention or mechanism. The health benefit is a generic societal outcome of the material, not an explicit health-related mechanism or application as required by the criterion.","status":"not_met"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"The project explicitly intends to create adhesives to replace formaldehyde-based resins, addressing concerns about health risks and formaldehyde emissions. This establishes human healthy lives as an explicit intended outcome, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"e3d85b9e78c5a4565473ca0d36ee3a5ecd61b0151d751795e86c9599bc2e4c7c","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-26T04:02:21.237690+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-e4648653581b1963b8332cbf"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s7"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":[],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-e4648653581b1963b8332cbf","conditions":"by pioneering the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers","description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"96e2fb5da630edf4688f6a12a71328ce2b6e6d55f76b63735e29360e4da587c5","sheet_sha256":"cb3ea07aba8897cdf1af66b52ae4f804d55966023e36bc4eaad5dd4c81db620b","sheet_version":"mesh-activity-sheet-v2","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:c1324c64f39b4e67c4184b44ac520ee6a49d51a5a38f5812adec0e926eeb85fb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","reason":"purpose: The project explicitly aims to replace formaldehyde-based resins with bio-based alternatives to mitigate health risks associated with formaldehyde emissions.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The source explicitly connects formaldehyde exposure to human health risks, and the project addresses this by developing safer, non-formaldehyde adhesives.","checks":[{"evidence_ids":["s7","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to replace formaldehyde-based resins with bio-based alternatives to mitigate health risks associated with formaldehyde emissions.","status":"supported"},{"evidence_ids":["s2"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The source explicitly connects formaldehyde exposure to human health risks, and the project addresses this by developing safer, non-formaldehyde adhesives.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"c1324c64f39b4e67c4184b44ac520ee6a49d51a5a38f5812adec0e926eeb85fb","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-27T20:24:30.832938+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-8b9dd42cdbd1c50c38228b4e"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2","a7"],"pathway":"a2 -> a7","selected_units":[{"activity_id":"act-8b9dd42cdbd1c50c38228b4e","conditions":null,"description":"The project will create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites by pioneering the use of bio-capping agents and amino acid functionalization.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"a45b4e9006e78abe1c9f9518f82141476e8cfd65c58b0a31e5559e1785eb89e1","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:c6862460dbca3ac9228b2da8815fa1d7c122a18ed6a3128ac7cb65627c307248","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThis project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.\n\nTo improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.\n\nPurified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nAdditionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.\n\nAdhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","reason":"purpose: Project focuses on bio-based adhesives for wood composites, not water, sanitation, or water-related ecosystems.\nscope: Project targets wood composites and formaldehyde alternatives, with no identified water system, resource, or ecosystem.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on bio-based adhesives for wood composites, not water, sanitation, or water-related ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"Project targets wood composites and formaldehyde alternatives, with no identified water system, resource, or ecosystem.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":746,"kind":"text","quote":"The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.","start":573,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":961,"kind":"text","quote":"To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.","start":747,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1134,"kind":"text","quote":"Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.","start":962,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1661,"kind":"text","quote":"Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","start":1422,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1790,"kind":"text","quote":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.","start":1662,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"c6862460dbca3ac9228b2da8815fa1d7c122a18ed6a3128ac7cb65627c307248","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T00:26:25.291367+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"a45b4e9006e78abe1c9f9518f82141476e8cfd65c58b0a31e5559e1785eb89e1","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.3","name":"By 2030, improve water quality by reducing pollution, eliminating dumping and minimizing release of hazardous chemicals and materials, halving the proportion of untreated wastewater and substantially increasing recycling and safe reuse globally","uri":"http://data.europa.eu/sdg/6.3","state":"no_mapping","strength":"partial","assertionId":"mapping:15c407f6bf1ce330072bf5d83336cabc48de482ebc19e481a744fa143fa1daf0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThis project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.\n\nTo improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.\n\nPurified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nAdditionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.\n\nAdhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","reason":"purpose: The project aims to produce bio-based adhesives for wood composites, not to improve water quality or address water pollution.\nscope: The work concerns solid waste (lignin) and wood composites, with no stated contribution to water contamination, wastewater, or water recycling.","checks":[{"evidence_ids":["s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to produce bio-based adhesives for wood composites, not to improve water quality or address water pollution.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The work concerns solid waste (lignin) and wood composites, with no stated contribution to water contamination, wastewater, or water recycling.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":746,"kind":"text","quote":"The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.","start":573,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":961,"kind":"text","quote":"To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.","start":747,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1134,"kind":"text","quote":"Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.","start":962,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1661,"kind":"text","quote":"Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","start":1422,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1790,"kind":"text","quote":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.","start":1662,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"15c407f6bf1ce330072bf5d83336cabc48de482ebc19e481a744fa143fa1daf0","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"705b8fe5e2afa9b6fcaeee71320e1ecd587670fe50416b823680b5c85f49b3a8","recordedAt":"2026-09-27T00:26:25.293377+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"a45b4e9006e78abe1c9f9518f82141476e8cfd65c58b0a31e5559e1785eb89e1","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:31c92f8f842986c475b9e9450bad17a258181269b9b22cc70ae4f2d6f727ae73","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.\n\nSimultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.\n\nThis project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.\n\nThe approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.\n\nTo improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.\n\nPurified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.\n\nThe project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.\n\nAdditionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.\n\nAdhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.\n\nUltimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","reason":"purpose: Project focuses on material science and adhesive development, not employment or sector productivity. Benefits are technical performance, not economic growth or jobs.\nscope: Project targets generic wood composites without identifying specific economies, workers, or enterprises. No restricted or identifiable economic actors are involved.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on material science and adhesive development, not employment or sector productivity. Benefits are technical performance, not economic growth or jobs.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"Project targets generic wood composites without identifying specific economies, workers, or enterprises. No restricted or identifiable economic actors are involved.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":182,"kind":"text","quote":"An increasing number of countries are promoting the development of bio-based materials as a sustainable strategy to mitigate climate change and reduce dependence on fossil resources.","start":0,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":391,"kind":"text","quote":"Simultaneously, concerns about health risks and formaldehyde emissions from conventional wood resins have intensified efforts to develop bio-based adhesives as safer, sustainable, and recyclable alternatives.","start":183,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":572,"kind":"text","quote":"This project aims to advance kraft lignin through innovative modification strategies to produce novel, functionalized nano-lignin adhesives with recyclability and biodegradability.","start":392,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":746,"kind":"text","quote":"The approach involves lignin fractionation using green methods to reduce structural heterogeneity, followed by size reduction to the nanoscale to enhance lignin homogeneity.","start":573,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":961,"kind":"text","quote":"To improve lignin nano particles (LNPs) preparation yield and stability, a novel bio-based capping agent will be applied to prevent undesired LNPs re-condensation, following reversible bonding chemistry principles.","start":747,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1134,"kind":"text","quote":"Purified LNPs will undergo self- and bio-based crosslinking, oxidative modification, and amino acid functionalization to establish covalent bonds within the LNPs structure.","start":962,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1421,"kind":"text","quote":"The project will pioneer the use of bio-capping agent for LNPs preparation and their functionalization by amino acids, as fully bio-derived crosslinkers, to create high-performance, biodegradable thermosetting adhesives capable of replacing formaldehyde-based resins in wood composites.","start":1135,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1661,"kind":"text","quote":"Additionally, it will systematically investigate the influence of lignin’s molecular heterogeneity, size distribution, bio-capping agent efficiency, oxidative modification, and bio-crosslinking efficiency on the final adhesive performance.","start":1422,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":1790,"kind":"text","quote":"Adhesion performance will be evaluated using renewable materials such as wood veneers in the fabrication of bio-based composite.","start":1662,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"},{"end":2000,"kind":"text","quote":"Ultimately, this project will introduce new methods enabling the practical use of green, fully bio-derived adhesives in bio-composite production providing a viable alternative to conventional synthetic resins.","start":1791,"text_hash":"be063e99d8d638287dddb9e2827caf75a7d15891953cd85b86f7fca9fd52bcdd"}],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","originalAssertionId":"31c92f8f842986c475b9e9450bad17a258181269b9b22cc70ae4f2d6f727ae73","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T12:30:52.298062+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9","a10"],"pathway":"a3 -> a4 -> a5 -> a6 -> a7 -> a8 -> a9 -> a10","selected_units":[],"sheet_cache_key":"c89d48772d2840e09c403af433d685170f6942467f1f18b3bd8d00e7cd5782b0","sheet_sha256":"068ed6bba4b1ff51f874d888ff12930e3a9ffbb4e3a0b79a8351a30d928cfb5f","sheet_version":"mesh-activity-sheet-v3","source_version":"594e693df8058b731fc50991abf6843abd71b478f1a36f12cd8490831623f43d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11.c","uri":"http://data.europa.eu/sdg/11.c","name":"Support least developed countries, including through financial and technical assistance, in building sustainable and resilient buildings utilizing local materials","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.2","uri":"http://data.europa.eu/sdg/15.2","name":"By 2020, promote the implementation of sustainable management of all types of forests, halt deforestation, restore degraded forests and substantially increase afforestation and reforestation globally","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4139d8a5fc9e29473cd39134941b96ce180fc9cb9cf16693a67f1664468276f7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"NanoLiBRe","title":"Functionalizing Tailored Nano Lignin for Recyclable Bio-based Resins","status":"SIGNED","startDate":"2027-01-01","endDate":"2028-12-31","ecSignatureDate":"2026-03-30","totalCost":0.0,"ecMaxContribution":198557.52,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2025-PF","subCall":"HORIZON-MSCA-2025-PF","grantDoi":"10.3030/101282952","keywords":["Bio-based","recycling","lignin"],"contentUpdateDate":"2026-04-06 20:38:38","topics":[{"code":"HORIZON-MSCA-2025-PF-01-01","title":"MSCA Postdoctoral Fellowships 2025"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/25/63/387","path":"engineering and technology/materials engineering/composites","title":"composites"},{"code":"/27/81/495","path":"agricultural sciences/agriculture, forestry, and fisheries/forestry","title":"forestry"}],"policyPriorities":{"digitalAgenda":100.0,"cleanAir":40.0,"ai":100.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"KEMIJSKI INSTITUT","shortName":"NIC","role":"coordinator","country":"SI","city":"Ljubljana","activityType":"REC","sme":false,"ecContribution":198557.52,"totalCost":0.0,"geolocation":[46.042835217,14.493059849],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2025-PF-01-01","title":"MSCA Postdoctoral Fellowships 2025","callIdentifier":"HORIZON-MSCA-2025-PF","callTitle":"MSCA Postdoctoral Fellowships 2025","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Horizon Europe (HORIZON)","Excellent Science","Marie Skłodowska-Curie Actions (MSCA)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-GF HORIZON TMA MSCA Postdoctoral Fellowships - Global Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2025-04-09","deadlineDates":["2025-09-10"],"budget":{"budgetByYear":{"2025":"60643921"},"expectedGrants":0,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:\nProject results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:\nFellowships will be provided to excellent researchers undertaking international mobility. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months of such secondments can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers opting for a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a non-academic placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills, foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science), foster good scientific conduct such as research integrity and promote Open Science practices (open access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aiming at opening science and research to citizens. The Plan will have to be submitted as a project deliverable at the beginni","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2025-PF-01-01"}]}}
{"id":"101059700","acronym":"QuantiFarm","name":"Assessing the impact of digital technology solutions in agriculture in real-life conditions","offer":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector. It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers. Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings. All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors. Different aspects of these TCs will be examined in the context of different work packages (WPs). The TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3). The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4). The outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs. Finally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project. QuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","objective":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector. It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers. Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings. All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors. Different aspects of these TCs will be examined in the context of different work packages (WPs). The TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3). The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4). The outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs. Finally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project. QuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalSourceVersion":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","textHash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d","sourceUrl":"https://cordis.europa.eu/project/id/101059700","country":"EL","participantCountries":["BE","BG","CH","CY","EL","ES","FI","FR","HR","IE","IT","LT","LV","NL","PL","PT","RO","RS","SI","UK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-07-27 13:28:09","locations":[],"goal":2,"goalIds":[2,9],"rels":[{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"supported","strength":"strong","assertionId":"mapping:324ce9de10890a87cfd925c295f7cc956df81291b4240afded652e1d571f0cf4","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.”","modality":"planned","hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","reason":"purpose: The project explicitly aims to assess DAT impact and test them in real-life conditions to enhance agricultural sustainability, providing a substantive pathway to SDG 2.\nscope: Activities involve testing DATs across 30 Test Cases in commercial farms from 7 agricultural sectors, covering people's food production systems without restricting to specific countries.","checks":[{"evidence_ids":["s2","s7","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to assess DAT impact and test them in real-life conditions to enhance agricultural sustainability, providing a substantive pathway to SDG 2.","status":"supported"},{"evidence_ids":["s7","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Activities involve testing DATs across 30 Test Cases in commercial farms from 7 agricultural sectors, covering people's food production systems without restricting to specific countries.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1483,"kind":"text","quote":"The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).","start":1246,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"324ce9de10890a87cfd925c295f7cc956df81291b4240afded652e1d571f0cf4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-27T20:24:30.751581+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","activity_ref":"a3","claim_unit_candidates":["a3","a4"],"end":475,"evidence_id":"s2","ownership":"current_project","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","quote_sha256":"869ab166d2077dfd544bcefd1f1efee45082c5c67dc348e282f6b8495a0093d0","role":"activity","source_span_id":"40fa36741111c371b9b3246509286517f333198d15081f61672ca4c1b36dd96d","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":258},"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f","act-bcc2c76444325345d986d151"],"activity_refs":["a3","a4","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2","s7"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3","s4"]}},"check_units":{"purpose":["a3","a4","a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a3","a4","a9","a10"],"pathway":"a3 -> a4 -> a9 -> a10","selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-bcc2c76444325345d986d151","conditions":"across 3 iterations/growing seasons","description":"The project will use a lean multi-actor approach to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing various DATs in real life conditions.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:31d7fb6a2cf62807582a8b226e80b01355729c3a6d67d1a5af08ef6f0ec4a0a2","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.”","modality":"planned","hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","reason":"purpose: The project explicitly develops a framework for assessing the impact of digital technologies, which constitutes an identifiable technological innovation pathway.\nscope: The project addresses the usability of digital technologies in agriculture by developing tools and services for farmers, establishing a scope for usable technology.","checks":[{"evidence_ids":["s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a framework for assessing the impact of digital technologies, which constitutes an identifiable technological innovation pathway.","status":"supported"},{"evidence_ids":["s2","s4"],"id":"scope","missing_evidence":null,"reason":"The project addresses the usability of digital technologies in agriculture by developing tools and services for farmers, establishing a scope for usable technology.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"31d7fb6a2cf62807582a8b226e80b01355729c3a6d67d1a5af08ef6f0ec4a0a2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ad4642dd02fae3aa9fd872d7dd9809f62529ca0aa5e6aace6278dbb9b0230186","recordedAt":"2026-09-27T20:24:30.752533+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","activity_ref":"a3","claim_unit_candidates":["a3","a4"],"end":475,"evidence_id":"s2","ownership":"current_project","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","quote_sha256":"869ab166d2077dfd544bcefd1f1efee45082c5c67dc348e282f6b8495a0093d0","role":"activity","source_span_id":"40fa36741111c371b9b3246509286517f333198d15081f61672ca4c1b36dd96d","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":258},"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a3","a4"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a3","a4"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:c65dcf86bb4fe6d12baca3ca24042ba7615049e23225dd1777e7b0ab12f1512b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to SDG 9.b depends on verifying that the actual beneficiaries (farmers, advisors) in the Test Cases are located in developing countries, as the project currently operates across 20 European countries.","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","reason":"purpose: The project explicitly aims to establish a framework for assessing the impact of digital technologies in agriculture and develop tools for farmers and advisors, supporting domestic technology development rather than just producing unspecified technology.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to establish a framework for assessing the impact of digital technologies in agriculture and develop tools for farmers and advisors, supporting domestic technology development rather than just producing unspecified technology.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"c65dcf86bb4fe6d12baca3ca24042ba7615049e23225dd1777e7b0ab12f1512b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-26T16:42:48.500027+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a3","a4"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:11232f93028564e01274cd8f5520f0af585fc4d4d84f43dc581a1ad68c8e8cd2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nThe lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.\n\nDifferent aspects of these TCs will be examined in the context of different work packages (WPs).","reason":"purpose: The project explicitly investigates a concrete pathway toward sustainable consumption/production by assessing digital technology impacts in agriculture.\nscope: Code: purpose and scope rest on different activities and no pathway links them. The project examines Test Cases across 7 agricultural sectors and 10 Biogeographical regions, identifying specific production practices without geographic restriction.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly investigates a concrete pathway toward sustainable consumption/production by assessing digital technology impacts in agriculture.","status":"supported"},{"evidence_ids":["s7","s3","s4","s5"],"id":"scope","missing_evidence":"Code: purpose and scope rest on different activities and no pathway links them. The project examines Test Cases across 7 agricultural sectors and 10 Biogeographical regions, identifying specific production practices without geographic restriction.","reason":"Code: purpose and scope rest on different activities and no pathway links them. The project examines Test Cases across 7 agricultural sectors and 10 Biogeographical regions, identifying specific production practices without geographic restriction.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"Code: purpose and scope rest on different activities and no pathway links them. The project examines Test Cases across 7 agricultural sectors and 10 Biogeographical regions, identifying specific production practices without geographic restriction."}],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1483,"kind":"text","quote":"The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).","start":1246,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":954,"kind":"text","quote":"Different aspects of these TCs will be examined in the context of different work packages (WPs).","start":858,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"11232f93028564e01274cd8f5520f0af585fc4d4d84f43dc581a1ad68c8e8cd2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-27T20:24:30.753013+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f","act-bcc2c76444325345d986d151"],"activity_refs":["a3","a4","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3","s4","s5"]}},"check_units":{"purpose":["a3","a4"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a3","a5"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-bcc2c76444325345d986d151","conditions":"across 3 iterations/growing seasons","description":"The project will use a lean multi-actor approach to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing various DATs in real life conditions.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","scope_unknown_different_activities_without_pathway","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:02f43e2ce15a7c4e184c8d7164f4b1521018de324d34433656397d7eae97b444","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.\n\nDifferent aspects of these TCs will be examined in the context of different work packages (WPs).\n\nThe TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).\n\nThe lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).\n\nThe outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.\n\nFinally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.\n\nQuantiFarm includes 32 partners, 12 of them representing farmers and advisors.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","reason":"purpose: The project explicitly aims to support the deployment of digital technologies in agriculture to enhance sustainability and competitiveness, fulfilling the partnership purpose.\nscope: Code: purpose and scope rest on different activities and no pathway links them. Activities involve 30 Test Cases across 20 countries in 10 European Biogeographical regions, engaging multi-actor partners including farmers and advisors, establishing a substantive partnership mechanism.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9","s10","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to support the deployment of digital technologies in agriculture to enhance sustainability and competitiveness, fulfilling the partnership purpose.","status":"supported"},{"evidence_ids":["s3","s6","s7","s8","s9","s1","s2","s4","s5","s10"],"id":"scope","missing_evidence":"Code: purpose and scope rest on different activities and no pathway links them. Activities involve 30 Test Cases across 20 countries in 10 European Biogeographical regions, engaging multi-actor partners including farmers and advisors, establishing a substantive partnership mechanism.","reason":"Code: purpose and scope rest on different activities and no pathway links them. Activities involve 30 Test Cases across 20 countries in 10 European Biogeographical regions, engaging multi-actor partners including farmers and advisors, establishing a substantive partnership mechanism.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"Code: purpose and scope rest on different activities and no pathway links them. Activities involve 30 Test Cases across 20 countries in 10 European Biogeographical regions, engaging multi-actor partners including farmers and advisors, establishing a substantive partnership mechanism."}],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":954,"kind":"text","quote":"Different aspects of these TCs will be examined in the context of different work packages (WPs).","start":858,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1245,"kind":"text","quote":"The TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).","start":955,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1483,"kind":"text","quote":"The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).","start":1246,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1649,"kind":"text","quote":"The outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.","start":1484,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1842,"kind":"text","quote":"Finally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.","start":1650,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1921,"kind":"text","quote":"QuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","start":1843,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"02f43e2ce15a7c4e184c8d7164f4b1521018de324d34433656397d7eae97b444","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f","act-14099a30085d6fa2b4d4a5da","act-f135edfc38c9b624781f0dea","act-bcc2c76444325345d986d151","act-db82aa2322daba0480ee639e","act-1dfdcb5807939d6aec3a3bd4"],"activity_refs":["a3","a4","a5","a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s9","s10","s1"]},"scope":{"activity_evidence_ids":["s3","s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s4","s5","s10"]}},"check_units":{"purpose":["a3","a4"],"scope":["a5","a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a5","a11"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-14099a30085d6fa2b4d4a5da","conditions":null,"description":"The project will build activities around 30 Test Cases spanning 20 countries in 10 Biogeographical regions across Europe.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-f135edfc38c9b624781f0dea","conditions":null,"description":"The project will engage TC actors in participatory observation activities to support behavioural analysis, the establishment of the Assessment Framework and the co-design of an innovative Toolkit.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-bcc2c76444325345d986d151","conditions":"across 3 iterations/growing seasons","description":"The project will use a lean multi-actor approach to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing various DATs in real life conditions.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-db82aa2322daba0480ee639e","conditions":null,"description":"The project will transform outcomes into policy recommendations and feed the QuantiFarm DIA to help build the capacities of farmers' advisors in DATs.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-1dfdcb5807939d6aec3a3bd4","conditions":null,"description":"The project will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["mixed_ownership_passage_not_attributed","ineligible_support_moved_to_context","scope_unknown_different_activities_without_pathway","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-rebind-real400v34-20260927-20260930","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.1","name":"Implement the 10‑Year Framework of Programmes on Sustainable Consumption and Production Patterns, all countries taking action, with developed countries taking the lead, taking into account the development and capabilities of developing countries","uri":"http://data.europa.eu/sdg/12.1","state":"no_mapping","strength":"partial","assertionId":"mapping:d573fb569a103ae489b56efcce36cfa53779cbb82962f88911e4cfd0e562b38c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nDifferent aspects of these TCs will be examined in the context of different work packages (WPs).\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","reason":"purpose: The project aims to assess the impact of digital technologies in agriculture, not to implement the 10-Year Framework on Sustainable Consumption and Production Patterns.\nscope: The project covers 10 Biogeographical regions in Europe, failing to establish a connection to the 10-Year Framework which requires action from all countries.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project aims to assess the impact of digital technologies in agriculture, not to implement the 10-Year Framework on Sustainable Consumption and Production Patterns.","status":"not_met"},{"evidence_ids":["s5","s3"],"id":"scope","missing_evidence":null,"reason":"The project covers 10 Biogeographical regions in Europe, failing to establish a connection to the 10-Year Framework which requires action from all countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":954,"kind":"text","quote":"Different aspects of these TCs will be examined in the context of different work packages (WPs).","start":858,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"d573fb569a103ae489b56efcce36cfa53779cbb82962f88911e4cfd0e562b38c","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"af0def2e2e371e194615f30c963b474040a99a424702c7d036469045922fc7d0","recordedAt":"2026-09-27T15:41:51.626975+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f","act-9293ce0c9338574a9663a40e"],"activity_refs":["a3","a4","a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a3","a4"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a3","a5"],"pathway":"The project establishes a framework for assessing the impact of digital technologies in agriculture (a3) and builds activities around 30 Test Cases spanning 20 countries in 10 Biogeographical regions across Europe (a5).","selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-9293ce0c9338574a9663a40e","conditions":null,"description":"Different aspects of Test Cases are examined in the context of different work packages.","evidence_ids":["s5"],"modality":"not_applicable","ownership":"not_project_work","ref":"a7","role":"background","support_eligible":false}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:49f665356aa00ca1c29ea277f50dbb4d3a96de154514623578178f4f2061e5e3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","reason":"purpose: The project aims to assess digital technology impact and develop tools for farmers, not to directly protect, restore, or sustainably manage terrestrial ecosystems or halt biodiversity loss.\nscope: The subject is digital technologies in agriculture. Agriculture is not explicitly defined as terrestrial ecosystems, forests, or relevant biodiversity in the source text, failing the scope condition.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project aims to assess digital technology impact and develop tools for farmers, not to directly protect, restore, or sustainably manage terrestrial ecosystems or halt biodiversity loss.","status":"not_met"},{"evidence_ids":["s2","s1","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The subject is digital technologies in agriculture. Agriculture is not explicitly defined as terrestrial ecosystems, forests, or relevant biodiversity in the source text, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"49f665356aa00ca1c29ea277f50dbb4d3a96de154514623578178f4f2061e5e3","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-26T10:55:28.595973+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1","s3","s4"]}},"check_units":{"purpose":["a3","a4"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"9ca0afa07daf1a3cc2e3bb26f02f10fc68fd0949647856e223a217b2ed7fba92","sheet_sha256":"5320a46b9aeb6bd010e70642b24136262ecf42ba50e760c6b16e0f59de749453","sheet_version":"mesh-activity-sheet-v2","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:512efd9ba239a454c854a25c231e4deb885afb1e2cb230c6665783441df20d80","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.\n\nDifferent aspects of these TCs will be examined in the context of different work packages (WPs).\n\nThe TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).\n\nThe lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).\n\nThe outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.\n\nFinally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.\n\nQuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","reason":"purpose: The project aims to assess digital technology impact and develop tools for farmers/policymakers, not to integrate ecosystem values into planning or accounts.\nscope: The project produces tools and recommendations but does not identify a specific national or local planning/policy process for integration.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project aims to assess digital technology impact and develop tools for farmers/policymakers, not to integrate ecosystem values into planning or accounts.","status":"not_met"},{"evidence_ids":["s2","s1","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project produces tools and recommendations but does not identify a specific national or local planning/policy process for integration.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":954,"kind":"text","quote":"Different aspects of these TCs will be examined in the context of different work packages (WPs).","start":858,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1245,"kind":"text","quote":"The TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).","start":955,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1483,"kind":"text","quote":"The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).","start":1246,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1649,"kind":"text","quote":"The outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.","start":1484,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1842,"kind":"text","quote":"Finally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.","start":1650,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1921,"kind":"text","quote":"QuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","start":1843,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"512efd9ba239a454c854a25c231e4deb885afb1e2cb230c6665783441df20d80","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-26T11:03:43.047931+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":["a3","a4"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"9ca0afa07daf1a3cc2e3bb26f02f10fc68fd0949647856e223a217b2ed7fba92","sheet_sha256":"5320a46b9aeb6bd010e70642b24136262ecf42ba50e760c6b16e0f59de749453","sheet_version":"mesh-activity-sheet-v2","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.a","name":"Mobilize and significantly increase financial resources from all sources to conserve and sustainably use biodiversity and ecosystems","uri":"http://data.europa.eu/sdg/15.a","state":"no_mapping","strength":"partial","assertionId":"mapping:99a64cbdcf7110175e6a41d08abf0e72816ffbcfd5f99c67ae3e4640eea56160","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","reason":"purpose: The project aims to support digital technology deployment in agriculture, not to mobilize financial resources for biodiversity conservation.\nscope: The project does not identify a finance mechanism or resource mobilization activity for biodiversity conservation as required by the SDG 15.a scope.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project aims to support digital technology deployment in agriculture, not to mobilize financial resources for biodiversity conservation.","status":"not_met"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The project does not identify a finance mechanism or resource mobilization activity for biodiversity conservation as required by the SDG 15.a scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"99a64cbdcf7110175e6a41d08abf0e72816ffbcfd5f99c67ae3e4640eea56160","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01bc8b1089a00785eb15c900cddcf0726341151a527b22f5561b8d1dd25075f0","recordedAt":"2026-09-26T11:03:43.049385+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a3","a4"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"9ca0afa07daf1a3cc2e3bb26f02f10fc68fd0949647856e223a217b2ed7fba92","sheet_sha256":"5320a46b9aeb6bd010e70642b24136262ecf42ba50e760c6b16e0f59de749453","sheet_version":"mesh-activity-sheet-v2","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.b","name":"Mobilize significant resources from all sources and at all levels to finance sustainable forest management and provide adequate incentives to developing countries to advance such management, including for conservation and reforestation","uri":"http://data.europa.eu/sdg/15.b","state":"no_mapping","strength":"partial","assertionId":"mapping:a290f462a0707b505421201f44a9312c1502c3ca1875f02999156a17ec0a6d81","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nIt will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","reason":"purpose: The project focuses on digital technologies in agriculture, not sustainable forest management. It does not mobilize resources for forest finance.\nscope: Activities concern agriculture and test cases in commercial farms, not sustainable forest management, conservation, or reforestation.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on digital technologies in agriculture, not sustainable forest management. It does not mobilize resources for forest finance.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Activities concern agriculture and test cases in commercial farms, not sustainable forest management, conservation, or reforestation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"a290f462a0707b505421201f44a9312c1502c3ca1875f02999156a17ec0a6d81","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59ccba3bd1b275d91ad70584a8a8209111412523b8431c89586a498b94186e86","recordedAt":"2026-09-26T11:10:23.665127+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"9ca0afa07daf1a3cc2e3bb26f02f10fc68fd0949647856e223a217b2ed7fba92","sheet_sha256":"5320a46b9aeb6bd010e70642b24136262ecf42ba50e760c6b16e0f59de749453","sheet_version":"mesh-activity-sheet-v2","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:57a5839e665fec6c7da72df49e92e2778c2ab17d1abf246e4b265e71e25a74f7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nIt will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.\n\nDifferent aspects of these TCs will be examined in the context of different work packages (WPs).\n\nThe TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).\n\nThe lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).\n\nThe outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.\n\nFinally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.\n\nQuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","reason":"purpose: The project focuses on enhancing sustainability within the agricultural sector, not building means of implementation for developing countries.\nscope: Activities are restricted to 20 countries in Europe; no work is intended for developing countries or non-EU regions.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on enhancing sustainability within the agricultural sector, not building means of implementation for developing countries.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"Activities are restricted to 20 countries in Europe; no work is intended for developing countries or non-EU regions.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":954,"kind":"text","quote":"Different aspects of these TCs will be examined in the context of different work packages (WPs).","start":858,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1245,"kind":"text","quote":"The TCs’ actors will be engaged in participatory observation activities to offer valuable input and actively support the behavioural analysis (WP1), the establishment of the Assessment Framework (WP2) and the co-design of an innovative Toolkit for farmers, advisors and policy makers (WP3).","start":955,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1483,"kind":"text","quote":"The lean multi-actor approach will be used in the testing activities to evaluate the QuantiFarm Toolkit and validate the Assessment Framework by testing the various DATs in real life conditions, across 3 iterations/growing seasons (WP4).","start":1246,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1649,"kind":"text","quote":"The outcomes will be transformed into policy recommendations (WP5) and will feed the QuantiFarm DIA that will help build the capacities of farmers’ advisors in DATs.","start":1484,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1842,"kind":"text","quote":"Finally, a WP on dissemination, ecosystem building and exploitation (WP6), will guarantee the wider dissemination and knowledge transfer in a multi-actor context of the outputs of the project.","start":1650,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":1921,"kind":"text","quote":"QuantiFarm includes 32 partners, 12 of them representing farmers and advisors.","start":1843,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"57a5839e665fec6c7da72df49e92e2778c2ab17d1abf246e4b265e71e25a74f7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T08:40:18.397960+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"2.3","name":"By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment","uri":"http://data.europa.eu/sdg/2.3","state":"no_mapping","strength":"partial","assertionId":"mapping:3d8d6eea6ee5d5bdc7b6b9ad8e384375a1cfe7d94ca9a8a270783e64465909fd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.\n\nAll 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.\n\nFollowing a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","reason":"purpose: The project aims to assess impact and develop tools, not to directly improve productivity or incomes of small-scale producers.\nscope: Test cases occur in commercial farms of different sizes, failing to explicitly target small-scale food producers as required.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project aims to assess impact and develop tools, not to directly improve productivity or incomes of small-scale producers.","status":"not_met"},{"evidence_ids":["s4","s3"],"id":"scope","missing_evidence":null,"reason":"Test cases occur in commercial farms of different sizes, failing to explicitly target small-scale food producers as required.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":857,"kind":"text","quote":"All 30 TCs take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","start":725,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":724,"kind":"text","quote":"Following a multi-actor approach, QuantiFarm will build the project activities around 30 Test Cases (TCs) which span over 20 countries in 10 (of the 11) Biogeographical regions across Europe, capturing multiple geo-political and financial settings.","start":476,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"3d8d6eea6ee5d5bdc7b6b9ad8e384375a1cfe7d94ca9a8a270783e64465909fd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"09d0adef1f887fcbf59dfb3b7adeec0dd534139f97382f8f7c115d12b328f8c1","recordedAt":"2026-09-27T20:24:30.752038+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f","act-94a97e26cbb23357e01d7e2b"],"activity_refs":["a3","a4","a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a3","a4"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-94a97e26cbb23357e01d7e2b","conditions":null,"description":"Test Cases take place in commercial farms of different types, sizes, ownership and operating conditions from 7 agricultural sectors.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a6","role":"background","support_eligible":false}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:18c42ecd78132ad11bd2efedfb0dcf0ca832dc921e8379fd199d94b70bb7e035","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.\n\nThe QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","reason":"purpose: The project develops a framework to assess the impact of digital technologies, not the sustainable food-production systems or resilient agricultural practices themselves. It investigates the tools rather than implementing the specified contribution.\nscope: The project's scope is limited to assessing the effectiveness of digital technologies. It does not develop, investigate, or implement the sustainable food-production systems or resilient agricultural practices required by the criterion.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project develops a framework to assess the impact of digital technologies, not the sustainable food-production systems or resilient agricultural practices themselves. It investigates the tools rather than implementing the specified contribution.","status":"not_met"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The project's scope is limited to assessing the effectiveness of digital technologies. It does not develop, investigate, or implement the sustainable food-production systems or resilient agricultural practices required by the criterion.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":475,"kind":"text","quote":"It will achieve this by establishing a framework for assessing the impact and effectiveness of DATs in agriculture and developing innovative tools, services and recommendations for farmers, advisors and policy makers.","start":258,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"},{"end":257,"kind":"text","quote":"The QuantiFarm project focusses on supporting the further deployment of digital technologies in agriculture (DATs) as key enablers for enhancing the sustainability (economic, environmental, social) performance and competitiveness of the agricultural sector.","start":0,"text_hash":"a021eb0cc302f24e91d453ceb4a9952185a4d8d21bb46bbd843e14e89570f64d"}],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","originalAssertionId":"18c42ecd78132ad11bd2efedfb0dcf0ca832dc921e8379fd199d94b70bb7e035","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-26T16:40:37.456774+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-e8a68aa2ecb7b22dd0f12d88","act-e6592ea33101fd06b4d0df8f"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a3","a4"],"scope":["a3","a4"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-e8a68aa2ecb7b22dd0f12d88","conditions":null,"description":"The project will establish a framework for assessing the impact and effectiveness of digital technologies in agriculture.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-e6592ea33101fd06b4d0df8f","conditions":null,"description":"The project will develop innovative tools, services and recommendations for farmers, advisors and policy makers.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"1d45a887cb09675d1340e0859c4a1d88888c7fc19340044365d4694f3aeb730f","sheet_sha256":"408c6cb59576f37d39082f7b4ad9f2b7d3bba6077e21a49504dfcc79f3855c98","sheet_version":"mesh-activity-sheet-v3","source_version":"e32a68f78a6b2976947a55981856a6e8b531960122389bb142acc4584b50a10d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.a","uri":"http://data.europa.eu/sdg/2.a","name":"Increase investment, including through enhanced international cooperation, in rural infrastructure, agricultural research and extension services, technology development and plant and livestock gene banks in order to enhance agricultural productive capacity in developing countries, in particular least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.b","uri":"http://data.europa.eu/sdg/2.b","name":"Correct and prevent trade restrictions and distortions in world agricultural markets, including through the parallel elimination of all forms of agricultural export subsidies and all export measures with equivalent effect, in accordance with the mandate of the Doha Development Round","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"41420e1fb55ac31a5a06b342d65d30a8f3f94c4766948e6d18f9e0ceeffabed4","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"QuantiFarm","title":"Assessing the impact of digital technology solutions in agriculture in real-life conditions","status":"SIGNED","startDate":"2022-07-01","endDate":"2026-03-31","ecSignatureDate":"2022-06-01","totalCost":7397382.5,"ecMaxContribution":7397382.5,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-CL6-2021-GOVERNANCE-01","subCall":"HORIZON-CL6-2021-GOVERNANCE-01","grantDoi":"10.3030/101059700","keywords":["Digital Agriculture Technologies","Assessment Framework","Innovative Advisory Services","Digital Tools","Sustainability Assessment","Cost-Benefit Analysis","Independent Monitoring","CAP","Decision support"],"contentUpdateDate":"2026-07-27 13:28:09","topics":[{"code":"HORIZON-CL6-2021-GOVERNANCE-01-22","title":"Assessing the impacts of digital technologies in agriculture – cost, benefits and potential for sustainability gains"}],"legalBasis":[{"code":"HORIZON.2.6.3","title":"Agriculture, Forestry and Rural Areas","main":false},{"code":"HORIZON.2.6","title":"Food, Bioeconomy Natural Resources, Agriculture and Environment","main":true}],"euroSciVoc":[{"code":"/27/81/30021","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture","title":"agriculture"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"GAIA EPICHEIREIN ANONYMI ETAIREIA PSIFIAKON YPIRESION","shortName":"GAIA EPICHEIREIN AE","role":"coordinator","country":"EL","city":"Peiraias","activityType":"PRC","sme":false,"ecContribution":562062.5,"totalCost":562062.5,"geolocation":[38.04557435,23.8052701626056],"order":1},{"name":"NEDERLANDSE ORGANISATIE VOOR TOEGEPAST NATUURWETENSCHAPPELIJK ONDERZOEK TNO","shortName":"TNO","role":"participant","country":"NL","city":"Den Haag","activityType":"REC","sme":false,"ecContribution":570050.0,"totalCost":570050.0,"geolocation":[52.082223814,4.3257143182],"order":2},{"name":"POLITECNICO DI MILANO","shortName":"POLIMI","role":"participant","country":"IT","city":"Milano","activityType":"HES","sme":false,"ecContribution":362125.0,"totalCost":362125.0,"geolocation":[45.47786041,9.2270969922],"order":3},{"name":"NEUROPUBLIC ANONYMI ETAIREIA PLIROFORIKIS KAI EPIKOINONION","shortName":"NEUROPUBLIC SA","role":"participant","country":"EL","city":"PEIRAIAS","activityType":"PRC","sme":true,"ecContribution":698687.5,"totalCost":698687.5,"geolocation":[37.948036450000004,23.642576397719],"order":4},{"name":"CONSULAI, CONSULTORIA AGRO INDUSTRIATRIAL LDA","shortName":"CONSULAI","role":"participant","country":"PT","city":"BEJA","activityType":"PRC","sme":true,"ecContribution":353625.0,"totalCost":353625.0,"geolocation":[37.8250335,-7.933855145708009],"order":5},{"name":"CONFEDERAZIONE GENERALE DELL AGRICOLTURA ITALIANA","shortName":"CONFAGRICOLTURA","role":"participant","country":"IT","city":"Roma","activityType":"OTH","sme":false,"ecContribution":333250.0,"totalCost":333250.0,"geolocation":[41.8959413,12.4778135],"order":6},{"name":"UDRUZENJE ZA PREDUZETNISTVO I INOVACIJE FUTURE SYSTEMS HUB","shortName":"FUTURE SYSTEMS HUB ENTREPRENEURSHIP AND INNOVATION","role":"thirdParty","country":"RS","city":"Novi Sad","activityType":"OTH","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[45.24722128,19.851731416],"order":7},{"name":"REFRAME FOOD ASTIKI MI KERDOSKOPIKI ETAIRIA","shortName":"REFRAME.FOOD","role":"participant","country":"EL","city":"THERMI THESSALONIKI","activityType":"OTH","sme":false,"ecContribution":448500.0,"totalCost":448500.0,"geolocation":[40.546964,23.01967],"order":7},{"name":"PETERSON PROJECTS BV","shortName":null,"role":"participant","country":"NL","city":"Rotterdam","activityType":"PRC","sme":true,"ecContribution":166350.0,"totalCost":166350.0,"geolocation":[51.92779805,4.488623269258286],"order":8},{"name":"LUONNONVARAKESKUS","shortName":"LUKE","role":"participant","country":"FI","city":"Helsinki","activityType":"REC","sme":false,"ecContribution":333687.5,"totalCost":333687.5,"geolocation":[60.229014815,25.019107081],"order":9},{"name":"GEOPONIKO PANEPISTIMION ATHINON","shortName":"AGRICULTURAL UNIVERSITY OF ATHENS","role":"participant","country":"EL","city":"ATHINA","activityType":"HES","sme":false,"ecContribution":250750.0,"totalCost":250750.0,"geolocation":[37.982407407,23.707056261],"order":10},{"name":"VILABS BG LTD","shortName":"VILABS BG LTD","role":"participant","country":"BG","city":"Sofia","activityType":"PRC","sme":true,"ecContribution":256437.5,"totalCost":256437.5,"geolocation":[42.6977028,23.3217359],"order":11},{"name":"COMITE DES ORGANISATIONS PROFESSIONNELLES AGRICOLE DE L UNION EUROPEENNE COPA ASSOCIATION DE FAIT","shortName":null,"role":"participant","country":"BE","city":"Bruxelles / Brussel","activityType":"OTH","sme":false,"ecContribution":109000.0,"totalCost":109000.0,"geolocation":[50.839026200000006,4.373446643058693],"order":12},{"name":"COMITE EUROPEEN DES GROUPEMENTS DE CONSTRUCTEURS DU MACHINISME AGRICOLE","shortName":"CEMA AISBL","role":"participant","country":"BE","city":"BRUXELLES","activityType":"OTH","sme":false,"ecContribution":100000.0,"totalCost":100000.0,"geolocation":[50.850961,4.4021946],"order":13},{"name":"TEAGASC - AGRICULTURE AND FOOD DEVELOPMENT AUTHORITY","shortName":null,"role":"participant","country":"IE","city":"Carlow","activityType":"HES","sme":false,"ecContribution":348656.25,"totalCost":348656.25,"geolocation":[52.847970218,-6.914881964],"order":14},{"name":"INSTITUTO TECNOLOGICO AGRARIO DE CASTILLA Y LEON","shortName":"ITACyL","role":"participant","country":"ES","city":"Valladolid","activityType":"REC","sme":false,"ecContribution":133250.0,"totalCost":133250.0,"geolocation":[41.6521328,-4.7285619],"order":15},{"name":"HORTA SRL","shortName":null,"role":"participant","country":"IT","city":"Piacenza","activityType":"PRC","sme":false,"ecContribution":291437.5,"totalCost":291437.5,"geolocation":[45.0534751,9.6947461],"order":16},{"name":"KATHOLIEKE UNIVERSITEIT LEUVEN","shortName":"KU Leuven","role":"participant","country":"BE","city":"Leuven","activityType":"HES","sme":false,"ecContribution":233550.0,"totalCost":233550.0,"geolocation":[50.87959,4.70093],"order":17},{"name":"DELPHY BV","shortName":"DELPHY","role":"participant","country":"NL","city":"Wageningen","activityType":"PRC","sme":true,"ecContribution":471500.0,"totalCost":471500.0,"geolocation":[51.9755395,5.6489468],"order":18},{"name":"INSTITUT DE L'ELEVAGE","shortName":"IDELE (FRENCH LIVESTOCK INSTITUTE)","role":"participant","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":204307.5,"totalCost":204307.5,"geolocation":[48.841631016,2.3769339837],"order":19},{"name":"AUGMENTA AGRICULTURE TECHNOLOGIES MONOPROSOPI IDIOTIKI KEFALAIOUCHIKIETAIREIA","shortName":"AUGMENTA AGRICULTURE TECHNOLOGIES SINGLE MEMBER PRIVATE COMPA","role":"participant","country":"EL","city":"METAMORPHOSIS ATHENS","activityType":"PRC","sme":true,"ecContribution":103156.25,"totalCost":103156.25,"geolocation":[37.9226935,23.750136050000002],"order":20},{"name":"ASOCIATIA NATIONALA A INDUSTRIILORDE MORARIT SI PANIFICATIE DIN ROMANIA","shortName":"ANAMOB","role":"participant","country":"RO","city":"Bucuresti","activityType":"OTH","sme":false,"ecContribution":189062.5,"totalCost":189062.5,"geolocation":[44.4827896,26.0920606],"order":21},{"name":"UAB BETA VIA","shortName":"BETA VIA","role":"participant","country":"LT","city":"MAZEIKIAI","activityType":"PRC","sme":true,"ecContribution":103000.0,"totalCost":103000.0,"geolocation":[54.7131855,25.4915419],"order":22},{"name":"AGROSMART SIA","shortName":null,"role":"participant","country":"LV","city":"Riga","activityType":"PRC","sme":false,"ecContribution":103000.0,"totalCost":103000.0,"geolocation":[56.9493977,24.1051846],"order":23},{"name":"BENCO BALTIC DOO ZA SAVJETOVANJE IUSLUGE","shortName":null,"role":"participant","country":"HR","city":"Zagreb","activityType":"PRC","sme":true,"ecContribution":103000.0,"totalCost":103000.0,"geolocation":[45.85050765,15.961354957524634],"order":24},{"name":"FARM FRITES POLAND DWA SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSCIA","shortName":null,"role":"participant","country":"PL","city":"Damnica","activityType":"PRC","sme":false,"ecContribution":93625.0,"totalCost":93625.0,"geolocation":[54.52456,17.33211],"order":25},{"name":"FARM FRITES POLANDDWA USLUGI SPOLKA ZOGRANICZONA ODPOWIEDZIALNOSCIA","shortName":"FFP2 Uslugi","role":"thirdParty","country":"PL","city":"DAMINCA","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[54.52622,17.33377],"order":25},{"name":"FARM FRITES POLAND SPOLKA AKCYJNA","shortName":"Farm Frites Poland SA.","role":"thirdParty","country":"PL","city":"LEBORK","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[54.5362885,17.766123888543273],"order":25},{"name":"AGROMAIS PLUS COMERCIO E SERVICOSAGRICOLAS S.A.","shortName":null,"role":"participant","country":"PT","city":"Golega","activityType":"PRC","sme":false,"ecContribution":91875.0,"totalCost":91875.0,"geolocation":[39.4039152414149,-8.474035752320646],"order":26},{"name":"KMETIJSKO GOZDARSKA ZBORNICA SLOVENIJE KMETIJSKO GOZDARSKI ZAVOD MURSKA SOBOTA","shortName":"KGZS - ZAVOD MS","role":"participant","country":"SI","city":"Murska Sobota","activityType":"REC","sme":true,"ecContribution":95750.0,"totalCost":95750.0,"geolocation":[46.6608836,16.160197],"order":27},{"name":"TERRA LITTERA DOO","shortName":"Terra Littera","role":"participant","country":"RS","city":"Novi Sad","activityType":"PRC","sme":true,"ecContribution":91562.5,"totalCost":91562.5,"geolocation":[45.2740927,19.7785339],"order":28},{"name":"ANYSOLUTION SL","shortName":"ANYSOLUTION","role":"participant","country":"ES","city":"Palma De Mallorca","activityType":"PRC","sme":true,"ecContribution":104875.0,"totalCost":104875.0,"geolocation":[39.618854449,2.6292160648],"order":29},{"name":"A.M. FILAGROTIKI SYMVOULEFTIKI LTD","shortName":"A.M. FILAGROTIKI SYMVOULEFTIKI LTD","role":"participant","country":"CY","city":"Nicosia","activityType":"PRC","sme":true,"ecContribution":91250.0,"totalCost":91250.0,"geolocation":[35.118877749999996,33.25481342175094],"order":30},{"name":"AGRIDEA","shortName":"Schweizerische Vereinigung für die Entwicklung der Landwirtschaft und des ländlichen Raums","role":"associatedPartner","country":"CH","city":"Fribourg","activityType":"OTH","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[46.8066288,7.1615585],"order":31},{"name":"FLOX LIMITED","shortName":"FLOX","role":"associatedPartner","country":"UK","city":"London","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[51.5256964,-0.21455864301074684],"order":32}],"topicDetails":[{"identifier":"HORIZON-CL6-2021-GOVERNANCE-01-22","title":"Assessing the impacts of digital technologies in agriculture – cost, benefits and potential for sustainability gains","callIdentifier":"HORIZON-CL6-2021-GOVERNANCE-01","callTitle":"Innovative governance, environmental observations and digital solutions in support of the Green Deal","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Global Challenges and European Industrial Competitiveness","Food, Bioeconomy Natural Resources, Agriculture and Environment","Agriculture, Forestry and Rural Areas"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2021-06-22","deadlineDates":["2021-10-06"],"budget":{"budgetByYear":{"2021":"15000000"},"expectedGrants":2,"minContribution":7500000,"maxContribution":7500000,"deadlineModel":"single-stage"},"keywords":["Agriculture","Agriculture / Forestry / Rural Development","Digital Social Innovation","Environment, resources and sustainability","Precision agriculture","Precision agriculture machinery"],"description":"Expected Outcome:\nIn line with the farm to fork strategy and the Headline ambitions of a Digital Age and an Economy that works for people, leaving no one behind, the biodiversity strategy, the successful proposals will support the development of capacities for assessing and demonstrating environmental and socio-economic effects of digital technologies in agriculture. They will therefore contribute to the enhancement of the sustainability performance and competitiveness in agriculture through further deployment of digital and data technologies as key enablers through research and innovation in the field of the assessment of impacts of digital technologies in agriculture.\nProjects results are expected to contribute to all of the following expected outcomes:\n• Awareness and informed decisions based on the demonstration of the costs and benefits of the use of digital technologies for the agricultural sector.\n• Facilitated uptake of digital technologies by farmers, including through decision-making support and the analysis of farmers’ motivations.\n• Strengthen the capacities of farmers` advisors in the field of digital technologies.\n• Strengthening the capacities to design, implement, monitor and evaluate policy measures in the fields of agriculture, environment and climate, as basis for better tailored, more effective and efficient policy measures in the fields of digitalisation in agriculture, and sustainability.\nScope:\nDigital technologies in agriculture and their potential to increase farms` economic and sustainability performance, facilitate work and enhance working conditions has received huge attention in the political sphere in recent years. Agriculture has to play a key role in achieving environmental and climate ambitions in the EU, and digital technologies offer opportunities to increase the sustainability performance of the agricultural sector. However, there is still a huge “gap” between the portfolio of digital technologies offered at the market and the actual uptake and use by farmers in the EU. Moreover, while the potential of digital technologies to better tailor agricultural production is widely acknowledged, there is little knowledge about the actual reduction of negative environmental and climate effects due to their application.\nStudies show that among key uptake barriers hindering the farmers to make use of digital technologies are a) a lack of knowledge about those tools in general, as well as their costs and benefits, b) a lack of overview of the strengths and weaknesses of certain tools in the huge portfolio offered on markets and the suitability to address farm-specific needs, and c) a lack of believe in the added value of digital technologies for the management of a farm. An additional barrier to the uptake of digital technologies by farmers presents the effort needed to become familiar with new tools. For many farmers the real demonstration of effects as well as “hard figures” of production effects are important to be convinced to apply a certain method/ technology. Also cultural aspects play a role in the perception of digital technologies.\nThe effectiveness of digital technologies as it regards sustainability gains between laboratory conditions and the environmental and socio-economic reality vary.\nIndependent assessments of the effects of the use of the range of digital technologies tools under ideal and real-life conditions are essential for policy development, monitoring and evaluation. For many environmental parameters, the final impacts of farming can only be assessed with a huge time lag/ delay or are hardly measurable at all. The more important it is, to have figures, which impacts certain farming practices may have.\nIn addition, policy-makers and administrations are challenged by estimating rates for supporting the use of digital technologies in agriculture as well as the effects of employment structures in rural areas.\nAgainst this background, independent quantitative and qualitative assessments of the multiple costs and benefits and potential sustainability gains of digital technologies are essential. It is also important to make those assessment results of possible effects of digital technologies feasible, assessable and usable, particularly for farmers, their advisors, and policy-makers, as it may form a stepping stone to facilitate the uptake of digital technologies in the sector and may facilitate the design of tailored policy measures.\nProposals should cover all of the following aspects:\n• Demonstration of the costs and benefits for farmers/farms of the use of digital technologies for individual production steps (e.g. in per ha calculations and livestock surveillance) as well as for following a “whole-farm approach” which is applied, e.g. in the use of some Farm Management Systems under real testing conditions and with quantitative and qualitative assessments.\n• Analyses and developed assessment approaches representative for the EU under consideration of the various biogeographical conditions, and several types of farms and farmers under consideration of different business models, e.g. cooperative purchase of equipment, use of contractor services etc.\n• Stock-taking of results of former or still ongoing Horizon 2020 projects falling directly or indirectly under the scope of this theme, e.g. Smart-AKIS[1], to capitalise those findings and draw lessons learnt.\n• Provision of innovative decision-making support on the selection and use of digital technologies.\n• Generation of information and knowledge for the design of policy measures.\n• Recommendations, under which conditions/ in which way digital technologies deliver best results for a farmer and on business models for financing/ for financing their use.\n• Generation of innovative tools making the results of the projects easily accessible and usable for the different target groups (at least farmers and advisors), e.g. cost calculators.\n• Facilitated qualitative and quantitative assessment of the (pos","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL6-2021-GOVERNANCE-01-22"}]}}
{"id":"727040","acronym":"GIFT","name":"Meaningful Personalization of Hybrid Virtual Museum Experiences Through Gifting and Appropriation","offer":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage. The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound. Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage. From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement. The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales. By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","objective":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage. The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound. Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage. From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement. The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales. By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalSourceVersion":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","textHash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412","sourceUrl":"https://cordis.europa.eu/project/id/727040","country":"DK","participantCountries":["DK","NL","RS","SE","UK"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2023-09-01 17:10:34","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:5738b1d1313f784de01ba5c4ff593a7298c0c027a38c153952912accf1df2a2a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to SDG 9.b depends on verifying that the actual beneficiaries of this technology development are located in developing countries, as the project context implies a European focus.","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project explicitly aims to develop theory, tools, and guidelines for creating meaningful personalization of hybrid virtual museum experiences, which constitutes domestic technology development and innovation in the cultural heritage sector.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop theory, tools, and guidelines for creating meaningful personalization of hybrid virtual museum experiences, which constitutes domestic technology development and innovation in the cultural heritage sector.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"5738b1d1313f784de01ba5c4ff593a7298c0c027a38c153952912accf1df2a2a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-28T01:43:57.855633+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-12397406a0c93d0126b1b0f7","act-89b5e44436cb5dfa71fa02e9","act-63460b3aef2b22e924e23d1a"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a6","a7","a8"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-12397406a0c93d0126b1b0f7","conditions":null,"description":"From this process the project will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-89b5e44436cb5dfa71fa02e9","conditions":null,"description":"The GIFT consortium will work with a panel of 10 lead users from prominent European museums to develop theoretical and practical advances.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-63460b3aef2b22e924e23d1a","conditions":null,"description":"The project will contribute to increasing citizens' curiosity and engagement by enabling more engaging hybrid virtual/physical museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:ccbcffdf8a0b89b236595ec9118aa1d1e9d014ad1ca594f1c9d6bbb94d5098dc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.\n\nThe GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThrough multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.\n\nFrom this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nBy providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","reason":"purpose: The project addresses personalization and engagement, not mechanisms of inequality such as unequal income, rights, or access barriers.\nscope: The project focuses on virtual museum experiences and does not identify specific social or economic inequality, exclusion, or institutional imbalance.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project addresses personalization and engagement, not mechanisms of inequality such as unequal income, rights, or access barriers.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project focuses on virtual museum experiences and does not identify specific social or economic inequality, exclusion, or institutional imbalance.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":879,"kind":"text","quote":"Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","start":716,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"ccbcffdf8a0b89b236595ec9118aa1d1e9d014ad1ca594f1c9d6bbb94d5098dc","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-28T01:40:42.955121+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:1939b1f0a3de63490a51db5be1741471efa55b63a8cd26053629fed5cfa4b8b0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project targets virtual museums and cultural heritage, not cities or human settlements. No activity addresses urban inclusion, safety, resilience, or sustainability.\nscope: The intervention focuses on virtual/physical museum experiences, lacking any substantive city, settlement, or urban-system setting as defined by SDG 11.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project targets virtual museums and cultural heritage, not cities or human settlements. No activity addresses urban inclusion, safety, resilience, or sustainability.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The intervention focuses on virtual/physical museum experiences, lacking any substantive city, settlement, or urban-system setting as defined by SDG 11.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"1939b1f0a3de63490a51db5be1741471efa55b63a8cd26053629fed5cfa4b8b0","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-28T01:42:33.969403+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","unknown_evidence_id_dropped"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.4","name":"Strengthen efforts to protect and safeguard the world’s cultural and natural heritage","uri":"http://data.europa.eu/sdg/11.4","state":"no_mapping","strength":"partial","assertionId":"mapping:e3c57604906688774ff48277bf16978b7857213bef05b12d68758e8c2e14b15d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThrough multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.\n\nFrom this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nBy providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"\n\nA main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","reason":"purpose: The project aims to create personalization tools and engage users, not to protect or safeguard existing heritage. No activity involves conservation or safeguarding.\nscope: The subject is cultural heritage, but the project does not protect it. Since the safeguarding condition is not met, the scope condition is irrelevant.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to create personalization tools and engage users, not to protect or safeguard existing heritage. No activity involves conservation or safeguarding.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The subject is cultural heritage, but the project does not protect it. Since the safeguarding condition is not met, the scope condition is irrelevant.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":879,"kind":"text","quote":"Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","start":716,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"e3c57604906688774ff48277bf16978b7857213bef05b12d68758e8c2e14b15d","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"95c077f8bf711162a004bfb179eebb12a0062cf1165e6cc0358bf40ab14ef82d","recordedAt":"2026-09-28T01:42:33.971758+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:31827ec3a8f80258ed14c8dc77631398920707dfff6e030e3887af4811eefa22","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nBy providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"\n\nA main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.\n\nThe GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThrough multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","reason":"purpose: The project aims to improve user engagement and provide tools for personalization, not to change consumption or production patterns. No mechanism links activities to sustainable consumption.\nscope: The project provides frameworks for digital cultural heritage, affecting the digital product lifecycle. The scope is the heritage sector, with no geographic restriction mentioned.","checks":[{"evidence_ids":["s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve user engagement and provide tools for personalization, not to change consumption or production patterns. No mechanism links activities to sustainable consumption.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project provides frameworks for digital cultural heritage, affecting the digital product lifecycle. The scope is the heritage sector, with no geographic restriction mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":879,"kind":"text","quote":"Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","start":716,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"31827ec3a8f80258ed14c8dc77631398920707dfff6e030e3887af4811eefa22","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-28T01:42:33.973540+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-93ec5cdcd2b16acd530de6de"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-93ec5cdcd2b16acd530de6de","conditions":null,"description":"The project will provide frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:7c2e19fce185f46898e421996fa8311bb19fc2c8edf9254ee0eaf9448ceee9cf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project aims to build tools for the heritage sector, not to strengthen means of implementation for sustainable development outside its own research.\nscope: The target beneficiaries are non-technical experts in the heritage sector, not the specific development activities or beneficiaries required by SDG 17.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to build tools for the heritage sector, not to strengthen means of implementation for sustainable development outside its own research.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The target beneficiaries are non-technical experts in the heritage sector, not the specific development activities or beneficiaries required by SDG 17.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"7c2e19fce185f46898e421996fa8311bb19fc2c8edf9254ee0eaf9448ceee9cf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T01:42:33.974840+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:a917b522d8a2190273dcc117575f267e1106494009db0751a817fd0aa1838049","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nA main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.\n\nThe GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThrough multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nBy providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","reason":"purpose: The project explicitly strengthens a global partnership by collaborating with a consortium of leading artists and researchers across Europe to share expertise and develop theoretical advances for the cultural heritage sector.\nscope: The partnership is limited to European museums and researchers; no evidence indicates involvement from non-European countries or developing nations, failing the requirement for global or multi-stakeholder scope.","checks":[{"evidence_ids":["s4","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly strengthens a global partnership by collaborating with a consortium of leading artists and researchers across Europe to share expertise and develop theoretical advances for the cultural heritage sector.","status":"supported"},{"evidence_ids":["s4","s1","s2","s3","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The partnership is limited to European museums and researchers; no evidence indicates involvement from non-European countries or developing nations, failing the requirement for global or multi-stakeholder scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":879,"kind":"text","quote":"Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","start":716,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"a917b522d8a2190273dcc117575f267e1106494009db0751a817fd0aa1838049","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-26T11:21:12.556661+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-12397406a0c93d0126b1b0f7","act-89b5e44436cb5dfa71fa02e9","act-63460b3aef2b22e924e23d1a"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3","s5","s6"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-12397406a0c93d0126b1b0f7","conditions":null,"description":"From this process the project will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-89b5e44436cb5dfa71fa02e9","conditions":null,"description":"The GIFT consortium will work with a panel of 10 lead users from prominent European museums to develop theoretical and practical advances.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-63460b3aef2b22e924e23d1a","conditions":null,"description":"The project will contribute to increasing citizens' curiosity and engagement by enabling more engaging hybrid virtual/physical museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"237639180d9506b823850cd33ea87dbc2f637e2a6be159177ae2bae45dcca1a1","sheet_sha256":"ca4d26f9b45df26426a29e776382662fcaee0dca1aef6670f2bf24c75cbd63db","sheet_version":"mesh-activity-sheet-v2","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:0c0b87a3c79d7328add1d668dee0bbd1c1a135b2fac78f4df173872b1363d07d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project involves collaboration with museum users, but this does not meet the condition of encouraging or strengthening effective public/civil-society partnerships as a primary objective.\nscope: The partnership described is with a panel of users, not a public or civil-society actor role, failing to evidence the required actor roles and mechanism.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project involves collaboration with museum users, but this does not meet the condition of encouraging or strengthening effective public/civil-society partnerships as a primary objective.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The partnership described is with a panel of users, not a public or civil-society actor role, failing to evidence the required actor roles and mechanism.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"0c0b87a3c79d7328add1d668dee0bbd1c1a135b2fac78f4df173872b1363d07d","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cbb362db13ab1fa254c22041120c85f714ae5d0f266e4cbbb81b93cbaa2b4147","recordedAt":"2026-09-26T18:39:02.459962+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"84b3b76240f1f11135e5eed546cc65d38e7ede6bb27a76f0c34d6c4e35ff6365","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"4.7","name":"By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development","uri":"http://data.europa.eu/sdg/4.7","state":"no_mapping","strength":"partial","assertionId":"mapping:507b0a97cfda21ff3399a6a6a1dfd89b19bbda97fc048fcae8b62e67a5fbf7b8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project aims to increase curiosity and engagement, but does not explicitly equip learners with knowledge or skills to promote sustainable development.\nscope: The intended learning concerns engagement and curiosity, not the specific components of sustainable development required by the SDG 4.7 scope.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to increase curiosity and engagement, but does not explicitly equip learners with knowledge or skills to promote sustainable development.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The intended learning concerns engagement and curiosity, not the specific components of sustainable development required by the SDG 4.7 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"507b0a97cfda21ff3399a6a6a1dfd89b19bbda97fc048fcae8b62e67a5fbf7b8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ce95c5595409c37c7c3a3f8b17200dbf7b36641f5c229b1fde425c73695f7c40","recordedAt":"2026-09-28T22:25:27.172959+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"7fcf83cbeea56a4c426aee7c1983a0a43bce7ced2c0d0ca610aeabcb6da7732d","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","unknown_evidence_id_dropped"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"5.b","name":"Enhance the use of enabling technology, in particular information and communications technology, to promote the empowerment of women","uri":"http://data.europa.eu/sdg/5.b","state":"no_mapping","strength":"partial","assertionId":"mapping:d2fe8f84e87f29bd0ff5aaf38bfac6233262e74003d1d6906e0c39133e52794c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nA main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.\n\nThe GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nBy providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","reason":"purpose: The project explicitly aims to develop a framework for meaningful personalization of hybrid virtual museum experiences, directly addressing the concept's core goal.\nscope: The project targets the cultural heritage sector and European society, which does not meet the specific restriction of promoting the empowerment of women.","checks":[{"evidence_ids":["s4","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a framework for meaningful personalization of hybrid virtual museum experiences, directly addressing the concept's core goal.","status":"supported"},{"evidence_ids":["s4","s1","s2","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets the cultural heritage sector and European society, which does not meet the specific restriction of promoting the empowerment of women.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"d2fe8f84e87f29bd0ff5aaf38bfac6233262e74003d1d6906e0c39133e52794c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9e49f74780633a5cc2329630bea667f1bdb061eeb093e0c882a0eb2f36011b44","recordedAt":"2026-09-28T22:25:27.182857+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-12397406a0c93d0126b1b0f7","act-89b5e44436cb5dfa71fa02e9","act-63460b3aef2b22e924e23d1a"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s5","s6"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-12397406a0c93d0126b1b0f7","conditions":null,"description":"From this process the project will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-89b5e44436cb5dfa71fa02e9","conditions":null,"description":"The GIFT consortium will work with a panel of 10 lead users from prominent European museums to develop theoretical and practical advances.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-63460b3aef2b22e924e23d1a","conditions":null,"description":"The project will contribute to increasing citizens' curiosity and engagement by enabling more engaging hybrid virtual/physical museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"7fcf83cbeea56a4c426aee7c1983a0a43bce7ced2c0d0ca610aeabcb6da7732d","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:e8eaad93408c57d03b9c1f45f1781e403678b9fa8c560e9670c9bbd7ce145672","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.\n\nFrom this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","reason":"purpose: The project targets economic growth via ticket and digital sales, which are explicitly excluded as expected benefits of a technology under SDG 8 criteria.\nscope: The project targets the cultural heritage sector, an identifiable economy, with no country restrictions, satisfying the scope condition.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project targets economic growth via ticket and digital sales, which are explicitly excluded as expected benefits of a technology under SDG 8 criteria.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the cultural heritage sector, an identifiable economy, with no country restrictions, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"e8eaad93408c57d03b9c1f45f1781e403678b9fa8c560e9670c9bbd7ce145672","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T13:25:20.135255+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-12397406a0c93d0126b1b0f7","act-89b5e44436cb5dfa71fa02e9","act-63460b3aef2b22e924e23d1a"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":[],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-12397406a0c93d0126b1b0f7","conditions":null,"description":"From this process the project will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-89b5e44436cb5dfa71fa02e9","conditions":null,"description":"The GIFT consortium will work with a panel of 10 lead users from prominent European museums to develop theoretical and practical advances.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-63460b3aef2b22e924e23d1a","conditions":null,"description":"The project will contribute to increasing citizens' curiosity and engagement by enabling more engaging hybrid virtual/physical museum experiences.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"7fcf83cbeea56a4c426aee7c1983a0a43bce7ced2c0d0ca610aeabcb6da7732d","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9.1","name":"Develop quality, reliable, sustainable and resilient infrastructure, including regional and transborder infrastructure, to support economic development and human well-being, with a focus on affordable and equitable access for all","uri":"http://data.europa.eu/sdg/9.1","state":"no_mapping","strength":"partial","assertionId":"mapping:abf899a473e004384b1895d5d52db9756226745d29801a280af89a90925651f4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","reason":"purpose: The project targets user engagement and cultural heritage, not infrastructure quality or reliability for economic development.\nscope: The project focuses on virtual/physical museum experiences, not an identifiable infrastructure system or service function.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project targets user engagement and cultural heritage, not infrastructure quality or reliability for economic development.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on virtual/physical museum experiences, not an identifiable infrastructure system or service function.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"abf899a473e004384b1895d5d52db9756226745d29801a280af89a90925651f4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"abb61670d0cc077d322353439fc7745e1c03cb81784bc8b83f5aaa3dee6c70b2","recordedAt":"2026-09-28T01:43:57.853456+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"2a1598cceaba8bc065b86ce32d5f266818d3f4dd49d890b1377db67154a51b08","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:01c8855a5036aab7500101f807086d1a0fbb09f1ca209de17cca3baa59ba58cf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"\n\nA main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.\n\nThe GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.\n\nThrough multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.\n\nFrom this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.\n\nThe hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","reason":"purpose: The project provides tools for the heritage sector but does not explicitly increase research capacity, add staff, or transfer capabilities to industry as required by the 9.5 purpose condition.\nscope: The selected activity develops a framework and tools for the cultural heritage sector, which constitutes scientific research and technological capability development for a named sector.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project provides tools for the heritage sector but does not explicitly increase research capacity, add staff, or transfer capabilities to industry as required by the 9.5 purpose condition.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The selected activity develops a framework and tools for the cultural heritage sector, which constitutes scientific research and technological capability development for a named sector.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1969,"kind":"text","quote":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.\"\"","start":1737,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":190,"kind":"text","quote":"A main challenge with the development of virtual museums is establishing meaningful user experiences that allow for personal, complex and emotional encounters with art and cultural heritage.","start":0,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":715,"kind":"text","quote":"The GIFT project suggests creating meaningful personalization through digital gifting and emotional appropriation: Designs for allowing visitors to create their own museum tours as digital \"\"mixtapes\"\", and to play with technologies that measure emotional responses to artwork as a playful reappropriation of museum spaces.We aim to accommodate the complex ways in which users may confront art and heritage content, and engage users to participate and share experiences that are emotionally poignant and personally profound.","start":191,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":879,"kind":"text","quote":"Through multidisciplinary, practice-based research we will develop, test and validate two ground-breaking prototypes for digital encounters with cultural heritage.","start":716,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1525,"kind":"text","quote":"From this process we will develop a framework with theory, tools, design guidelines and best practice recommendations for creating meaningful personalization of hybrid virtual museum experiences.The GIFT consortium includes leading artists and researchers with a long history of successful collaborations, who will be working with a panel of 10 lead users from prominent European museums, to develop theoretical and practical advances with great impact for the cultural heritage sector and European society.By enabling more engaging hybrid virtual/physical museum experiences, we will contribute to increasing citizens' curiosity and engagement.","start":880,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"},{"end":1736,"kind":"text","quote":"The hybrid format will also help make both virtual museum experiences as well as physical visits more engaging and attractive, thus contributing to economic growth through ticket sales as well as digital sales.","start":1526,"text_hash":"d7ce66e09b608cec4ba2ff4f4a62dc9956ed9304fb3a8baec75e5e3d22a87412"}],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","originalAssertionId":"01c8855a5036aab7500101f807086d1a0fbb09f1ca209de17cca3baa59ba58cf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T13:25:20.135959+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-905d154e0f1cebaea9cbabf2"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-905d154e0f1cebaea9cbabf2","conditions":null,"description":"By providing frameworks that help non-technical experts in the heritage sector to build and experiment with meaningful personalization of digital cultural heritage, the project gives the sector tools to build and innovate further.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"c39d25f8359d76831fe688346c87849a5a362a9fe26f204baf3bc3ab90d6ddf2","sheet_sha256":"7fcf83cbeea56a4c426aee7c1983a0a43bce7ced2c0d0ca610aeabcb6da7732d","sheet_version":"mesh-activity-sheet-v3","source_version":"b03d15d1b1490ebdba0675c22aa8ddd383afdbc6dbee6abfcd142d68bec43bc9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9","uri":"http://data.europa.eu/sdg/9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","state":"processing_error","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_failed","failureDetail":"done/failed","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.7","navigationEligible":false},{"code":"10.2","uri":"http://data.europa.eu/sdg/10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"12.7","uri":"http://data.europa.eu/sdg/12.7","name":"Promote public procurement practices that are sustainable, in accordance with national policies and priorities","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"12.b","uri":"http://data.europa.eu/sdg/12.b","name":"Develop and implement tools to monitor sustainable development impacts for sustainable tourism that creates jobs and promotes local culture and products","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4","uri":"http://data.europa.eu/sdg/4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.9","uri":"http://data.europa.eu/sdg/8.9","name":"By 2030, devise and implement policies to promote sustainable tourism that creates jobs and promotes local culture and products","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"424cef1b0786b88fb12c06d3d2db636ce692b5eee7f25b07e9e7242b14f54dd2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"GIFT","title":"Meaningful Personalization of Hybrid Virtual Museum Experiences Through Gifting and Appropriation","status":"CLOSED","startDate":"2017-01-01","endDate":"2019-12-31","ecSignatureDate":"2016-09-07","totalCost":2440303.0,"ecMaxContribution":2440303.0,"frameworkProgramme":"H2020","fundingScheme":"RIA","masterCall":"H2020-SC6-CULT-COOP-2016-2017","subCall":"H2020-SC6-CULT-COOP-2016","grantDoi":"10.3030/727040","keywords":["Pervasive games","locative media","practice-based research","user experience design","HCI","performance-led research","personalization","hybrid spaces","gifting","appropriation"],"contentUpdateDate":"2023-09-01 17:10:34","topics":[{"code":"CULT-COOP-08-2016","title":"Virtual museums and social platform on European digital heritage, memory, identity and cultural interaction."}],"legalBasis":[{"code":"H2020-EU.3.6.3.1.","title":"Study European heritage, memory, identity, integration and cultural interaction and translation, including its representations in cultural and scientific collections, archives and museums, to better inform and understand the present by richer interpretations of the past","main":false},{"code":"H2020-EU.3.6.","title":"SOCIETAL CHALLENGES - Europe In A Changing World - Inclusive, Innovative And Reflective Societies","main":true}],"euroSciVoc":[{"code":"/31/113/613","path":"humanities/history and archaeology/history","title":"history"}],"policyPriorities":null,"organisations":[{"name":"ITU BUSINESS DEVELOPMENT A/S","shortName":"ITU BUSINESS DEVELOPMENT A/S","role":"thirdParty","country":"DK","city":"Copenhagen","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":null,"order":1},{"name":"IT-UNIVERSITETET I KOBENHAVN","shortName":"IT UNIVERSITY OF COPENHAGEN","role":"coordinator","country":"DK","city":"KOBENHAVN","activityType":"HES","sme":false,"ecContribution":729632.0,"totalCost":729632.0,"geolocation":[55.67452,12.56442],"order":1},{"name":"BLAST THEORY","shortName":"BT","role":"participant","country":"UK","city":"Brighton","activityType":"OTH","sme":true,"ecContribution":325717.0,"totalCost":325717.0,"geolocation":[50.8220399,-0.137406],"order":2},{"name":"NEXTGAME DIGITAL DOO BEOGRAD-STARIGRAD","shortName":"NEXTGAME","role":"participant","country":"RS","city":"BEOGRAD","activityType":"PRC","sme":true,"ecContribution":250820.0,"totalCost":250820.0,"geolocation":[44.8178131,20.4568974],"order":3},{"name":"THE UNIVERSITY OF NOTTINGHAM","shortName":null,"role":"participant","country":"UK","city":"Nottingham","activityType":"HES","sme":false,"ecContribution":598117.0,"totalCost":598117.0,"geolocation":[52.938355,-1.1731581],"order":4},{"name":"UPPSALA UNIVERSITET","shortName":"UU","role":"participant","country":"SE","city":"Uppsala","activityType":"HES","sme":false,"ecContribution":457745.0,"totalCost":457745.0,"geolocation":[59.851290886,17.632630178],"order":5},{"name":"STICHTING EUROPEANA","shortName":null,"role":"participant","country":"NL","city":"DEN HAAG","activityType":"OTH","sme":true,"ecContribution":47485.0,"totalCost":47485.0,"geolocation":[52.0819208,4.3269838],"order":6},{"name":"CULTURE 24 LBG","shortName":"CULTURE24","role":"participant","country":"UK","city":"Brighton","activityType":"OTH","sme":false,"ecContribution":30787.0,"totalCost":30787.0,"geolocation":[50.8261773,-0.1382971],"order":7}],"topicDetails":[{"identifier":"CULT-COOP-08-2016","title":"Virtual museums and social platform on European digital heritage, memory, identity and cultural interaction.","callIdentifier":"H2020-SC6-CULT-COOP-2016-2017","callTitle":"UNDERSTANDING EUROPE - PROMOTING THE EUROPEAN PUBLIC AND CULTURAL SPACE","programme":"Horizon 2020 Framework Programme","programmeDivisions":["Societal Challenges","EC Treaty","Europe in a changing world - inclusive, innovative and reflective societies","Reflective societies - cultural heritage and European identity","Study European heritage, memory, identity, integration and cultural interaction and translation, including its representations in cultural and scientific collections, archives and museums, to better inform and understand the present by richer interpretations of the past"],"typeOfAction":"RIA Research and Innovation action","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2016":10000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":["Media and socio-cultural communication","Cultural history, cultural memory","Visual arts, performing arts, design","Web and information systems, database systems, inf","Cultural studies, cultural diversity"],"description":"Specific Challenge:ICT changes the way cultural digital resources are created, disseminated, preserved and (re)used. It empowers different types of users to engage with cultural digital resources, for example through web discovery interfaces representing a wealth of information from collections (archives, scientific collection, museums, art galleries, visual arts etc.) enabling their re-use and re-purposing according to users' needs and inputs. The Virtual Museum (VM) is not a real museum transposed to the web, nor an archive or a database of virtual digital assets but a provider of information on top of being an exhibition room. VM provide opportunities for people to access digital content before, during and after a visit in a range of digital ‘encounters’. Virtual museum is technologically demanding especially in terms of virtual and augmented reality and storytelling authoring tools which must covers various types of digital creations including virtual reality and 3D experiences, located online, in museums or on heritage sites. The challenge will be to give further emphasis on improving access, establishing meaningful narratives for collections and displays and story-led interpretation by the development of VM. It will also address the fundamental issues that are required to make this happen e.g. image rights, licencing and the ability of museums to support new ICT technology.\nThe emergence of new social paradigms in the area of European Heritage induce the creation of specific social platforms that will encourage an active participation of a large number of stakeholders aiming at a better understanding of the European cultural heritage. Moreover it should facilitate and support a better understanding of the past to better build our future. The challenge is to support the multidisciplinary awareness needed for providing a comprehensive framework for the accessibility, preservation, participatory and sustainable management of cultural resources and assets, based on a holistic, social understanding of European culture and cultural heritage. This challenge will contribute to the debate over these issues and opportunities by facilitating an open dialogue on how technological changes, new business models and scientific progress impact and accelerate developments, including social change, determine policy changes, and support new investments (both private and public) involving diverse actors with different stakes and agendas.\nResearching digital cultural heritage is of key, long-term importance to Europe in order to form a robust knowledge base on how cultural heritage may develop in the 21st century. This will enable creative and innovative partnerships between museums, creative industries and public-domain areas such as education with transfer value to other socio-cultural areas and will advance strategies for heritage institutions, including museums, to harness transversal citizen resources and thus enhance their benefit to wider society.\nScope:a) Research and Innovation Actions\nEuropean cultural heritage is being radically transformed with the wide adoption of digital media used for engagement, participation and inclusion. Researching these transformations encompass the engagements of citizens in their own formation of heritage and the options for heritage institutions to capitalize on the new forms of communication and interaction.\nThe real potentiality of a virtual museum is in the creation of a personalized, immersive, interactive ways to enhance our understanding of the world around us. The audio-visual narrative is one of the best means to effectively communicate about objects in a museum to the ordinary visitor. Therefore, actions will focus on the development of highly innovative technologies, methods and ICT tools to significantly improve the ‘digital encounter’ including quality of images, sonic narratives, the display and interactivity with digital objects. Besides, actions should research and create new ways of personalised storytelling, interactivity and adaptive guidance, bridging the physical and the digital world. The technology resulting from the research should be validated in real life environments. During test and validation phases, due attention has to be paid to scalability, portability, transmedia and interoperability of the technologies proposed and the support needed when implemented. Furthermore, social media tools should be integrated into the VM platform in order to facilitate exchange of information among users.\nThe Commission considers that proposals requesting a contribution from the EU in the order of EUR 2.5 million would allow this specific challenge to be addressed appropriately. This does not preclude submission and selection of proposals requesting other amounts.\nb) Coordination and Support Action[1]\nThe scope of this action is to develop and maintain a sustainable platform engaging a large number of key actors, stakeholders and communities of practices on how to improve the collaboration and comprehension among the entire community, in order to build up a common roadmap for future activities and explore how these new encounters can be evaluated to understand the models. The platform should engage - and be open to all - practitioners and stakeholders wishing to contribute to decision making processes, agree on objectives and priorities, share experiences, policies and practices. Partnership and collaboration between public and private stakeholders should be encouraged. The platform will concretise its action through the organisation of workshops, conferences or any other awareness-raising actions.\nThe Commission considers that proposals requesting a contribution of EUR 1 million would allow this specific challenge to be addressed appropriately. This does not preclude submission and selection of proposals requesting other amounts.\nExpected Impact:Virtual Museums and Social Platform are accessible for everyone, breaking the restrictions of geography and","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/CULT-COOP-08-2016"}]}}
{"id":"101220168","acronym":"AsgOx","name":"Asgard Archaea and Earth's Oxygenation: Uncovering Key Aspects of Eukaryogenesis","offer":"Many aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life. The recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire. The cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton. Despite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it. Some hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels. The Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist. This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life. This will involve i) cultivation of the first facultative aerobic Asgard archaea, thought to be the closest to eukaryotes, ii) comparative phylogenetic analysis of Asgard archaea proteins involved in coping with oxygen, iii) biochemical characterization of these proteins using heterologous expression, iv) expression of these proteins in genetically tractable anaerobic archaea. This project will provide unique insights into the ecology and cell biology of our archaeal ancestors, leading to a transformative understanding of the environmental and evolutionary context of eukaryogenesis.","objective":"Many aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life. The recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire. The cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton. Despite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it. Some hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels. The Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist. This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life. This will involve i) cultivation of the first facultative aerobic Asgard archaea, thought to be the closest to eukaryotes, ii) comparative phylogenetic analysis of Asgard archaea proteins involved in coping with oxygen, iii) biochemical characterization of these proteins using heterologous expression, iv) expression of these proteins in genetically tractable anaerobic archaea. This project will provide unique insights into the ecology and cell biology of our archaeal ancestors, leading to a transformative understanding of the environmental and evolutionary context of eukaryogenesis.","sourceVersion":"428f3d086643738a1a8dea80ab09ab891b7e953b2b138f28a08f245e552c9ff1","originalSourceVersion":"72d70814a2e3cc0e2b5cecae72f14ae0c306f6accc340671d25165d959f3b38a","textHash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2","sourceUrl":"https://cordis.europa.eu/project/id/101220168","country":"DK","participantCountries":["DK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-11-11 10:28:09","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:e939bddaeaa565a7f0ced8a596c99262d5136dd3daa7aeec78e45177dbd2d2dc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.\n\nMany aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life.\n\nThe recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire.\n\nThe cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton.\n\nDespite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it.\n\nSome hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels.\n\nThe Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist.","reason":"purpose: The project purpose is to study oxygen-related processes in Asgard archaea and eukaryogenesis, not to conserve or sustainably use oceans, seas, or marine resources.\nscope: The project focuses on archaea in anoxic sediments and laboratory settings, lacking any marine ecosystem conservation or sustainable use component.","checks":[{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project purpose is to study oxygen-related processes in Asgard archaea and eukaryogenesis, not to conserve or sustainably use oceans, seas, or marine resources.","status":"not_met"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project focuses on archaea in anoxic sediments and laboratory settings, lacking any marine ecosystem conservation or sustainable use component.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1403,"kind":"text","quote":"This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.","start":1170,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":119,"kind":"text","quote":"Many aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life.","start":0,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":325,"kind":"text","quote":"The recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire.","start":120,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":552,"kind":"text","quote":"The cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton.","start":326,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":752,"kind":"text","quote":"Despite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it.","start":553,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":909,"kind":"text","quote":"Some hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels.","start":753,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":1169,"kind":"text","quote":"The Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist.","start":910,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"}],"sourceVersion":"428f3d086643738a1a8dea80ab09ab891b7e953b2b138f28a08f245e552c9ff1","originalAssertionId":"e939bddaeaa565a7f0ced8a596c99262d5136dd3daa7aeec78e45177dbd2d2dc","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T09:57:16.290767+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-69a7d21b1a70e13ce329ab2f"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[{"activity_id":"act-69a7d21b1a70e13ce329ab2f","conditions":null,"description":"This project aims to deepen understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"b0bb37997353571b0b1f374a4cc77906e8024661582563f8f83d3e61e7047c6e","sheet_sha256":"9a0a555d0705c849599faa1f885214f94725ee487f9e1d90b0091d7f557b9079","sheet_version":"mesh-activity-sheet-v3","source_version":"72d70814a2e3cc0e2b5cecae72f14ae0c306f6accc340671d25165d959f3b38a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:c7676aa025853b12e2270bbabbf6acef081c6a8d560847994b673252b7b661b6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.\n\nThis will involve i) cultivation of the first facultative aerobic Asgard archaea, thought to be the closest to eukaryotes, ii) comparative phylogenetic analysis of Asgard archaea proteins involved in coping with oxygen, iii) biochemical characterization of these proteins using heterologous expression, iv) expression of these proteins in genetically tractable anaerobic archaea.\n\nThis project will provide unique insights into the ecology and cell biology of our archaeal ancestors, leading to a transformative understanding of the environmental and evolutionary context of eukaryogenesis.\n\nMany aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life.\n\nThe recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire.\n\nThe cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton.\n\nDespite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it.\n\nSome hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels.\n\nThe Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist.","reason":"purpose: The project aims to understand the evolutionary history of eukaryotes and oxygen processes in archaea. This is basic biological research, not an explicit pathway to protecting, restoring, or sustainably using terrestrial ecosystems or halting biodiversity loss.\nscope: The subject of the project is Asgard archaea and the evolutionary context of eukaryogenesis. This does not constitute terrestrial ecosystems, forests, land, or relevant biodiversity as defined by SDG 15.","checks":[{"evidence_ids":["s7","s8","s9","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to understand the evolutionary history of eukaryotes and oxygen processes in archaea. This is basic biological research, not an explicit pathway to protecting, restoring, or sustainably using terrestrial ecosystems or halting biodiversity loss.","status":"not_met"},{"evidence_ids":["s7","s8","s9","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The subject of the project is Asgard archaea and the evolutionary context of eukaryogenesis. This does not constitute terrestrial ecosystems, forests, land, or relevant biodiversity as defined by SDG 15.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1403,"kind":"text","quote":"This proposal aims to deepen our understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.","start":1170,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":1783,"kind":"text","quote":"This will involve i) cultivation of the first facultative aerobic Asgard archaea, thought to be the closest to eukaryotes, ii) comparative phylogenetic analysis of Asgard archaea proteins involved in coping with oxygen, iii) biochemical characterization of these proteins using heterologous expression, iv) expression of these proteins in genetically tractable anaerobic archaea.","start":1404,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":1993,"kind":"text","quote":"This project will provide unique insights into the ecology and cell biology of our archaeal ancestors, leading to a transformative understanding of the environmental and evolutionary context of eukaryogenesis.","start":1784,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":119,"kind":"text","quote":"Many aspects of life's evolutionary history remain poorly understood, such as the emergence of complex eukaryotic life.","start":0,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":325,"kind":"text","quote":"The recent discovery of Asgard archaea in anoxic sediments has provided fundamental insights into this process due to their phylogenetic proximity to eukaryotes and their eukaryote-like protein repertoire.","start":120,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":552,"kind":"text","quote":"The cultivation of the first two anaerobic organisms from this group, both belonging to the Lokiarchaeia, provided support for their role in eukaryogenesis, especially with the detection of a eukaryote-like actin cytoskeleton.","start":326,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":752,"kind":"text","quote":"Despite these advances, there are still many unanswered questions, such as what was the environmental context of this process, especially considering that the Great Oxidation Event (GOE) preceded it.","start":553,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":909,"kind":"text","quote":"Some hypotheses suggest that mitochondria evolved in anoxic conditions, while others propose a link between higher cell complexity and rising oxygen levels.","start":753,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"},{"end":1169,"kind":"text","quote":"The Asgard archaea now considered closest to eukaryotes, namely the Heimdallarchaeia class and its subgroups Hodarchaeales and Kariarchaeaceae, are the only ones thought to be facultative aerobes, fueling this debate, though no cultured representatives exist.","start":910,"text_hash":"f8c66d715172b113e6c6757079bb439b277bc936576a2a13f018fbfbf485b1f2"}],"sourceVersion":"428f3d086643738a1a8dea80ab09ab891b7e953b2b138f28a08f245e552c9ff1","originalAssertionId":"c7676aa025853b12e2270bbabbf6acef081c6a8d560847994b673252b7b661b6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T09:57:16.293817+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-69a7d21b1a70e13ce329ab2f","act-bf853a409e37c84074bf822b","act-c88803dffbc9dfa8f7fbe1c0","act-8645f5438c48b99fa9e9344c","act-99920f5472ba128de44827bc","act-1731ff7f1d0f3bc39b543b38"],"activity_refs":["a7","a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7","a8","a9","a10","a11","a12"],"scope":["a7","a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11","a12"],"pathway":"The project investigates oxygen-related processes in Asgard archaea to understand the ecological context of eukaryogenesis, which is a fundamental evolutionary event involving terrestrial ecosystems and biodiversity.","selected_units":[{"activity_id":"act-69a7d21b1a70e13ce329ab2f","conditions":null,"description":"This project aims to deepen understanding of oxygen-related processes in Asgard archaea, focusing on reactive oxygen species, and to use these organisms to better understand the ecological context of the rise of eukaryotic life.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-bf853a409e37c84074bf822b","conditions":null,"description":"This will involve the cultivation of the first facultative aerobic Asgard archaea, thought to be the closest to eukaryotes.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-c88803dffbc9dfa8f7fbe1c0","conditions":null,"description":"This will involve comparative phylogenetic analysis of Asgard archaea proteins involved in coping with oxygen.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true},{"activity_id":"act-8645f5438c48b99fa9e9344c","conditions":null,"description":"This will involve biochemical characterization of these proteins using heterologous expression.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-99920f5472ba128de44827bc","conditions":null,"description":"This will involve expression of these proteins in genetically tractable anaerobic archaea.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"method","support_eligible":true},{"activity_id":"act-1731ff7f1d0f3bc39b543b38","conditions":null,"description":"This project will provide unique insights into the ecology and cell biology of archaeal ancestors, leading to a transformative understanding of the environmental and evolutionary context of eukaryogenesis.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true}],"sheet_cache_key":"b0bb37997353571b0b1f374a4cc77906e8024661582563f8f83d3e61e7047c6e","sheet_sha256":"9a0a555d0705c849599faa1f885214f94725ee487f9e1d90b0091d7f557b9079","sheet_version":"mesh-activity-sheet-v3","source_version":"72d70814a2e3cc0e2b5cecae72f14ae0c306f6accc340671d25165d959f3b38a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.3","uri":"http://data.europa.eu/sdg/14.3","name":"Minimize and address the impacts of ocean acidification, including through enhanced scientific cooperation at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"428f3d086643738a1a8dea80ab09ab891b7e953b2b138f28a08f245e552c9ff1","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"AsgOx","title":"Asgard Archaea and Earth's Oxygenation: Uncovering Key Aspects of Eukaryogenesis","status":"SIGNED","startDate":"2026-02-01","endDate":"2031-01-31","ecSignatureDate":"2025-10-31","totalCost":1549766.0,"ecMaxContribution":1549766.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2025-STG","subCall":"ERC-2025-STG","grantDoi":"10.3030/101220168","keywords":["Asgard archaea","cultivation","eukaryogenesis","antioxidant proteins","comparative genomics","phylogenomics"],"contentUpdateDate":"2025-11-11 10:28:09","topics":[{"code":"ERC-2025-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/31/113/613","path":"humanities/history and archaeology/history","title":"history"},{"code":"/23/53/373/1131","path":"natural sciences/chemical sciences/electrochemistry/electrolysis","title":"electrolysis"},{"code":"/23/49/335","path":"natural sciences/biological sciences/ecology","title":"ecology"},{"code":"/23/49/315/997/1613","path":"natural sciences/biological sciences/biochemistry/biomolecules/proteins","title":"proteins"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":100.0},"organisations":[{"name":"AARHUS UNIVERSITET","shortName":"AU","role":"coordinator","country":"DK","city":"Aarhus C","activityType":"HES","sme":false,"ecContribution":1549766.0,"totalCost":1549766.0,"geolocation":[56.171028417,10.199380829],"order":1}],"topicDetails":[{"identifier":"ERC-2025-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2025-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2024-07-10","deadlineDates":["2024-10-15"],"budget":{"budgetByYear":{"2025":"751100000"},"expectedGrants":483,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their research proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2025. Cut-off dates: Successful defence of PhD between 1 January 2018 and 31 December 2022 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2025-STG"}]}}
{"id":"101224871","acronym":"EcoArch","name":"Ecological Archaeologies of the Afrotropics","offer":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems. The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations. Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change. EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years. Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia. Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data. We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia. These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes. EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","objective":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems. The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations. Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change. EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years. Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia. Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data. We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia. These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes. EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalSourceVersion":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","textHash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5","sourceUrl":"https://cordis.europa.eu/project/id/101224871","country":"NO","participantCountries":["NO","UK","US"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-02-18 17:37:50","locations":[],"goal":13,"goalIds":[13,15],"rels":[{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:52f95c4f156ddd46a0687695a2f7304ea51ff76cc55bbf43b1c4e0f0c0775c07","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.”","modality":"planned","hypothesis":null,"quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.\n\nThe growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","reason":"purpose: The project explicitly combats climate change impacts by modeling human-climate interactions and generating data to improve future climate predictions.\nscope: Climate change and its impacts are substantive objects of the research, focusing on landscape changes driven by climate in the Afrotropics.","checks":[{"evidence_ids":["s4","s7","s8","s9","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly combats climate change impacts by modeling human-climate interactions and generating data to improve future climate predictions.","status":"supported"},{"evidence_ids":["s4","s7","s8","s9","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"Climate change and its impacts are substantive objects of the research, focusing on landscape changes driven by climate in the Afrotropics.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"52f95c4f156ddd46a0687695a2f7304ea51ff76cc55bbf43b1c4e0f0c0775c07","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-26T17:24:23.190714+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-d54724dc2f9892e51cb23960","activity_ref":"a4","claim_unit_candidates":["a4"],"end":888,"evidence_id":"s4","ownership":"current_project","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","quote_sha256":"f9f340d2907c6cdc4d846481f7928cd18e4b497e64d38411566e203f491e15b7","role":"activity","source_span_id":"7107bdebd8484109dd88b962f62f5643f102629d184db32e38402c3ca6851cf0","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":584},"activityBinding":{"activity_ids":["act-d54724dc2f9892e51cb23960","act-65e6fc3b4d2327f869034590","act-36ebd83a705548459fe07bf1","act-d94c917533491a86baae9eca","act-9287f1a0151d0c4dd6920fb8"],"activity_refs":["a4","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a7","a8","a9","a10"],"scope":["a4","a7","a8","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a4","a7","a8","a9"],"pathway":"a4 -> a7 -> a8 -> a9","selected_units":[{"activity_id":"act-d54724dc2f9892e51cb23960","conditions":null,"description":"EcoArch will bring together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to document landscape changes in the Afrotropics over the last 6000 years.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-65e6fc3b4d2327f869034590","conditions":null,"description":"The project will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-36ebd83a705548459fe07bf1","conditions":null,"description":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with greatly improved spatial and temporal resolution.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-d94c917533491a86baae9eca","conditions":null,"description":"The precision of the datasets generated will significantly augment inputs to the Earth System Models used to predict future climate changes.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true},{"activity_id":"act-9287f1a0151d0c4dd6920fb8","conditions":null,"description":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"supported","strength":"strong","assertionId":"mapping:a7fc7b53acef9e1cf7dfd42d457ef27983b40eaad851991fe7ae8dcdfbb3e987","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.”","modality":"planned","hypothesis":null,"quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.\n\nThe growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","reason":"purpose: The project explicitly plans to document landscape changes and model drivers of degradation over 6000 years, providing knowledge to understand human-climate interactions and halt biodiversity loss, satisfying the research pathway.\nscope: The project focuses on the Afrotropics, a terrestrial region in Africa and Arabia, studying land cover, vegetation, and fire, which directly addresses terrestrial ecosystems and relevant biodiversity.","checks":[{"evidence_ids":["s4","s7","s8","s9","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to document landscape changes and model drivers of degradation over 6000 years, providing knowledge to understand human-climate interactions and halt biodiversity loss, satisfying the research pathway.","status":"supported"},{"evidence_ids":["s4","s5","s7","s8","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project focuses on the Afrotropics, a terrestrial region in Africa and Arabia, studying land cover, vegetation, and fire, which directly addresses terrestrial ecosystems and relevant biodiversity.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"a7fc7b53acef9e1cf7dfd42d457ef27983b40eaad851991fe7ae8dcdfbb3e987","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-26T17:24:23.193111+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-d54724dc2f9892e51cb23960","activity_ref":"a4","claim_unit_candidates":["a4"],"end":888,"evidence_id":"s4","ownership":"current_project","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","quote_sha256":"f9f340d2907c6cdc4d846481f7928cd18e4b497e64d38411566e203f491e15b7","role":"activity","source_span_id":"7107bdebd8484109dd88b962f62f5643f102629d184db32e38402c3ca6851cf0","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":584},"activityBinding":{"activity_ids":["act-d54724dc2f9892e51cb23960","act-ae49c4df965b85ee05e8b2b7","act-65e6fc3b4d2327f869034590","act-36ebd83a705548459fe07bf1","act-d94c917533491a86baae9eca","act-9287f1a0151d0c4dd6920fb8"],"activity_refs":["a4","a5","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s7","s8"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a7","a8","a9","a10"],"scope":["a4","a5","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a7","a8","a9","a10"],"pathway":"The project documents past landscape changes (a4) and models drivers like climate and human activity (a7) to generate high-resolution reconstructions (a8) and augment Earth System Models (a9), establishing a knowledge pathway to understanding drivers of land degradation and biodiversity loss.","selected_units":[{"activity_id":"act-d54724dc2f9892e51cb23960","conditions":null,"description":"EcoArch will bring together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to document landscape changes in the Afrotropics over the last 6000 years.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-ae49c4df965b85ee05e8b2b7","conditions":null,"description":"The project will combine new analytical tools across large landscapes to expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-65e6fc3b4d2327f869034590","conditions":null,"description":"The project will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-36ebd83a705548459fe07bf1","conditions":null,"description":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with greatly improved spatial and temporal resolution.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-d94c917533491a86baae9eca","conditions":null,"description":"The precision of the datasets generated will significantly augment inputs to the Earth System Models used to predict future climate changes.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true},{"activity_id":"act-9287f1a0151d0c4dd6920fb8","conditions":null,"description":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11.4","name":"Strengthen efforts to protect and safeguard the world’s cultural and natural heritage","uri":"http://data.europa.eu/sdg/11.4","state":"no_mapping","strength":"partial","assertionId":"mapping:d7acf613f51909095e9dd17e297167918ef6bd0f390f97a5b790cc16bb180c5c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nAdditionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","reason":"purpose: The project aims to document past landscape changes and improve climate models, not to protect or safeguard existing cultural or natural heritage.\nscope: The subject is natural heritage (ecosystems), but the project studies past changes rather than safeguarding the heritage itself, failing the condition.","checks":[{"evidence_ids":["s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to document past landscape changes and improve climate models, not to protect or safeguard existing cultural or natural heritage.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The subject is natural heritage (ecosystems), but the project studies past changes rather than safeguarding the heritage itself, failing the condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1277,"kind":"text","quote":"Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.","start":1116,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"d7acf613f51909095e9dd17e297167918ef6bd0f390f97a5b790cc16bb180c5c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"95c077f8bf711162a004bfb179eebb12a0062cf1165e6cc0358bf40ab14ef82d","recordedAt":"2026-09-28T20:53:21.434893+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:cd8c46c5de028816ac0511930c8da36423986e92516029193869067cb12bbf68","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.\n\nEcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nAdditionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","reason":"purpose: The project investigates landscape changes in the Afrotropics, not urban systems or city waste. It does not address the required reduction pathway for adverse environmental impacts of cities.\nscope: The environmental burden is tied to the Afrotropics (a biogeographical region), not a city or urban system. The urban environmental purpose is not evidenced.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project investigates landscape changes in the Afrotropics, not urban systems or city waste. It does not address the required reduction pathway for adverse environmental impacts of cities.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The environmental burden is tied to the Afrotropics (a biogeographical region), not a city or urban system. The urban environmental purpose is not evidenced.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1277,"kind":"text","quote":"Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.","start":1116,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"cd8c46c5de028816ac0511930c8da36423986e92516029193869067cb12bbf68","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T20:53:21.437268+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"13.3","name":"Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning","uri":"http://data.europa.eu/sdg/13.3","state":"no_mapping","strength":"partial","assertionId":"mapping:797211d07a12b96be2ce10705a486c1927f56e690b940621873318b15e92c03f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.\n\nEcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nAdditionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","reason":"purpose: The project focuses on generating scientific data and methodological paths for researchers, not on improving education, awareness, or human/institutional capacity regarding climate action.\nscope: The project's subject is archaeo-ecology and human-climate interactions, which does not constitute a substantive listed climate domain (mitigation, adaptation, impact reduction, early warning).","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on generating scientific data and methodological paths for researchers, not on improving education, awareness, or human/institutional capacity regarding climate action.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project's subject is archaeo-ecology and human-climate interactions, which does not constitute a substantive listed climate domain (mitigation, adaptation, impact reduction, early warning).","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1277,"kind":"text","quote":"Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.","start":1116,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"797211d07a12b96be2ce10705a486c1927f56e690b940621873318b15e92c03f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d34b473d81b1efd97ead706c230e2783a03feae1367717572aff3d5253c844b1","recordedAt":"2026-09-27T08:58:15.521117+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.5","name":"Take urgent and significant action to reduce the degradation of natural habitats, halt the loss of biodiversity and, by 2020, protect and prevent the extinction of threatened species","uri":"http://data.europa.eu/sdg/15.5","state":"no_mapping","strength":"partial","assertionId":"mapping:811081225e01ce4b642af59db3d6f9be977b52638d0d29ae5cacbd988a476e3a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nThe growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","reason":"purpose: The project aims to document past landscape changes and model drivers, not to reduce habitat degradation or protect species from extinction.\nscope: The project focuses on reconstructing past environments rather than addressing current habitat degradation or threatened species protection.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to document past landscape changes and model drivers, not to reduce habitat degradation or protect species from extinction.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project focuses on reconstructing past environments rather than addressing current habitat degradation or threatened species protection.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"811081225e01ce4b642af59db3d6f9be977b52638d0d29ae5cacbd988a476e3a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"109e9f47f99466e707951a4b3bed5ae067016ad59b1fdfa6489fe0bfde799c9f","recordedAt":"2026-09-27T08:59:59.246323+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-d54724dc2f9892e51cb23960"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-d54724dc2f9892e51cb23960","conditions":null,"description":"EcoArch will bring together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to document landscape changes in the Afrotropics over the last 6000 years.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:c221d001a5b1d3fce63ce3f87a64d67cb32f8b4d976631b7984ec3f98d280eee","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.\n\nEcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nAdditionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","reason":"purpose: The project focuses on generating data and models for scientific understanding, not integrating ecosystem values into planning, development, or poverty reduction strategies.\nscope: The project targets a biogeographical region (Afrotropics) for research, not an identifiable national or local planning, policy, development, or accounting process.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on generating data and models for scientific understanding, not integrating ecosystem values into planning, development, or poverty reduction strategies.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets a biogeographical region (Afrotropics) for research, not an identifiable national or local planning, policy, development, or accounting process.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1277,"kind":"text","quote":"Additionally, we will build and logistically support a large regional network of scientists trained and committed to collecting harmonised palaeoecological data.","start":1116,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"c221d001a5b1d3fce63ce3f87a64d67cb32f8b4d976631b7984ec3f98d280eee","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-27T08:59:59.250359+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:b6d0a05e6356afc9c250a50b9f1cb710ed02b1c1880305c8ebd48abcb750d56e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.\n\nEcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","reason":"purpose: Project focuses on landscape and climate history, not water/sanitation management or protection of water-related ecosystems.\nscope: Outputs are land cover and climate reconstructions; no water system, resource, service, pollutant, or water-related ecosystem is identified.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s7"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on landscape and climate history, not water/sanitation management or protection of water-related ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"Outputs are land cover and climate reconstructions; no water system, resource, service, pollutant, or water-related ecosystem is identified.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"b6d0a05e6356afc9c250a50b9f1cb710ed02b1c1880305c8ebd48abcb750d56e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T08:59:59.252218+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a7","a8","a9","a10"],"pathway":"null","selected_units":[],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.6","name":"By 2020, protect and restore water-related ecosystems, including mountains, forests, wetlands, rivers, aquifers and lakes","uri":"http://data.europa.eu/sdg/6.6","state":"no_mapping","strength":"partial","assertionId":"mapping:2f06b8292e093bb50a82f55c586fbcc9feb70db9625ac4ccf5c172f7df2dd9e5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.\n\nCombining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.\n\nWe will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.\n\nThese efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.\n\nEcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.\n\nThe growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.\n\nThe lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.\n\nNowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","reason":"purpose: The project aims to document past landscape changes and improve climate models, not to protect or restore water-related ecosystems.\nscope: The project focuses on general landscape changes in the Afrotropics, lacking explicit focus on water-related ecosystems like wetlands or rivers.","checks":[{"evidence_ids":["s4","s5","s7","s8","s9","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to document past landscape changes and improve climate models, not to protect or restore water-related ecosystems.","status":"not_met"},{"evidence_ids":["s4","s5","s7","s8","s9","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project focuses on general landscape changes in the Afrotropics, lacking explicit focus on water-related ecosystems like wetlands or rivers.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":888,"kind":"text","quote":"EcoArch brings together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to synergistically address fundamental questions about the relationship between humans and the environment over time by documenting landscape changes in the Afrotropics over the last 6000 years.","start":584,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1115,"kind":"text","quote":"Combining new analytical tools across large landscapes with long occupation histories, we will exponentially expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","start":889,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1489,"kind":"text","quote":"We will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","start":1278,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1803,"kind":"text","quote":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with a greatly improved spatial and temporal resolution The precision of the datasets we generate will significantly augment inputs to the Earth System Models used to predict future climate changes.","start":1490,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":1956,"kind":"text","quote":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","start":1804,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":233,"kind":"text","quote":"The growing climate crisis and threats to biodiversity have alerted the scientific community of the need to develop a clearer understanding of what has driven landscape changes and how these have impacted biodiversity and ecosystems.","start":0,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":400,"kind":"text","quote":"The lack of observationally constrained quantitative estimates of those impacts have led to large differences in the scenarios currently used for climate simulations.","start":234,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"},{"end":583,"kind":"text","quote":"Nowhere is this more pressing than in the Afrotropics—a biogeographical region of nearly one billion people who are among the most vulnerable to the effects of global climate change.","start":401,"text_hash":"994f81368a510bae9e0e398f6241bc253fe6786b7f801034ea52498ca2e1fac5"}],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","originalAssertionId":"2f06b8292e093bb50a82f55c586fbcc9feb70db9625ac4ccf5c172f7df2dd9e5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4dcda222c164fa66f014305360ef4faaa4a3fada9e68d4cc7674841d1a81e47f","recordedAt":"2026-09-27T08:59:59.253856+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-d54724dc2f9892e51cb23960","act-ae49c4df965b85ee05e8b2b7","act-65e6fc3b4d2327f869034590","act-36ebd83a705548459fe07bf1","act-d94c917533491a86baae9eca","act-9287f1a0151d0c4dd6920fb8"],"activity_refs":["a4","a5","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a7","a8","a9","a10"],"scope":["a4","a5","a7","a8","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a7","a8","a9","a10"],"pathway":null,"selected_units":[{"activity_id":"act-d54724dc2f9892e51cb23960","conditions":null,"description":"EcoArch will bring together expertise in archaeology, geosciences, evolutionary ecology, and land cover modelling to document landscape changes in the Afrotropics over the last 6000 years.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-ae49c4df965b85ee05e8b2b7","conditions":null,"description":"The project will combine new analytical tools across large landscapes to expand the quantity and quality of archaeo-ecological data at five geographically diverse sites in Africa and Arabia.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-65e6fc3b4d2327f869034590","conditions":null,"description":"The project will conduct state-of-the-art vegetation and fire modelling to determine the relative importance of climate, wildfire, and human activities on landscape changes in the Afrotropics over the last six millennia.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-36ebd83a705548459fe07bf1","conditions":null,"description":"These efforts will result in robust local-, regional- and continental-scale land cover and climate reconstructions with greatly improved spatial and temporal resolution.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-d94c917533491a86baae9eca","conditions":null,"description":"The precision of the datasets generated will significantly augment inputs to the Earth System Models used to predict future climate changes.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true},{"activity_id":"act-9287f1a0151d0c4dd6920fb8","conditions":null,"description":"EcoArch will establish a conceptual and methodological path for future archaeo-ecological researchers seeking to disentangle human-climate interactions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"3af14446ab31b129d838199cb3af2747f748c6296867c8d23edbf1fe53c5431b","sheet_sha256":"4b9e4c924128c712d59745290ab8e8a7f16576e8d4f803c8268fc44bc4689e73","sheet_version":"mesh-activity-sheet-v3","source_version":"ed4c9212d25083d603ea05eacbc698f77f0fd113548674890c41fe34b6874bc7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.2","uri":"http://data.europa.eu/sdg/13.2","name":"Integrate climate change measures into national policies, strategies and planning","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.1","uri":"http://data.europa.eu/sdg/15.1","name":"By 2020, ensure the conservation, restoration and sustainable use of terrestrial and inland freshwater ecosystems and their services, in particular forests, wetlands, mountains and drylands, in line with obligations under international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.3","uri":"http://data.europa.eu/sdg/15.3","name":"By 2030, combat desertification, restore degraded land and soil, including land affected by desertification, drought and floods, and strive to achieve a land degradation-neutral world","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.4","uri":"http://data.europa.eu/sdg/15.4","name":"By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"42ccee498eca6a40fe69a0e6fc3f672b18d70747c9695f0b035e333f10569910","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"EcoArch","title":"Ecological Archaeologies of the Afrotropics","status":"SIGNED","startDate":"2026-03-01","endDate":"2032-02-29","ecSignatureDate":"2026-02-05","totalCost":12089947.0,"ecMaxContribution":12089947.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC-SYG","masterCall":"ERC-2025-SyG","subCall":"ERC-2025-SyG","grantDoi":"10.3030/101224871","keywords":["anthromes; climate change; ecological baselines; land use land cover (LULC); wildfire"],"contentUpdateDate":"2026-02-18 17:37:50","topics":[{"code":"ERC-2025-SyG","title":"ERC SYNERGY GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/31/113/613","path":"humanities/history and archaeology/history","title":"history"},{"code":"/23/49/335/1009","path":"natural sciences/biological sciences/ecology/ecosystems","title":"ecosystems"},{"code":"/31/113/611","path":"humanities/history and archaeology/archaeology","title":"archaeology"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"UNIVERSITETET I OSLO","shortName":"UNIVERSITY OF OSLO","role":"coordinator","country":"NO","city":"Oslo","activityType":"HES","sme":false,"ecContribution":6752739.25,"totalCost":6752739.25,"geolocation":[59.939593817,10.720299515],"order":1},{"name":"THE PENNSYLVANIA STATE UNIVERSITY","shortName":null,"role":"participant","country":"US","city":"University Park","activityType":"HES","sme":false,"ecContribution":2711971.5,"totalCost":2711971.5,"geolocation":[40.811495,-77.865981],"order":2},{"name":"THE UNIVERSITY OF READING","shortName":null,"role":"participant","country":"UK","city":"Reading","activityType":"HES","sme":false,"ecContribution":2625236.25,"totalCost":2625236.25,"geolocation":[51.44006,-0.943342],"order":3}],"topicDetails":[{"identifier":"ERC-2025-SyG","title":"ERC SYNERGY GRANTS","callIdentifier":"ERC-2025-SyG","callTitle":"Call for proposals for ERC Synergy Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC-SYG HORIZON ERC Synergy Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2024-07-11","deadlineDates":["2024-11-06"],"budget":{"budgetByYear":{"2025":"500000000"},"expectedGrants":48,"minContribution":0,"maxContribution":14000000,"deadlineModel":"single-stage"},"keywords":[],"description":"Objective:The aim is to provide support for a small group of two to four Principal Investigators to jointly address ambitious research problems that could not be addressed by the individual Principal Investigators and their teams working alone. Synergy projects should enable substantial advances at the frontiers of knowledge, stemming, for example, from the cross-fertilization of scientific fields, from new productive lines of enquiry, or new methods and techniques, including unconventional approaches and investigations at the interface between established disciplines. The transformative research funded by Synergy Grants should have the potential of becoming a benchmark on a global scale.\nPrincipal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their scientific proposal. Principal Investigators must also demonstrate that their group can successfully bring together the scientific elements necessary to address the scope and complexity of the proposed research question.\nOne of the Principal Investigators must be designated as the Corresponding Principal Investigator. At any one time, one Principal Investigator per Synergy Grant Group except the Corresponding one can be hosted or engaged by an institution outside of the EU or Associated Countries.\nSize of ERC Synergy Grants\nSynergy Grants may be awarded up to a maximum of EUR 10 000 000 for a period of 6 years. The maximum award is reduced pro rata temporis for projects of a shorter duration. This does not apply to ongoing projects.\nAn additional up to EUR 4 000 000 in total can be requested in the proposal to cover (a) eligible ‘start-up’ costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant and/or (b) the purchase of major equipment and/or (c) access to large facilities and/or (d) other major experimental and field work costs, excluding personnel costs. As any additional funding is to cover major one-off costs it is not subject to pro rata temporis reduction for projects of shorter duration. All funding requested is assessed during evaluation.\nProfile of the ERC Synergy Grant Principal Investigators\nThe 'Synergy Grant Group' applying for the ERC Synergy Grant must be made up of a minimum of two and a maximum of four Principal Investigators with competitive track records and, as necessary, their teams.\nEach of the Principal Investigators must present in the proposal a Curriculum Vitae and a Track Record as appropriate to their career stage.\nFor further information, please see the ERC Work Programme 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2025-SyG"}]}}
{"id":"101297265","acronym":"NEPTUNE","name":"Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement","offer":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures. These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States. NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables. It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter). NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks. It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity. By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal. Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies. The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages. Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","objective":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures. These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States. NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables. It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter). NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks. It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity. By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal. Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies. The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages. Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalSourceVersion":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","textHash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02","sourceUrl":"https://cordis.europa.eu/project/id/101297265","country":"FI","participantCountries":["DK","EE","EL","ES","FI","IE","IT","NL"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-05-13 17:38:12","locations":[],"goal":7,"goalIds":[7,9],"rels":[{"code":"16.6","name":"Develop effective, accountable and transparent institutions at all levels","uri":"http://data.europa.eu/sdg/16.6","state":"supported","strength":"strong","assertionId":"mapping:94b64107f9d9dd49e512c1c03eb83a16d3f174d6ba49b280d32d25e6335d9887","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.”","modality":"planned","hypothesis":null,"quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nNEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","reason":"purpose: The project explicitly aims to strengthen cross-border collaboration and improve governance coordination, directly addressing the need for effective institutions.\nscope: The project targets cross-border collaboration and European leadership, aligning with the 'at all levels' scope for institutions without adding external restrictions.","checks":[{"evidence_ids":["s8","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to strengthen cross-border collaboration and improve governance coordination, directly addressing the need for effective institutions.","status":"supported"},{"evidence_ids":["s8","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets cross-border collaboration and European leadership, aligning with the 'at all levels' scope for institutions without adding external restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"94b64107f9d9dd49e512c1c03eb83a16d3f174d6ba49b280d32d25e6335d9887","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28cc852117d55807b1ec192f92fe9d3a1a7637a20f723fb87658a31955e5aed4","recordedAt":"2026-09-28T20:45:48.145703+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-9a58e1e009167aa3316c480e","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1660,"evidence_id":"s8","ownership":"current_project","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","quote_sha256":"f39e32645400f5e48bd4b47341f018663b37f352d7f572fcff6e2259ffd94dd0","role":"activity","source_span_id":"b4bc1aa4209c0c1d6ea9cd21a3ec67af6d5ecf65d10f4640605b4a63da26d2e2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1443},"activityBinding":{"activity_ids":["act-9a58e1e009167aa3316c480e"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-9a58e1e009167aa3316c480e","conditions":null,"description":"Through its roadmap, the project will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true}],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"874f11c90e850cfc31715e39ab2df8d9d793d69c888a48bde0cf731f6bc410aa","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"supported","strength":"strong","assertionId":"mapping:da36d038f30562d2896fd321f1adce33ace5003c1f059c53f7ee55fd792dfbf5","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.”","modality":"planned","hypothesis":null,"quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","reason":"purpose: The project explicitly promotes environmentally responsible and climate-resilient infrastructures, directly advancing energy sustainability as defined by SDG 7.\nscope: The activity concerns the sustainability of submarine cable infrastructures, which constitute a critical energy supply and conversion system.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly promotes environmentally responsible and climate-resilient infrastructures, directly advancing energy sustainability as defined by SDG 7.","status":"supported"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The activity concerns the sustainability of submarine cable infrastructures, which constitute a critical energy supply and conversion system.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"da36d038f30562d2896fd321f1adce33ace5003c1f059c53f7ee55fd792dfbf5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T08:48:02.298712+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-f9324d73650327eb2146e57b","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1442,"evidence_id":"s7","ownership":"current_project","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","quote_sha256":"2ad131b500711510e7971983f3cbb480ac824cb49b83731d8fe57ea4e24794c9","role":"activity","source_span_id":"482b29397aa137b279bd52904caf08ac0fa8ea20e72169f9c897f38a84cee666","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1268},"activityBinding":{"activity_ids":["act-f9324d73650327eb2146e57b"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-f9324d73650327eb2146e57b","conditions":null,"description":"The project will promote environmentally responsible and climate-resilient infrastructures by integrating sustainability considerations.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true}],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"7f98b463c9ccfc1adbb26d3a443fea6a58cbb1ae21bbed0012f2f5d4b6fe4b34","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"clean_energy_supply","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.1","name":"Develop quality, reliable, sustainable and resilient infrastructure, including regional and transborder infrastructure, to support economic development and human well-being, with a focus on affordable and equitable access for all","uri":"http://data.europa.eu/sdg/9.1","state":"supported","strength":"strong","assertionId":"mapping:359d10dd84a9e15910714295b82a3f323eeff033eb1f68f9799385d8f336f803","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.”","modality":"planned","hypothesis":null,"quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nNEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project explicitly aims to promote environmentally responsible and climate-resilient infrastructures, directly addressing the condition for developing sustainable infrastructure to support human well-being.\nscope: The activity targets submarine cable infrastructures, which are actual physical systems with identifiable users (operators, authorities) and service functions (digital/energy connectivity), satisfying the scope condition.","checks":[{"evidence_ids":["s7","s1","s2","s4","s5","s6","s8","s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to promote environmentally responsible and climate-resilient infrastructures, directly addressing the condition for developing sustainable infrastructure to support human well-being.","status":"supported"},{"evidence_ids":["s7","s1","s2","s4","s5","s6","s8","s10"],"id":"scope","missing_evidence":null,"reason":"The activity targets submarine cable infrastructures, which are actual physical systems with identifiable users (operators, authorities) and service functions (digital/energy connectivity), satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"359d10dd84a9e15910714295b82a3f323eeff033eb1f68f9799385d8f336f803","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"abb61670d0cc077d322353439fc7745e1c03cb81784bc8b83f5aaa3dee6c70b2","recordedAt":"2026-09-26T08:34:18.553414+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-f9324d73650327eb2146e57b","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1442,"evidence_id":"s7","ownership":"current_project","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","quote_sha256":"2ad131b500711510e7971983f3cbb480ac824cb49b83731d8fe57ea4e24794c9","role":"activity","source_span_id":"482b29397aa137b279bd52904caf08ac0fa8ea20e72169f9c897f38a84cee666","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1268},"activityBinding":{"activity_ids":["act-f9324d73650327eb2146e57b"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s4","s5","s6","s8","s10"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s4","s5","s6","s8","s10"]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-f9324d73650327eb2146e57b","conditions":null,"description":"The project will promote environmentally responsible and climate-resilient infrastructures by integrating sustainability considerations.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true}],"sheet_cache_key":"40346b690e00ac40dc2ef40d676cd70a9d3b1f9ff8f4494c04d2b13e4b0088d2","sheet_sha256":"8fe54133d9e67d6350ea2b82fc9a8c70134759aa354574cd984114a707b23fab","sheet_version":"mesh-activity-sheet-v2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:934e37c6bcee98d75d83ddeb46dec9cc0a65b30ce76136f2a99785c76427137d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project targets submarine cable infrastructure, not cities or human settlements. The intervention domain is undersea networks, failing the urban setting condition.\nscope: The project focuses on submarine cables, which are undersea infrastructure, not cities or settlements. The required urban setting is absent from the intervention scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project targets submarine cable infrastructure, not cities or human settlements. The intervention domain is undersea networks, failing the urban setting condition.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project focuses on submarine cables, which are undersea infrastructure, not cities or settlements. The required urban setting is absent from the intervention scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"934e37c6bcee98d75d83ddeb46dec9cc0a65b30ce76136f2a99785c76427137d","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-26T08:29:19.023800+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"40346b690e00ac40dc2ef40d676cd70a9d3b1f9ff8f4494c04d2b13e4b0088d2","sheet_sha256":"8fe54133d9e67d6350ea2b82fc9a8c70134759aa354574cd984114a707b23fab","sheet_version":"mesh-activity-sheet-v2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:5080ead5ce6ad5623deb0d37374a094fce26b5d8c0de97a6213f86faa1785051","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","reason":"purpose: The project aims to promote environmentally responsible infrastructures, but this does not equate to conserving or sustainably using oceans, seas, or marine resources as defined by SDG 14.\nscope: The project focuses on submarine cable infrastructure (digital/energy connectivity) rather than the conservation or sustainable use of marine ecosystems or resources.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to promote environmentally responsible infrastructures, but this does not equate to conserving or sustainably using oceans, seas, or marine resources as defined by SDG 14.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The project focuses on submarine cable infrastructure (digital/energy connectivity) rather than the conservation or sustainable use of marine ecosystems or resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"5080ead5ce6ad5623deb0d37374a094fce26b5d8c0de97a6213f86faa1785051","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-26T08:29:19.025740+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"40346b690e00ac40dc2ef40d676cd70a9d3b1f9ff8f4494c04d2b13e4b0088d2","sheet_sha256":"8fe54133d9e67d6350ea2b82fc9a8c70134759aa354574cd984114a707b23fab","sheet_version":"mesh-activity-sheet-v2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.8","name":"Broaden and strengthen the participation of developing countries in the institutions of global governance","uri":"http://data.europa.eu/sdg/16.8","state":"no_mapping","strength":"partial","assertionId":"mapping:39b0bb996b68dc01a45d86570ec13748214282da4d769433852aefe280d3b9e0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project focuses on European submarine cable infrastructure, not developing countries' participation in global governance institutions.\nscope: The project targets European Member States and operators, with no mention of developing countries or global governance institutions.","checks":[{"evidence_ids":["s1","s2","s3","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on European submarine cable infrastructure, not developing countries' participation in global governance institutions.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets European Member States and operators, with no mention of developing countries or global governance institutions.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"39b0bb996b68dc01a45d86570ec13748214282da4d769433852aefe280d3b9e0","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e7ee8d07a61238e459cb496e83b596d452620683f3a0adaa7738f7fbf0ccbd26","recordedAt":"2026-09-28T20:46:30.908508+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"874f11c90e850cfc31715e39ab2df8d9d793d69c888a48bde0cf731f6bc410aa","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:a228e9f4a4c8815916366316808542a4b70d29fc8bc10ae734af827c594512dd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project focuses on European submarine cable infrastructure resilience and security, not on building means of implementation for sustainable development outside its own research.\nscope: The project targets European Member States and does not identify specific beneficiaries or mechanisms to enable sustainable development activities in developing countries.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on European submarine cable infrastructure resilience and security, not on building means of implementation for sustainable development outside its own research.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets European Member States and does not identify specific beneficiaries or mechanisms to enable sustainable development activities in developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"a228e9f4a4c8815916366316808542a4b70d29fc8bc10ae734af827c594512dd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T12:46:14.388141+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"874f11c90e850cfc31715e39ab2df8d9d793d69c888a48bde0cf731f6bc410aa","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:df34623639717f01bde2238d487137fcece6277173afba51a688908537a9c82f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nNEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project explicitly aims to deliver a Strategic Research and Innovation Agenda to enhance resilience, security, and sustainability of submarine cables, mobilizing R&I priorities and governance mechanisms.\nscope: The project focuses exclusively on European Member States and EU coordination mechanisms, with no evidence of engaging developing countries or establishing a global partnership beyond Europe.","checks":[{"evidence_ids":["s3","s1","s2","s8"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to deliver a Strategic Research and Innovation Agenda to enhance resilience, security, and sustainability of submarine cables, mobilizing R&I priorities and governance mechanisms.","status":"supported"},{"evidence_ids":["s3","s4","s5","s6","s8","s9","s10","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project focuses exclusively on European Member States and EU coordination mechanisms, with no evidence of engaging developing countries or establishing a global partnership beyond Europe.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"df34623639717f01bde2238d487137fcece6277173afba51a688908537a9c82f","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-26T08:30:48.635856+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-2e35bede8c419722d7d7a345","act-ce477ad21b976e5f3fcf239f","act-89438badcdeef0f57a89451f","act-d4f9e433b33159b7efd1fadf","act-89c7c8496812adbb9cdbd08b","act-60985f1e8f293b31d46c249a","act-7cd54e75c8dc477ffa95566b","act-9e5bbd35678b61a955a1aad4"],"activity_refs":["a4","a5","a6","a7","a8","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2","s8"]},"scope":{"activity_evidence_ids":["s3","s4","s5","s6","s8","s9","s10"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a4"],"scope":["a4","a5","a6","a7","a8","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-2e35bede8c419722d7d7a345","conditions":null,"description":"The project will deliver a comprehensive Strategic Research and Innovation Agenda roadmap defining key R&I priorities, investment needs, and governance mechanisms.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true},{"activity_id":"act-ce477ad21b976e5f3fcf239f","conditions":null,"description":"The project will cover all relevant domains including construction, operation, maintenance, and repair to align with the EU Action Plan for Cable Security resilience cycle.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-89438badcdeef0f57a89451f","conditions":null,"description":"The project will map and assess critical hardware and software components and define R&I activities with investment scenarios.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-d4f9e433b33159b7efd1fadf","conditions":null,"description":"The project will develop resilience and preparedness frameworks.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-89c7c8496812adbb9cdbd08b","conditions":null,"description":"The project will provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-60985f1e8f293b31d46c249a","conditions":null,"description":"Through its roadmap, the project will strengthen cross-border collaboration between authorities, operators, and industry and improve governance coordination.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-7cd54e75c8dc477ffa95566b","conditions":null,"description":"The consortium partners combine methodological excellence, operational insight, and policy relevance with strong industry linkages.","evidence_ids":["s9"],"modality":"not_applicable","ownership":"not_project_work","ref":"a11","role":"background","support_eligible":false},{"activity_id":"act-9e5bbd35678b61a955a1aad4","conditions":null,"description":"The project is designed to be compact and agile, ensuring neutrality toward competing technologies while remaining embedded in industry networks.","evidence_ids":["s10"],"modality":"not_applicable","ownership":"not_project_work","ref":"a12","role":"background","support_eligible":false}],"sheet_cache_key":"40346b690e00ac40dc2ef40d676cd70a9d3b1f9ff8f4494c04d2b13e4b0088d2","sheet_sha256":"8fe54133d9e67d6350ea2b82fc9a8c70134759aa354574cd984114a707b23fab","sheet_version":"mesh-activity-sheet-v2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:ebaae22c861757343f43c9969202e3270af5ca02ba4fb536f082e13496dcebf8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nNEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project explicitly aims to strengthen cross-border collaboration and improve governance coordination among authorities, operators, and industry, satisfying the requirement for an evidenced cooperation mechanism.\nscope: The activity focuses on strengthening collaboration within the European Union (Member States, pan-European organisations). It does not identify cooperating communities or countries outside Europe, nor does it describe a relevant regional or international cooperation pathway involving North-South or South-South partners.","checks":[{"evidence_ids":["s8","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to strengthen cross-border collaboration and improve governance coordination among authorities, operators, and industry, satisfying the requirement for an evidenced cooperation mechanism.","status":"supported"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity focuses on strengthening collaboration within the European Union (Member States, pan-European organisations). It does not identify cooperating communities or countries outside Europe, nor does it describe a relevant regional or international cooperation pathway involving North-South or South-South partners.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"ebaae22c861757343f43c9969202e3270af5ca02ba4fb536f082e13496dcebf8","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T08:30:48.637633+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-60985f1e8f293b31d46c249a"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s9","s10"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-60985f1e8f293b31d46c249a","conditions":null,"description":"Through its roadmap, the project will strengthen cross-border collaboration between authorities, operators, and industry and improve governance coordination.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"40346b690e00ac40dc2ef40d676cd70a9d3b1f9ff8f4494c04d2b13e4b0088d2","sheet_sha256":"8fe54133d9e67d6350ea2b82fc9a8c70134759aa354574cd984114a707b23fab","sheet_version":"mesh-activity-sheet-v2","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.1","name":"By 2030, ensure universal access to affordable, reliable and modern energy services","uri":"http://data.europa.eu/sdg/7.1","state":"no_mapping","strength":"partial","assertionId":"mapping:c1a56b233e608cf1028a588d8766f554b09e03d9c8a72af675cf8260334597a5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project focuses on submarine cable infrastructure resilience and security, not on improving access to affordable, reliable, or modern energy services.\nscope: The project targets European Member States and the broader European region, satisfying the requirement for identifiable beneficiaries without country restrictions.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on submarine cable infrastructure resilience and security, not on improving access to affordable, reliable, or modern energy services.","status":"not_met"},{"evidence_ids":["s8","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets European Member States and the broader European region, satisfying the requirement for identifiable beneficiaries without country restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"c1a56b233e608cf1028a588d8766f554b09e03d9c8a72af675cf8260334597a5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"48ef87b9e070f5f509f1f3ee2cabddcafb4cddd63490ed121f5814de5a53e7ce","recordedAt":"2026-09-27T08:49:50.028034+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-60985f1e8f293b31d46c249a"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":[],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-60985f1e8f293b31d46c249a","conditions":null,"description":"Through its roadmap, the project will strengthen cross-border collaboration between authorities, operators, and industry and improve governance coordination.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"7f98b463c9ccfc1adbb26d3a443fea6a58cbb1ae21bbed0012f2f5d4b6fe4b34","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:3723a94165debe971f73aeeddf59deea06ddb260d1b6d5f7ee710486a421b287","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.\n\nThe consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.\n\nDesigned to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","reason":"purpose: The project focuses on submarine cable security and resilience, not clean energy research or technology access.\nscope: The project addresses energy infrastructure security, not investment facilitation or mobilization for clean energy.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on submarine cable security and resilience, not clean energy research or technology access.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project addresses energy infrastructure security, not investment facilitation or mobilization for clean energy.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1793,"kind":"text","quote":"The consortium partners combines methodological excellence, operational insight, and policy relevance with strong industry linkages.","start":1661,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1995,"kind":"text","quote":"Designed to be compact and agile, it ensures neutrality toward competing technologies while remaining deeply embedded in industry networks through operators, ministries, and pan-European organisations.","start":1794,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"3723a94165debe971f73aeeddf59deea06ddb260d1b6d5f7ee710486a421b287","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T08:49:50.030796+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"7f98b463c9ccfc1adbb26d3a443fea6a58cbb1ae21bbed0012f2f5d4b6fe4b34","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:a6490eb46c851838bcbb597e825a7ac915bfbf3e6fe79a9b7a798bc9fe1defa1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.\n\nThese cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.\n\nNEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.\n\nIt will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).\n\nNEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.\n\nIt will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.\n\nBy integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.\n\nThrough its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","reason":"purpose: The project delivers a Strategic Research and Innovation Agenda (roadmap) to define priorities and governance, not the infrastructure, technology, or production capacity itself. Research planning does not meet the stated uptake pathway condition.\nscope: The selected activity (a4) is the creation of a roadmap defining R&I priorities. This is research planning, not the identification of a specific infrastructure, industrial process, or usable technology that the project's own work addresses or develops.","checks":[{"evidence_ids":["s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project delivers a Strategic Research and Innovation Agenda (roadmap) to define priorities and governance, not the infrastructure, technology, or production capacity itself. Research planning does not meet the stated uptake pathway condition.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The selected activity (a4) is the creation of a roadmap defining R&I priorities. This is research planning, not the identification of a specific infrastructure, industrial process, or usable technology that the project's own work addresses or develops.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":242,"kind":"text","quote":"NEPTUNE – Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement – addresses the urgent need for a coordinated European research and innovation road map for submarine cable infrastructures.","start":0,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":490,"kind":"text","quote":"These cables form the backbone of Europe’s digital and energy connectivity, but face rising risks from technical failures, natural hazards, and intentional attacks, while governance and Research & Innovation remain fragmented across Member States.","start":243,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":732,"kind":"text","quote":"NEPTUNE will deliver comprehensive Strategic Research and Innovation Agenda - a Roadmap that defines key R&I priorities, investment needs, and governance mechanisms to enhance the resilience, security, and sustainability of submarine cables.","start":491,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":949,"kind":"text","quote":"It will cover all relevant domains, including construction, operation, maintenance, and repair, and align with the resilience cycle of the EU Action Plan for Cable Security (Prevent, Detect, Respond & Repair, Deter).","start":733,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1121,"kind":"text","quote":"NEPTUNE will map and assess critical hardware and software components, define R&I activities with investment scenarios, and develop resilience and preparedness frameworks.","start":950,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1267,"kind":"text","quote":"It will also provide policy recommendations, guidance for NIS2 and CER implementation, and a skills and training agenda to build future capacity.","start":1122,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1442,"kind":"text","quote":"By integrating sustainability considerations, the project will promote environmentally responsible and climate-resilient infrastructures in line with the European Green Deal.","start":1268,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"},{"end":1660,"kind":"text","quote":"Through its roadmap, NEPTUNE will strengthen cross-border collaboration between authorities, operators, and industry, improve governance coordination, and establish European leadership in submarine cable technologies.","start":1443,"text_hash":"2db2f88f4c7c339ea7eb5bb028a65d5977a26eb05fef38fcb0e974629ca35d02"}],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","originalAssertionId":"a6490eb46c851838bcbb597e825a7ac915bfbf3e6fe79a9b7a798bc9fe1defa1","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T12:46:14.389616+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"b94fc56b90df58654271714160872ed65d2dc4c5b6675d992f5d30e77f1a6a3a","sheet_sha256":"874f11c90e850cfc31715e39ab2df8d9d793d69c888a48bde0cf731f6bc410aa","sheet_version":"mesh-activity-sheet-v3","source_version":"ad6817ec2535d099bb2c9f4a06cbda1431505224cb1f558d98e958e049f4638d","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11.2","uri":"http://data.europa.eu/sdg/11.2","name":"By 2030, provide access to safe, affordable, accessible and sustainable transport systems for all, improving road safety, notably by expanding public transport, with special attention to the needs of those in vulnerable situations, women, children, persons with disabilities and older persons","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.c","uri":"http://data.europa.eu/sdg/14.c","name":"Enhance the conservation and sustainable use of oceans and their resources by implementing international law as reflected in the United Nations Convention on the Law of the Sea, which provides the legal framework for the conservation and sustainable use of oceans and their resources, as recalled in paragraph 158 of “The future we want”","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.a","uri":"http://data.europa.eu/sdg/9.a","name":"Facilitate sustainable and resilient infrastructure development in developing countries through enhanced financial, technological and technical support to African countries, least developed countries, landlocked developing countries and small island developing States","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"430bbdb3e524f91aa44427dae2c9ab34efe4c4e47e3841c45cd9387efdb8f4e5","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"NEPTUNE","title":"Next-generation European Protection and Technology for Undersea critical infrastructure Network Enhancement","status":"SIGNED","startDate":"2026-08-01","endDate":"2029-07-31","ecSignatureDate":"2026-04-23","totalCost":1999016.88,"ecMaxContribution":1999016.88,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-CSA","masterCall":"HORIZON-CL4-2025-03","subCall":"HORIZON-CL4-2025-03","grantDoi":"10.3030/101297265","keywords":["Critical Submarine Infrastructure","Data Economy","Network Enhancement","Roadmap","SRIA","Research & Innovation","European Green Deal","Sustainability","Digital and Energy Connectivity","Cable Security"],"contentUpdateDate":"2026-05-13 17:38:12","topics":[{"code":"HORIZON-CL4-2025-03-DATA-12","title":"Preparing the Advancement of the state of the art of submarine cable infrastructures (CSA)"}],"legalBasis":[{"code":"HORIZON.2.4","title":"Digital, Industry and Space","main":true},{"code":"HORIZON.2.4.2","title":"Key Digital Technologies","main":false}],"euroSciVoc":[{"code":"/23/47/307","path":"natural sciences/computer and information sciences/software","title":"software"},{"code":"/29/101/559","path":"social sciences/sociology/governance","title":"governance"},{"code":"/23/45/293/913","path":"natural sciences/earth and related environmental sciences/physical geography/natural disasters","title":"natural disasters"},{"code":"/29/91/521/1303","path":"social sciences/economics and business/economics/sustainable economy","title":"sustainable economy"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"LAUREA-AMMATTIKORKEAKOULU OY","shortName":"LAUREA UNIVERSITY OF APPLIED SCIENCES","role":"coordinator","country":"FI","city":"Vantaa","activityType":"HES","sme":false,"ecContribution":443312.5,"totalCost":443312.5,"geolocation":[60.2954142,25.0447671],"order":1},{"name":"TURUN AMMATTIKORKEAKOULU OY","shortName":"Turku UAS","role":"participant","country":"FI","city":"Turku","activityType":"HES","sme":false,"ecContribution":118148.13,"totalCost":118148.13,"geolocation":[60.45148,22.26869],"order":2},{"name":"MUNSTER TECHNOLOGICAL UNIVERSITY","shortName":null,"role":"participant","country":"IE","city":"Cork","activityType":"HES","sme":false,"ecContribution":75500.0,"totalCost":75500.0,"geolocation":[51.884206017,-8.53277806],"order":3},{"name":"CONSORZIO NAZIONALE INTERUNIVERSITARIO PER I TRASPORTI E LA LOGISTICA","shortName":"NITEL","role":"participant","country":"IT","city":"ROMA","activityType":"REC","sme":false,"ecContribution":131125.0,"totalCost":131125.0,"geolocation":[41.8397028,12.889942543819915],"order":4},{"name":"GEANT VERENIGING","shortName":"GEANT VERENIGING","role":"participant","country":"NL","city":"Amsterdam","activityType":"REC","sme":true,"ecContribution":126750.0,"totalCost":126750.0,"geolocation":[52.3673683,4.8890849],"order":5},{"name":"EUROPEAN MULTIDISCIPLINARY SEAFLOORAND WATER COLUMN OBSERVATORY - EUROPEAN RESEARCH INFRASTRUCTURE CONSORTIUM (EMSO ERIC)","shortName":"EMSO ERIC","role":"participant","country":"IT","city":"Roma","activityType":"REC","sme":false,"ecContribution":257375.0,"totalCost":257375.0,"geolocation":[41.827398917,12.515216606],"order":6},{"name":"RINA CONSULTING SPA","shortName":"RINA-C","role":"participant","country":"IT","city":"GENOVA","activityType":"PRC","sme":false,"ecContribution":179031.25,"totalCost":179031.25,"geolocation":[41.90085,12.49035],"order":7},{"name":"NATIONAL INFRASTRUCTURES FOR RESEARCH AND TECHNOLOGY","shortName":"GRNET S.A.","role":"participant","country":"EL","city":"ATHINA","activityType":"OTH","sme":false,"ecContribution":129750.0,"totalCost":129750.0,"geolocation":[37.987437764,23.762068368],"order":8},{"name":"CANARIAS SUBMARINE LINK SL","shortName":"CANALINK","role":"participant","country":"ES","city":"Granadilla De Abona","activityType":"PRC","sme":true,"ecContribution":109437.5,"totalCost":109437.5,"geolocation":[28.0838332,-16.50310279520569],"order":9},{"name":"SISAMINISTERIO (SM)","shortName":"MINISTRY OF THE INTERIOR","role":"participant","country":"FI","city":"Helsinki","activityType":"PUB","sme":false,"ecContribution":81500.0,"totalCost":81500.0,"geolocation":[60.170724965,24.955342172],"order":10},{"name":"KAITSEMINISTEERIUM","shortName":"MINISTRY OF DEFENCE","role":"participant","country":"EE","city":"Tallinn","activityType":"PUB","sme":false,"ecContribution":52750.0,"totalCost":52750.0,"geolocation":[59.43269385,24.750577177586376],"order":11},{"name":"MINISTERO DELLE IMPRESE E DEL MADE IN ITALY","shortName":"MINISTRY OF ENTERPRISES AND MADE IN ITALY","role":"participant","country":"IT","city":"Roma","activityType":"PUB","sme":false,"ecContribution":50337.5,"totalCost":50337.5,"geolocation":[41.83091995,12.466067004255352],"order":12},{"name":"YPOURGEIO PSIFIAKIS DIAKYVERNISIS","shortName":"MINISTRY OF DIGITAL GOVERNANCE","role":"participant","country":"EL","city":"Athens","activityType":"PUB","sme":false,"ecContribution":64125.0,"totalCost":64125.0,"geolocation":[37.9226935,23.750136050000002],"order":13},{"name":"DANISH CABLE PROTECTION COMMITTEE","shortName":null,"role":"participant","country":"DK","city":"Odense S","activityType":"OTH","sme":true,"ecContribution":179875.0,"totalCost":179875.0,"geolocation":[55.362008,10.401641],"order":14}],"topicDetails":[{"identifier":"HORIZON-CL4-2025-03-DATA-12","title":"Preparing the Advancement of the state of the art of submarine cable infrastructures (CSA)","callIdentifier":"HORIZON-CL4-2025-03","callTitle":"DIGITAL - CNECT","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Global Challenges and European Industrial Competitiveness","Digital, Industry and Space","Key Digital Technologies"],"typeOfAction":"HORIZON-CSA HORIZON Coordination and Support Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2025-06-10","deadlineDates":["2025-10-02"],"budget":{"budgetByYear":{"2025":"2100000"},"expectedGrants":1,"minContribution":1900000,"maxContribution":2100000,"deadlineModel":"single-stage"},"keywords":["Communication engineering and systems telecommunications","Communication technology, high-frequency technology","Network technologies / Internetworking"],"description":"Expected Outcome:\nDefining specific R&I roadmap at EU level to enhance the cooperation between the EU authorities and other stakeholders and establish leadership in all relevant submarine cable technology domains (EU research roadmap on submarine cables infrastructures, i.e. including any infrastructure related to its construction, operation, maintenance and repair). This CSA should be prepared, managed and coordinated by the key stakeholders in this field, including industry, research and academic stakeholders.\nΤhe project should take into consideration the overarching challenges of:\n• Reinforcing European leadership and cooperation in submarine cable connectivity, with European capabilities and best practices shaping future connectivity standards, promoting their secondary use (e.g. for a pre-warning system of natural hazard) as well as synergies and collaboration with CEF-Digital backbone projects;\n• A digital and green transition towards low carbon footprint of connectivity platforms through principles of the circular economy, including reduction of pollution, regenerating natural systems etc. while targeting long-term sustainability, resilience and security of submarine cable networks;\n• Ensuring resilience for the most demanding cases requiring a very high grade of quality of service (QoS) and performances, and\n• Risk evaluation, preparedness and prevention against any future natural or man-made damage or deliberate sabotage.\nAgainst this background, the objectives of the target support actions are outlined below:\n• Analysis and definition of the expected critical hardware and software components of future submarine cable infrastructure systems, and indication on where Europe should seize opportunities and strengthen its capabilities, taking into account the characteristics and architectures, including components, security, and operations of future submarine connectivity infrastructures;\n• Definition of the main required R&I work and assessment of associated research investment needs related to the identified domains;\n• Definition of an appropriate industry roadmap (SRIA), in close partnership with relevant EU actors both from industry and academia, indicating research & innovation actions to be undertaken in priority, their scope, and a timetable showing the main milestones and targets. The project could envisage organising thematic workshops to consult all interested communities. The results of this action will feed into the work of relevant groups working on submarine cable infrastructures, such as the European Submarine Cable Expert Group, the NIS 2 Coordination Group or the CER Group.\nScope:\n• Enabling technologies applicable to submarine connectivity infrastructures and systems, including its secondary use for pre-warning systems against natural hazards, are increasingly important to ensure Europe’s strategic autonomy as well as economic security. Achieving such goals requires that Europe remains at the technological edge not only with regards to the cable technology itself but also all the other critical elements composing the submarine cable infrastructure such as repeaters, landings stations, operational control centres, underwater acoustic sensor networks (UASN) or cable communications cybersecurity.\n• While some of the necessary research is indirectly conducted through mainstream research activities in generic technologies (e.g., optical communications or network management software), more specific research is needed to address the particular needs and advancement of submarine cable infrastructures and systems. However, the specific research needs still need to be identified, which supports the need to develop a specific roadmap and SRIA for research and innovation in submarine cable technologies. Such research efforts may address some of the following (non-exhaustive) domains: Multi-core fibre (MCF) technology, Digital Signal Processing, repeater systems, intelligent sensing, advanced Digital Acoustic Sensing (DAS), strain and temperature sensing, oceanographic sensors for continuous, real-time trans-oceanic measurements (monitor water body), logical layer and cable network management systems, underwater robotics to improve the construction, maintenance and repair of submarine cable infrastructures, and other innovations, such as wireless sensor networks (WSN) to monitor permanently submarine cable infrastructure and to detect possible threats.\nProjects are expected to develop synergies and ensure complementarities with projects under CEF Digital, the Digital Europe Programme (DEP) and the Smart Networks and Services (SNS) Joint Undertaking.\nIn this topic the integration of the gender dimension (sex and gender analysis) in research and innovation content is not a mandatory requirement.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL4-2025-03-DATA-12"}]}}
{"id":"101177746","acronym":"SCIMIN-CRM","name":"[SCIMIN-CRM] Sustainable & CIrcular Production of MINeral Critical Raw Materials","offer":"Europe must reduce its dependence on raw materials (RM). Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns. SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential. This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina. A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g. copper, aggregates). SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%. It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies. By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act. The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration. Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness. The consortium involves 21 participants from 10 countries spanning the MWF value chain.","objective":"Europe must reduce its dependence on raw materials (RM). Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns. SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential. This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina. A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g. copper, aggregates). SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%. It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies. By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act. The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration. Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness. The consortium involves 21 participants from 10 countries spanning the MWF value chain.","sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalSourceVersion":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","textHash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa","sourceUrl":"https://cordis.europa.eu/project/id/101177746","country":"ES","participantCountries":["AT","BA","CY","ES","FI","FR","NL","RS","SE"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-25 11:36:51","locations":[],"goal":9,"goalIds":[9,12,17],"rels":[{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"supported","strength":"strong","assertionId":"mapping:82e5753c76404a31b097f73187cdc884a9825a66671f03c1e9dff49fb76606f7","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.”","modality":"planned","hypothesis":null,"quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nEurope must reduce its dependence on raw materials (RM).\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","reason":"purpose: The project explicitly changes how a waste stream (discarded materials) is produced and reused by transforming it into valuable resources, increasing valorisation from 0% to 5%.\nscope: The affected resource flow (discarded materials/MWFs) is identifiable, and the activities span multiple countries (Spain, Sweden, Austria, Bosnia and Herzegovina), satisfying the geographic requirement.","checks":[{"evidence_ids":["s7","s1","s3","s4","s5","s6","s8","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly changes how a waste stream (discarded materials) is produced and reused by transforming it into valuable resources, increasing valorisation from 0% to 5%.","status":"supported"},{"evidence_ids":["s7","s4"],"id":"scope","missing_evidence":null,"reason":"The affected resource flow (discarded materials/MWFs) is identifiable, and the activities span multiple countries (Spain, Sweden, Austria, Bosnia and Herzegovina), satisfying the geographic requirement.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"82e5753c76404a31b097f73187cdc884a9825a66671f03c1e9dff49fb76606f7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T13:37:20.101146+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","activity_ref":"a7","claim_unit_candidates":["a7"],"end":874,"evidence_id":"s7","ownership":"current_project","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","quote_sha256":"90b323d39f206a9eb3f88ff475eab5509d00053eed39544104284ccbe7fe5349","role":"output","source_span_id":"d0540d137203e7b273b4cf3f2176b0d9417ef0e71481cec0d673f5dae0f46330","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":723},"activityBinding":{"activity_ids":["act-ef9c1ffaff6a2b205c65f13c"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s3","s4","s5","s6","s8","s10","s11"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"c085aa30c4f0a7e6ceb87678d39a99388d64f36af2cd9d07a2cdccd69aaebe5c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"supported","strength":"strong","assertionId":"mapping:b92781d82fe7a9045d0284e6207d41d8396dc160d4cb6af1645409b5ed991c9c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.”","modality":"planned","hypothesis":null,"quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nEurope must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","reason":"purpose: The project explicitly aims to transform discarded materials (waste) into valuable resources, directly addressing environmentally sound waste management by increasing valorisation rates.\nscope: The intervention targets Municipal Waste Fractions (MWFs), a defined waste stream, with a stated mechanism of transforming them into resources to minimize adverse environmental impacts.","checks":[{"evidence_ids":["s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to transform discarded materials (waste) into valuable resources, directly addressing environmentally sound waste management by increasing valorisation rates.","status":"supported"},{"evidence_ids":["s7","s2"],"id":"scope","missing_evidence":null,"reason":"The intervention targets Municipal Waste Fractions (MWFs), a defined waste stream, with a stated mechanism of transforming them into resources to minimize adverse environmental impacts.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"b92781d82fe7a9045d0284e6207d41d8396dc160d4cb6af1645409b5ed991c9c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T13:37:20.103225+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","activity_ref":"a7","claim_unit_candidates":["a7"],"end":874,"evidence_id":"s7","ownership":"current_project","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","quote_sha256":"90b323d39f206a9eb3f88ff475eab5509d00053eed39544104284ccbe7fe5349","role":"output","source_span_id":"d0540d137203e7b273b4cf3f2176b0d9417ef0e71481cec0d673f5dae0f46330","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":723},"activityBinding":{"activity_ids":["act-ef9c1ffaff6a2b205c65f13c"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"c085aa30c4f0a7e6ceb87678d39a99388d64f36af2cd9d07a2cdccd69aaebe5c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"waste_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"supported","strength":"strong","assertionId":"mapping:79b5005f98fc3de24f3d0b54543ff402f48d3b4a058b112d7e5e78dfe367a585","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.”","modality":"planned","hypothesis":null,"quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","reason":"purpose: The project explicitly plans to transform discarded materials into valuable resources, enabling reuse and preventing waste generation by increasing valorisation rates.\nscope: The contribution targets discarded materials (MWFs) as the specific waste stream, with no geographic restrictions applied to the activity.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to transform discarded materials into valuable resources, enabling reuse and preventing waste generation by increasing valorisation rates.","status":"supported"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The contribution targets discarded materials (MWFs) as the specific waste stream, with no geographic restrictions applied to the activity.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"79b5005f98fc3de24f3d0b54543ff402f48d3b4a058b112d7e5e78dfe367a585","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b6698c9f43e7c840d0261f3200998f123e96fb201f8d97dc17d14f12b58c2281","recordedAt":"2026-09-29T13:37:20.104290+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","activity_ref":"a7","claim_unit_candidates":["a7"],"end":874,"evidence_id":"s7","ownership":"current_project","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","quote_sha256":"90b323d39f206a9eb3f88ff475eab5509d00053eed39544104284ccbe7fe5349","role":"output","source_span_id":"d0540d137203e7b273b4cf3f2176b0d9417ef0e71481cec0d673f5dae0f46330","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":723},"activityBinding":{"activity_ids":["act-ef9c1ffaff6a2b205c65f13c"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"c085aa30c4f0a7e6ceb87678d39a99388d64f36af2cd9d07a2cdccd69aaebe5c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"supported","strength":"strong","assertionId":"mapping:8303217be7cbac78b35afe24373ba660e599f7636bbc7a742240a572e84e86af","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.”","modality":"planned","hypothesis":null,"quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nEurope must reduce its dependence on raw materials (RM).\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","reason":"purpose: Project explicitly builds capacity-building programs for sustainable development, satisfying the development activity condition.\nscope: Capacity building targets sustainable development (RM access) in Europe, identifying the mechanism and beneficiaries.","checks":[{"evidence_ids":["s10"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly builds capacity-building programs for sustainable development, satisfying the development activity condition.","status":"supported"},{"evidence_ids":["s10","s1","s3"],"id":"scope","missing_evidence":null,"reason":"Capacity building targets sustainable development (RM access) in Europe, identifying the mechanism and beneficiaries.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"8303217be7cbac78b35afe24373ba660e599f7636bbc7a742240a572e84e86af","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T11:24:07.953798+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-a987f5d1d0b845f29f1e2998","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1279,"evidence_id":"s10","ownership":"current_project","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","quote_sha256":"1a8dd75153a8b0d4f9d502c4d4da5edbdb496d5452bad67d7b9ba00c83ba71c6","role":"dissemination","source_span_id":"d5c035e4ed08a7b2b36d959fc2d91331b47777b696186e0b945b2a1e8219c214","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1117},"activityBinding":{"activity_ids":["act-a987f5d1d0b845f29f1e2998"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s3"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-a987f5d1d0b845f29f1e2998","conditions":null,"description":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"6a445fe149309091f86669605cbce2e58f5984c3cf8a66681333305db65ae21c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"institutional_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"supported","strength":"strong","assertionId":"mapping:f58e0cd2647d759c15093810ee621ac212eedfee5dd159b617bb064e819011ca","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.”","modality":"planned","hypothesis":null,"quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nEurope must reduce its dependence on raw materials (RM).\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nBy 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","reason":"purpose: The project explicitly aims to foster industry collaboration and promote market adoption of sustainable solutions, which constitutes a stated deliverable for multi-stakeholder partnership building beyond its own research.\nscope: The project fosters industry collaboration across multiple countries including Spain, Sweden, Austria, and Bosnia and Herzegovina, satisfying the requirement for an actual partnership mechanism with a sustainable-development purpose.","checks":[{"evidence_ids":["s10","s1","s3","s4","s5","s6","s7","s8","s9","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to foster industry collaboration and promote market adoption of sustainable solutions, which constitutes a stated deliverable for multi-stakeholder partnership building beyond its own research.","status":"supported"},{"evidence_ids":["s10","s4"],"id":"scope","missing_evidence":null,"reason":"The project fosters industry collaboration across multiple countries including Spain, Sweden, Austria, and Bosnia and Herzegovina, satisfying the requirement for an actual partnership mechanism with a sustainable-development purpose.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1116,"kind":"text","quote":"By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.","start":1007,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"f58e0cd2647d759c15093810ee621ac212eedfee5dd159b617bb064e819011ca","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d1927112c1b735f8ae34dcd014149fca91b662463f23dfe10da8135b06b7dc81","recordedAt":"2026-09-28T11:24:07.955137+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-a987f5d1d0b845f29f1e2998","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1279,"evidence_id":"s10","ownership":"current_project","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","quote_sha256":"1a8dd75153a8b0d4f9d502c4d4da5edbdb496d5452bad67d7b9ba00c83ba71c6","role":"dissemination","source_span_id":"d5c035e4ed08a7b2b36d959fc2d91331b47777b696186e0b945b2a1e8219c214","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1117},"activityBinding":{"activity_ids":["act-a987f5d1d0b845f29f1e2998"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s3","s4","s5","s6","s7","s8","s9","s11"]},"scope":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-a987f5d1d0b845f29f1e2998","conditions":null,"description":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"6a445fe149309091f86669605cbce2e58f5984c3cf8a66681333305db65ae21c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:8d628358d07cc72b4be172a79f8288d4eee84d47a3a727b16129b33de8f0ac0e","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.”","modality":"planned","hypothesis":null,"quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","reason":"purpose: Project develops a fast-path process and mobile crushing technologies (s4, s8), bringing specific industrial processing technologies into use for RM valorisation, satisfying the infrastructure/industrial development condition.\nscope: Project addresses MWFs (s2) by developing mobile crushing technologies and processing methodologies (s8) for specific MWF types, identifying the industrial process and technology as the scope.","checks":[{"evidence_ids":["s4","s8"],"id":"purpose","missing_evidence":null,"reason":"Project develops a fast-path process and mobile crushing technologies (s4, s8), bringing specific industrial processing technologies into use for RM valorisation, satisfying the infrastructure/industrial development condition.","status":"supported"},{"evidence_ids":["s4","s8","s2"],"id":"scope","missing_evidence":null,"reason":"Project addresses MWFs (s2) by developing mobile crushing technologies and processing methodologies (s8) for specific MWF types, identifying the industrial process and technology as the scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"8d628358d07cc72b4be172a79f8288d4eee84d47a3a727b16129b33de8f0ac0e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T11:24:07.956667+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-5670f11c4f50074a278e9e6a","activity_ref":"a4","claim_unit_candidates":["a4"],"end":533,"evidence_id":"s4","ownership":"current_project","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","quote_sha256":"aba931ad8c32b3175f1ae51938d5318efafa2545572e7bbeafd870e1a4fe2fe7","role":"activity","source_span_id":"90e994cb8fc0b2a32471866682e68db3e95b2b0f5feb76164fa0435555bd150c","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":283},"activityBinding":{"activity_ids":["act-5670f11c4f50074a278e9e6a","act-29b8b6e8610bb01f9dbddfed"],"activity_refs":["a4","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s8"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4","s8"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a4","a8"],"scope":["a4","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a8"],"pathway":"a4 -> a8","selected_units":[{"activity_id":"act-5670f11c4f50074a278e9e6a","conditions":null,"description":"The project develops a streamlined fast-path process and a collaborative digital platform for smart assessment alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-29b8b6e8610bb01f9dbddfed","conditions":null,"description":"The project will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"6a445fe149309091f86669605cbce2e58f5984c3cf8a66681333305db65ae21c","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_development","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:f8a893acc4a632965c6e8b1fd779db1a171c0903e774e16aa75a3eedc07a4289","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.”","modality":"planned","hypothesis":null,"quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nEurope must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nBy 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.\n\nThe consortium involves 21 participants from 10 countries spanning the MWF value chain.","reason":"purpose: The project develops a process change (fast-path) and technologies for RM valorisation to improve resource efficiency and sustainability, meeting the industrial process change route.\nscope: The project targets industrial activities (MWF processing) and states a mechanism (increasing valorisation from 0% to 5%) to improve resource efficiency, satisfying the industrial process change scope.","checks":[{"evidence_ids":["s4","s7","s8","s1","s2","s3","s5","s6","s9","s10","s11","s12"],"id":"purpose","missing_evidence":null,"reason":"The project develops a process change (fast-path) and technologies for RM valorisation to improve resource efficiency and sustainability, meeting the industrial process change route.","status":"supported"},{"evidence_ids":["s4","s7","s8","s1","s2","s3","s5","s6","s9","s10","s11","s12"],"id":"scope","missing_evidence":null,"reason":"The project targets industrial activities (MWF processing) and states a mechanism (increasing valorisation from 0% to 5%) to improve resource efficiency, satisfying the industrial process change scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1116,"kind":"text","quote":"By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.","start":1007,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1572,"kind":"text","quote":"The consortium involves 21 participants from 10 countries spanning the MWF value chain.","start":1485,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"f8a893acc4a632965c6e8b1fd779db1a171c0903e774e16aa75a3eedc07a4289","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-27T00:32:13.085067+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-5670f11c4f50074a278e9e6a","activity_ref":"a4","claim_unit_candidates":["a4"],"end":533,"evidence_id":"s4","ownership":"current_project","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","quote_sha256":"aba931ad8c32b3175f1ae51938d5318efafa2545572e7bbeafd870e1a4fe2fe7","role":"activity","source_span_id":"90e994cb8fc0b2a32471866682e68db3e95b2b0f5feb76164fa0435555bd150c","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":283},"activityBinding":{"activity_ids":["act-5670f11c4f50074a278e9e6a","act-ef9c1ffaff6a2b205c65f13c","act-29b8b6e8610bb01f9dbddfed"],"activity_refs":["a4","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s7","s8"],"context_evidence_ids":["s1","s2","s3","s5","s6","s9","s10","s11","s12"]},"scope":{"activity_evidence_ids":["s4","s7","s8"],"context_evidence_ids":["s1","s2","s3","s5","s6","s9","s10","s11","s12"]}},"check_units":{"purpose":["a4","a7","a8"],"scope":["a4","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a7","a8"],"pathway":"a4 -> a7 -> a8","selected_units":[{"activity_id":"act-5670f11c4f50074a278e9e6a","conditions":null,"description":"The project develops a streamlined fast-path process and a collaborative digital platform for smart assessment alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-29b8b6e8610bb01f9dbddfed","conditions":null,"description":"The project will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:b0b419b3a97e2ff8f821a3881bca7ad692b39275c23a7995bc18fe2050536394","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Europe must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nBy 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.\n\nThe consortium involves 21 participants from 10 countries spanning the MWF value chain.","reason":"purpose: The project targets raw material access and valorisation of industrial waste, not urban environmental impacts like air pollution or municipal waste.\nscope: The project focuses on the European mineral value chain, lacking any evidence of an urban system or city-level environmental burden.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"],"id":"purpose","missing_evidence":null,"reason":"The project targets raw material access and valorisation of industrial waste, not urban environmental impacts like air pollution or municipal waste.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"],"id":"scope","missing_evidence":null,"reason":"The project focuses on the European mineral value chain, lacking any evidence of an urban system or city-level environmental burden.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1116,"kind":"text","quote":"By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.","start":1007,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1572,"kind":"text","quote":"The consortium involves 21 participants from 10 countries spanning the MWF value chain.","start":1485,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"b0b419b3a97e2ff8f821a3881bca7ad692b39275c23a7995bc18fe2050536394","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T17:36:32.407247+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"11.7","name":"By 2030, provide universal access to safe, inclusive and accessible, green and public spaces, in particular for women and children, older persons and persons with disabilities","uri":"http://data.europa.eu/sdg/11.7","state":"no_mapping","strength":"partial","assertionId":"mapping:3add3cf3ac5796fbc536d0f643dec154ba3e2f756f4e1386e8d1bc087010559e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nEurope must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nBy 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","reason":"purpose: The project aims to enhance access to raw materials (RMs), not public spaces. The definition requires access to safe, inclusive, accessible, green, and public spaces, which is unrelated to the project's stated goal of securing mineral supply chains.\nscope: The activity concerns Mineral Critical Raw Materials (RMs) and Mobile Waste Facilities (MWFs), not public spaces. The definition requires spaces available for public use, which this industrial/material recovery project does not address.","checks":[{"evidence_ids":["s3","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project aims to enhance access to raw materials (RMs), not public spaces. The definition requires access to safe, inclusive, accessible, green, and public spaces, which is unrelated to the project's stated goal of securing mineral supply chains.","status":"not_met"},{"evidence_ids":["s3","s1","s2","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The activity concerns Mineral Critical Raw Materials (RMs) and Mobile Waste Facilities (MWFs), not public spaces. The definition requires spaces available for public use, which this industrial/material recovery project does not address.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1116,"kind":"text","quote":"By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.","start":1007,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"3add3cf3ac5796fbc536d0f643dec154ba3e2f756f4e1386e8d1bc087010559e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"5bff5a8861b48503a9c2e9c55a15d003d9f966dda34f019e2471a5ab7d15d2b1","recordedAt":"2026-09-28T17:36:32.435339+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4244d6fc655eeff9a4e685af"],"activity_refs":["a3"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":["a3"],"scope":["a3"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-4244d6fc655eeff9a4e685af","conditions":null,"description":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12.1","name":"Implement the 10‑Year Framework of Programmes on Sustainable Consumption and Production Patterns, all countries taking action, with developed countries taking the lead, taking into account the development and capabilities of developing countries","uri":"http://data.europa.eu/sdg/12.1","state":"no_mapping","strength":"partial","assertionId":"mapping:842690cdff55c1f472420828a6a3e0a936aebbc044a74602c838c455d761f0e5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nEurope must reduce its dependence on raw materials (RM).\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.\n\nThe consortium involves 21 participants from 10 countries spanning the MWF value chain.","reason":"purpose: Project purpose explicitly aims to enhance access to primary and secondary RMs by leveraging MWFs, implementing a concrete pathway for sustainable resource management.\nscope: Project activities are limited to Spain, Sweden, Austria, and Bosnia and Herzegovina. It lacks participation from developing countries, failing the scope condition requiring all countries to take action.","checks":[{"evidence_ids":["s3","s1"],"id":"purpose","missing_evidence":null,"reason":"Project purpose explicitly aims to enhance access to primary and secondary RMs by leveraging MWFs, implementing a concrete pathway for sustainable resource management.","status":"supported"},{"evidence_ids":["s3","s4","s5","s6","s7","s8","s10","s11","s1","s2","s12"],"id":"scope","missing_evidence":null,"reason":"Project activities are limited to Spain, Sweden, Austria, and Bosnia and Herzegovina. It lacks participation from developing countries, failing the scope condition requiring all countries to take action.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1572,"kind":"text","quote":"The consortium involves 21 participants from 10 countries spanning the MWF value chain.","start":1485,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"842690cdff55c1f472420828a6a3e0a936aebbc044a74602c838c455d761f0e5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"af0def2e2e371e194615f30c963b474040a99a424702c7d036469045922fc7d0","recordedAt":"2026-09-27T00:20:36.455096+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-4244d6fc655eeff9a4e685af","act-5670f11c4f50074a278e9e6a","act-6648d03b6d17d4368a9a978f","act-f1a267dea5f126a36d37bdcf","act-ef9c1ffaff6a2b205c65f13c","act-29b8b6e8610bb01f9dbddfed","act-a987f5d1d0b845f29f1e2998","act-33e3dca7222fef78e173950a"],"activity_refs":["a3","a4","a5","a6","a7","a8","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s3","s4","s5","s6","s7","s8","s10","s11"],"context_evidence_ids":["s1","s2","s12"]}},"check_units":{"purpose":["a3"],"scope":["a3","a4","a5","a6","a7","a8","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-4244d6fc655eeff9a4e685af","conditions":null,"description":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-5670f11c4f50074a278e9e6a","conditions":null,"description":"The project develops a streamlined fast-path process and a collaborative digital platform for smart assessment alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-6648d03b6d17d4368a9a978f","conditions":null,"description":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-f1a267dea5f126a36d37bdcf","conditions":null,"description":"The roadmap prioritizes extraction of copper and aggregates.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-29b8b6e8610bb01f9dbddfed","conditions":null,"description":"The project will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-a987f5d1d0b845f29f1e2998","conditions":null,"description":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true},{"activity_id":"act-33e3dca7222fef78e173950a","conditions":null,"description":"SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"no_mapping","strength":"partial","assertionId":"mapping:a1e1c46a88017f9477c683fb60e14378bb51913f238c62ca90f604c1c540a16f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Europe must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","reason":"purpose: Project focuses on resource efficiency and supply security, not climate mitigation or adaptation.\nscope: Climate change is not a substantive object; activities address raw material access and valorisation.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on resource efficiency and supply security, not climate mitigation or adaptation.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"],"id":"scope","missing_evidence":null,"reason":"Climate change is not a substantive object; activities address raw material access and valorisation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"a1e1c46a88017f9477c683fb60e14378bb51913f238c62ca90f604c1c540a16f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T00:20:36.459640+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:57b2072846f5d8b65586ab236194b47f34277ed7e9e4025b3430cd98b5b5adc0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.\n\nEurope must reduce its dependence on raw materials (RM).\n\nOver 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","reason":"purpose: The project explicitly aims to enhance access to CRMs by valorizing waste (MWFs), which prevents the need for virgin extraction from terrestrial ecosystems, thus contributing to halting land degradation and biodiversity loss.\nscope: The project focuses on extracting Critical Raw Materials (CRMs) like REEs, copper, and aggregates from Mobile Waste Facilities (MWFs). These materials are not terrestrial ecosystems, forests, or land themselves; the subject is the material, not the ecosystem.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8","s11","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to enhance access to CRMs by valorizing waste (MWFs), which prevents the need for virgin extraction from terrestrial ecosystems, thus contributing to halting land degradation and biodiversity loss.","status":"supported"},{"evidence_ids":["s5","s6","s2","s3","s4","s7","s8","s11"],"id":"scope","missing_evidence":null,"reason":"The project focuses on extracting Critical Raw Materials (CRMs) like REEs, copper, and aggregates from Mobile Waste Facilities (MWFs). These materials are not terrestrial ecosystems, forests, or land themselves; the subject is the material, not the ecosystem.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":169,"kind":"text","quote":"Over 100,000 MWFs hold vast potential for critical and non-critical RM, while addressing environmental concerns.","start":57,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"57b2072846f5d8b65586ab236194b47f34277ed7e9e4025b3430cd98b5b5adc0","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T00:28:19.536735+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-4244d6fc655eeff9a4e685af","act-5670f11c4f50074a278e9e6a","act-6648d03b6d17d4368a9a978f","act-f1a267dea5f126a36d37bdcf","act-ef9c1ffaff6a2b205c65f13c","act-29b8b6e8610bb01f9dbddfed","act-33e3dca7222fef78e173950a"],"activity_refs":["a3","a4","a5","a6","a7","a8","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4","s5","s6","s7","s8","s11"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s2","s3","s4","s7","s8","s11"]}},"check_units":{"purpose":["a3","a4","a5","a6","a7","a8","a11"],"scope":["a5","a6"]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10","a11"],"pathway":"The project leverages Mobile Waste Facilities (MWFs) to extract Critical Raw Materials (CRMs) from waste, thereby preventing the extraction of virgin materials from terrestrial ecosystems and reducing land degradation associated with primary mining.","selected_units":[{"activity_id":"act-4244d6fc655eeff9a4e685af","conditions":null,"description":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-5670f11c4f50074a278e9e6a","conditions":null,"description":"The project develops a streamlined fast-path process and a collaborative digital platform for smart assessment alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-6648d03b6d17d4368a9a978f","conditions":null,"description":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-f1a267dea5f126a36d37bdcf","conditions":null,"description":"The roadmap prioritizes extraction of copper and aggregates.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-ef9c1ffaff6a2b205c65f13c","conditions":null,"description":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by 83%.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-29b8b6e8610bb01f9dbddfed","conditions":null,"description":"The project will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-33e3dca7222fef78e173950a","conditions":null,"description":"SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.b","name":"Mobilize significant resources from all sources and at all levels to finance sustainable forest management and provide adequate incentives to developing countries to advance such management, including for conservation and reforestation","uri":"http://data.europa.eu/sdg/15.b","state":"no_mapping","strength":"partial","assertionId":"mapping:f9c192ab0a846ee1eb5bdcd35f8de0509e12b46618d50d92e30fd872e8f151c7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Europe must reduce its dependence on raw materials (RM).\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.\n\nBy 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.\n\nThe project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","reason":"purpose: The project mobilizes resources for mineral raw materials, not sustainable forest management. The activity targets MWFs and industrial minerals, which are unrelated to the required forest finance or incentives for developing countries.\nscope: The project concerns mineral critical raw materials (MWFs, REEs, copper), not sustainable forest management, conservation, or reforestation. The scope does not match the definition of SDG 15.b.","checks":[{"evidence_ids":["s1","s3"],"id":"purpose","missing_evidence":null,"reason":"The project mobilizes resources for mineral raw materials, not sustainable forest management. The activity targets MWFs and industrial minerals, which are unrelated to the required forest finance or incentives for developing countries.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project concerns mineral critical raw materials (MWFs, REEs, copper), not sustainable forest management, conservation, or reforestation. The scope does not match the definition of SDG 15.b.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1116,"kind":"text","quote":"By 2030, the new process aims to become the standard for sustainable MWF assessment aligned with the CRM Act.","start":1007,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"f9c192ab0a846ee1eb5bdcd35f8de0509e12b46618d50d92e30fd872e8f151c7","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59ccba3bd1b275d91ad70584a8a8209111412523b8431c89586a498b94186e86","recordedAt":"2026-09-27T00:28:19.538798+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:b08fad8cc9c3517aa12bc992ab98d670d6f542d05b87df656a72812bba53f5c6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","reason":"purpose: The project focuses on raw materials (RMs) and metal waste, not water, sanitation, or water-related ecosystems.\nscope: The project targets mineral extraction and valorisation, with no stated intervention on water systems or resources.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on raw materials (RMs) and metal waste, not water, sanitation, or water-related ecosystems.","status":"not_met"},{"evidence_ids":["s3"],"id":"scope","missing_evidence":null,"reason":"The project targets mineral extraction and valorisation, with no stated intervention on water systems or resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"b08fad8cc9c3517aa12bc992ab98d670d6f542d05b87df656a72812bba53f5c6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T00:30:06.470780+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:0d3ceed787970db6487faa025c8918037f18b2364ab96081dcd4a7dc5a31fb7a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","reason":"purpose: The project mentions capacity-building but focuses on general industry collaboration and market adoption, not explicit support for water/sanitation activities.\nscope: The project targets mineral raw materials (RM), not water or sanitation, failing the required domain condition for SDG 6.","checks":[{"evidence_ids":["s10"],"id":"purpose","missing_evidence":null,"reason":"The project mentions capacity-building but focuses on general industry collaboration and market adoption, not explicit support for water/sanitation activities.","status":"not_met"},{"evidence_ids":["s10"],"id":"scope","missing_evidence":null,"reason":"The project targets mineral raw materials (RM), not water or sanitation, failing the required domain condition for SDG 6.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1279,"kind":"text","quote":"The project will promote market adoption of sustainable solutions, offer capacity-building programs, enhance social acceptance, and foster industry collaboration.","start":1117,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"0d3ceed787970db6487faa025c8918037f18b2364ab96081dcd4a7dc5a31fb7a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-27T00:30:06.474142+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:79e5d5ed807bb08ea9711eaa33718f54ed567ba8bba4c97b2271497c67f45292","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Europe must reduce its dependence on raw materials (RM).\n\nSCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.\n\nUltimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.\n\nThis involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.\n\nA roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.\n\ncopper, aggregates).\n\nSCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.\n\nIt will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","reason":"purpose: Project focuses on raw material access and recycling, not energy access, reliability, or efficiency.\nscope: Activities concern mineral extraction and processing, not energy sources, conversion, supply, storage, or services.","checks":[{"evidence_ids":["s1","s3","s11"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on raw material access and recycling, not energy access, reliability, or efficiency.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8","s11"],"id":"scope","missing_evidence":null,"reason":"Activities concern mineral extraction and processing, not energy sources, conversion, supply, storage, or services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":56,"kind":"text","quote":"Europe must reduce its dependence on raw materials (RM).","start":0,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":282,"kind":"text","quote":"SCIMIN-CRM aims to enhance access to primary and secondary RMs in Europe by leveraging MWFs' untapped potential.","start":170,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1484,"kind":"text","quote":"Ultimately, SCIMIN-CRM seeks to boost EU's access to RMs, improve economic performance, enhance recovery rates, and ensure responsible supply, contributing to long-term sustainability and competitiveness.","start":1280,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":701,"kind":"text","quote":"A roadmap will prioritize extraction of valuable CRM like fluorspar, baryte, REEs, and bauxite/aluminium, among others non-critical but highly valuable materials (e.g.","start":534,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":722,"kind":"text","quote":"copper, aggregates).","start":702,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":874,"kind":"text","quote":"SCIMIN-CRM will transform discarded materials into valuable resources, increasing valorisation from near 0% to 5% and reducing assessment time by -83%.","start":723,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"},{"end":1006,"kind":"text","quote":"It will deliver two mobile crushing technologies, a collaborative digital platform, and four cutting-edge processing methodologies.","start":875,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"79e5d5ed807bb08ea9711eaa33718f54ed567ba8bba4c97b2271497c67f45292","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T00:30:06.476047+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:2cb168edab05cdc655316419de651d981c92542cf04ce5a6214ae877f677b544","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","reason":"purpose: The project focuses on mineral raw materials (fluorspar, REEs, copper) rather than clean energy research or technology, failing the specific subject requirement for SDG 7.a.\nscope: While the project involves cross-border cooperation, the subject matter is critical mineral raw materials, not clean energy, meaning no mechanism facilitates access to clean energy.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mineral raw materials (fluorspar, REEs, copper) rather than clean energy research or technology, failing the specific subject requirement for SDG 7.a.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"While the project involves cross-border cooperation, the subject matter is critical mineral raw materials, not clean energy, meaning no mechanism facilitates access to clean energy.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":533,"kind":"text","quote":"This involves developing a streamlined ‘fast-path’ process and a collaborative digital platform for smart assessment, alongside technology development for RM valorisation in various MWF types across Spain, Sweden, Austria, and Bosnia and Herzegovina.","start":283,"text_hash":"6fd4f338b7f268c418163f03a145bb8565dafeaa18e9cb26d42c135c1062d3aa"}],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","originalAssertionId":"2cb168edab05cdc655316419de651d981c92542cf04ce5a6214ae877f677b544","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T00:30:06.477962+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"af9fde1e98981ba38959eed3a88892952e8630e6b89a043909619a9064cc1cb4","sheet_sha256":"59be01f7356d12697c9cc71b44a686a7173322e44c38740362c9045581e930a5","sheet_version":"mesh-activity-sheet-v3","source_version":"7d3e5ba56491b0228af9e7c4c3f590cdb08ad7d50010e044bd173c3c533ac8bb","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4392700942dacff9ecdea40a4303d8fb52df501f7a44d2c362a546863a3eaf6c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"SCIMIN-CRM","title":"[SCIMIN-CRM] Sustainable & CIrcular Production of MINeral Critical Raw Materials","status":"SIGNED","startDate":"2024-10-01","endDate":"2028-09-30","ecSignatureDate":"2024-08-21","totalCost":8434914.71,"ecMaxContribution":7198734.5,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-IA","masterCall":"HORIZON-CL4-2024-RESILIENCE-01","subCall":"HORIZON-CL4-2024-RESILIENCE-01","grantDoi":"10.3030/101177746","keywords":["Mining Waste Facilities","critical raw materials","valorisation","environmental assessment","resource-efficient","sustainability","standards","digital platform","recovery","Raw material","CRM","fluorspar","bauxit"],"contentUpdateDate":"2026-06-25 11:36:51","topics":[{"code":"HORIZON-CL4-2024-RESILIENCE-01-04","title":"Technologies for processing and refining of critical raw materials (IA)"}],"legalBasis":[{"code":"HORIZON.2.4","title":"Digital, Industry and Space","main":true},{"code":"HORIZON.2.4.4","title":"Advanced Materials","main":false}],"euroSciVoc":[{"code":"/25/67/417","path":"engineering and technology/environmental engineering/mining and mineral processing","title":"mining and mineral processing"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":40.0,"ai":0.0,"climate":100.0,"biodiversity":40.0},"organisations":[{"name":"ASOCIACION NACIONAL DE EMPRESARIOS FABRICANTES DE ARIDOS","shortName":"ANEFA","role":"coordinator","country":"ES","city":"Madrid","activityType":"OTH","sme":true,"ecContribution":1199500.0,"totalCost":1199500.0,"geolocation":[40.4167047,-3.7035825],"order":1},{"name":"SGS ESPANOLA DE CONTROL SA","shortName":null,"role":"participant","country":"ES","city":"Madrid","activityType":"PRC","sme":false,"ecContribution":258475.0,"totalCost":369250.0,"geolocation":[40.5248319,-3.7715627754518115],"order":2},{"name":"AKKODIS HIGH TECH SAS","shortName":"AKKA HIGH TECH","role":"participant","country":"FR","city":"Lyon","activityType":"PRC","sme":false,"ecContribution":302750.0,"totalCost":432500.0,"geolocation":[45.786809984,4.811152995],"order":3},{"name":"AKKODIS DIGITAL SAS","shortName":"MODIS AKKODIS","role":"thirdParty","country":"FR","city":"Villeurbanne","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[45.759003021,4.9160589673],"order":3},{"name":"AKKODIS I&S SAS","shortName":"Akkodis","role":"thirdParty","country":"FR","city":"GUYANCOURT","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[48.7709414,2.0706084],"order":3},{"name":"STRATAGEM ENERGY LTD","shortName":"STRATAGEM ENERGY LTD","role":"participant","country":"CY","city":"LEMESOS","activityType":"PRC","sme":true,"ecContribution":314037.5,"totalCost":448625.0,"geolocation":[35.1659936,33.3366249],"order":4},{"name":"METSO FINLAND OY","shortName":"METSO OUTOTEC","role":"participant","country":"FI","city":"ESPOO","activityType":"PRC","sme":false,"ecContribution":642950.0,"totalCost":918500.0,"geolocation":[60.1637644,24.7417834],"order":5},{"name":"MINERALES Y PRODUCTOS DERIVADOS SA","shortName":"MINERSA","role":"participant","country":"ES","city":"GETXO","activityType":"PRC","sme":false,"ecContribution":191712.5,"totalCost":273875.0,"geolocation":[43.3533416,-3.0045887],"order":6},{"name":"ADVANCED MINERAL PROCESSING SL","shortName":null,"role":"participant","country":"ES","city":"MOSTOLES","activityType":"PRC","sme":true,"ecContribution":30637.25,"totalCost":43767.5,"geolocation":[40.35097855,-3.8732036159620327],"order":7},{"name":"FUNDACION ASTURIANA DE LA ENERGIA","shortName":"FAEN","role":"thirdParty","country":"ES","city":"Mieres","activityType":"REC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[42.1244124,2.6401122],"order":8},{"name":"CONSEJERIA DE CIENCIA, INDUSTRIA Y EMPLEO","shortName":null,"role":"participant","country":"ES","city":"OVIEDO","activityType":"PUB","sme":false,"ecContribution":30937.5,"totalCost":30937.5,"geolocation":[36.01372255,-5.602113489434158],"order":8},{"name":"UNIVERSIDAD DE OVIEDO","shortName":"UNIOVI","role":"participant","country":"ES","city":"OVIEDO","activityType":"HES","sme":false,"ecContribution":449687.5,"totalCost":449687.5,"geolocation":[43.361942998,-5.846710813],"order":9},{"name":"AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS","shortName":"CSIC","role":"participant","country":"ES","city":"Madrid","activityType":"REC","sme":false,"ecContribution":216400.0,"totalCost":216400.0,"geolocation":[40.4165,-3.70256],"order":10},{"name":"CHALMERS TEKNISKA HOGSKOLA AB","shortName":null,"role":"participant","country":"SE","city":"Goteborg","activityType":"HES","sme":false,"ecContribution":505231.5,"totalCost":505231.5,"geolocation":[57.7094727,11.9661255],"order":11},{"name":"MONTANUNIVERSITAET LEOBEN","shortName":"Montanuniversitaet Leoben","role":"participant","country":"AT","city":"Leoben","activityType":"HES","sme":false,"ecContribution":827325.0,"totalCost":827325.0,"geolocation":[47.3765,15.09144],"order":12},{"name":"SILBERMINE ZEIRING GMBH","shortName":null,"role":"participant","country":"AT","city":"VIENNA","activityType":"PRC","sme":false,"ecContribution":59062.5,"totalCost":84375.0,"geolocation":[48.24845115,16.359597235192105],"order":13},{"name":"MINING AND METALLURGY INSTITUTE BOR LTD","shortName":"Bor Institute","role":"participant","country":"RS","city":"BOR","activityType":"REC","sme":false,"ecContribution":385000.0,"totalCost":385000.0,"geolocation":[44.0939314,22.050363062991572],"order":14},{"name":"RUDNICI BOKSITA JAJCE ODD JAJCE","shortName":null,"role":"participant","country":"BA","city":"Jajce","activityType":"PRC","sme":true,"ecContribution":44625.0,"totalCost":63750.0,"geolocation":[44.3053476,17.5961467],"order":15},{"name":"STICHTING BIRDLIFE EUROPE","shortName":"BIRDLIFE EUROPE","role":"participant","country":"NL","city":"Zeist","activityType":"OTH","sme":true,"ecContribution":302287.5,"totalCost":302287.5,"geolocation":[52.08653175,5.24900804050379],"order":16},{"name":"ZABALA INNOVATION CONSULTING SA","shortName":"ZABALA","role":"participant","country":"ES","city":"MUTILVA ALTA NAVARRA","activityType":"PRC","sme":false,"ecContribution":399000.0,"totalCost":570000.0,"geolocation":[40.41985,-3.70161],"order":17},{"name":"ASOCIACION ESPANOLA DE NORMALIZACION","shortName":"UNE","role":"participant","country":"ES","city":"MADRID","activityType":"OTH","sme":false,"ecContribution":96072.5,"totalCost":96072.5,"geolocation":[40.427213935,-3.695230076],"order":18},{"name":"Grängesberg Exploration AB","shortName":"Grängesberg Exploration AB","role":"associatedPartner","country":"SE","city":"Stockholm","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[59.335681,18.0545288],"order":19},{"name":"MINEPRO SOLUTIONS SL","shortName":"MINEPRO SOLUTIONS","role":"participant","country":"ES","city":"OVIEDO","activityType":"PRC","sme":false,"ecContribution":588460.75,"totalCost":840658.21,"geolocation":null,"order":20},{"name":"FUNDACION ASTURIANA DE LA ENERGIA","shortName":"FAEN","role":"participant","country":"ES","city":"Mieres","activityType":"REC","sme":false,"ecContribution":354582.5,"totalCost":377172.5,"geolocation":[42.1244124,2.6401122],"order":21},{"name":"CONSEJERIA DE CIENCIA, INDUSTRIA Y EMPLEO","shortName":null,"role":"thirdParty","country":"ES","city":"OVIEDO","activityType":"PUB","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[36.01372255,-5.602113489434158],"order":21}],"topicDetails":[{"identifier":"HORIZON-CL4-2024-RESILIENCE-01-04","title":"Technologies for processing and refining of critical raw materials (IA)","callIdentifier":"HORIZON-CL4-2024-RESILIENCE-01","callTitle":"RESILIENT VALUE CHAINS 2024","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Global Challenges and European Industrial Competitiveness","Digital, Industry and Space","Advanced Materials"],"typeOfAction":"HORIZON-IA HORIZON Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2023-09-19","deadlineDates":["2024-02-07"],"budget":{"budgetByYear":{"2024":"22000000"},"expectedGrants":3,"minContribution":7300000,"maxContribution":7300000,"deadlineModel":"single-stage"},"keywords":["Environmental engineering","Mining and mineral processing"],"description":"Expected Outcome:\nProjects outcomes will enable achieving the expected impacts of the destination by increasing access to primary raw materials and secondary raw materials, in particular critical raw materials[1] for EU industrial value chains and strategic sectors.\nProjects are expected to contribute to the following outcomes:\n-Increase recovery rates of valuable raw materials, particularly critical raw materials from low grade or complex ores and/or from extractive waste;\n-Significantly increase economic performance in terms of higher material-, water-, energy- and cost-efficiency and flexibility in minerals processing and metallurgical processes;\n-Significantly improve the health, safety and environmental performance of the operations throughout the whole life cycle which is considered, including a reduction in waste, wastewater and emissions generation and a better recovery of resources from generated waste;\n-Improve responsible supply of raw materials to Europe in line with the EU principles for sustainable raw materials, which are a non-regulatory set of principles based on the EU acquis. They set out requirements for sustainable raw materials and extraction and processing in Europe in terms of social, environmental and economic performance.[2]Actions are expected to contribute to the implementation the EU action plan on Critical Raw Materials.[3]\nScope:\nActions should demonstrate new or improved systems integrating relevant processing and refining technologies for better recovery of raw materials from low grade and/or complex ores from extractive wastes, less waste, higher energy efficiency. The action could also reduce the content of toxic elements or compounds in the resulting material products. The actions should target minerals and metals, particularly critical raw materials.\nThe solution proposed should be flexible enough to adapt to different or variable primary and secondary raw materials grades and should be supported by efficient and robust process control. Where relevant, any solution proposed for the reduction of the content of toxic elements or compounds in the resulting materials should also include the appropriate management of the hazardous substances removed.\nActions should develop intelligent and innovative production systems which better utilise natural resources by minimising losses during waste-rock separation in an optimised and energy-efficient process and by minimising use of water\nRecycling of end-of-life products is excluded from this topic, though joint processing of waste streams originating from end-of-life products recycling could be included and has to be duly justified.\nActions should envisage clustering activities with other relevant selected projects for cross-projects co-operation, consultations and joint activities on cross-cutting issues and share of results as well as participating in joint meetings and communication events. To this end proposals should foresee a dedicated work package and/or task, and earmark the appropriate resources accordingly.\nActions should facilitate the market uptake of solutions developed through industrially- and user-driven multidisciplinary consortia covering the relevant value chain and should consider standardisation aspects when relevant. The action should also include the analysis of financial opportunities ensuring the market exploitation and replication of the circular business model behind the developed solutions as new processes, products and/or services.\nProposals submitted under this topic should include a business case and exploitation strategy, as outlined in the introduction to this Destination. For TRLs 6-7, a credible strategy to achieve future full-scale deployment in the EU is expected, indicating the commitments of the industrial partners after the end of the project.\nIn this topic the integration of the gender dimension (sex and/or gender analysis) in research and innovation content is not a mandatory requirement, however, should you consider it to be of relevance for your specific proposal, you are strongly encouraged to do it.\nnull\nActivities are expected to achieve TRL 6-7 by the end of the project – see General Annex B.\n[1] https://ec.europa.eu/growth/sectors/raw-materials/areas-specific-interest/critical-raw-materials_en\n[2] https://op.europa.eu/en/publication-detail/-/publication/6d541f66-0f81-11ec-9151-01aa75ed71a1\n[3] COM (2020) 474","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL4-2024-RESILIENCE-01-04"}]}}
{"id":"101135967","acronym":"DS2","name":"DataSpace, DataShare 2.0","offer":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations. DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing. Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources. It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source. The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control. Plugged into this is a set of modules for the execution of complex data lifecycles, e.g. filtering, labelling, both automated and catering for where human-in-the loop is required. DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture). The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.  Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","objective":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations. DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing. Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources. It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source. The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control. Plugged into this is a set of modules for the execution of complex data lifecycles, e.g. filtering, labelling, both automated and catering for where human-in-the loop is required. DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture). The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.  Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalSourceVersion":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","textHash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353","sourceUrl":"https://cordis.europa.eu/project/id/101135967","country":"FI","participantCountries":["DE","EE","EL","ES","FI","IL","RO","SI","UK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-08-04 15:00:27","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:1698408eabca99ff5158d38db04cef28c7924315eb6ac5c2a56d60f17f810ccc","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.”","modality":"planned","hypothesis":null,"quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.\n\nDS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","reason":"purpose: Project builds modular software infrastructure (IDT) to connect data sources, enabling complex data lifecycles in inter-sector use cases, establishing a stated uptake pathway.\nscope: Project addresses the infrastructure of modular software connecting data sources (spaces/silos/lakes) for cross-sector sharing, qualifying as resilient infrastructure development.","checks":[{"evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10","s1"],"id":"purpose","missing_evidence":null,"reason":"Project builds modular software infrastructure (IDT) to connect data sources, enabling complex data lifecycles in inter-sector use cases, establishing a stated uptake pathway.","status":"supported"},{"evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10","s1"],"id":"scope","missing_evidence":null,"reason":"Project addresses the infrastructure of modular software connecting data sources (spaces/silos/lakes) for cross-sector sharing, qualifying as resilient infrastructure development.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"1698408eabca99ff5158d38db04cef28c7924315eb6ac5c2a56d60f17f810ccc","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T10:47:38.305345+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-10ea840ac309571088615e23","activity_ref":"a4","claim_unit_candidates":["a4"],"end":515,"evidence_id":"s2","ownership":"current_project","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","quote_sha256":"c66152b843fe5061de882a618fbe425c504187ff282ca804281c7540da67febd","role":"method","source_span_id":"b1ca29ec6e2c8848bd94e636d094176b9f5befb0c3ba287d894165b8d243d2d8","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":354},"activityBinding":{"activity_ids":["act-10ea840ac309571088615e23","act-62f2c104d924adaf90fee76e","act-4d1125981d1599894f06ac74","act-b6705e282581f9dda088cdac","act-afb34626237eb4ca2d59a329","act-d1de39aead07bc6cba2178c2","act-6272694120f4354504484c1b","act-f32225423380c6f9ab77a9bd"],"activity_refs":["a4","a6","a7","a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a4","a6","a7","a8","a9","a10","a11","a12"],"scope":["a4","a6","a7","a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a4","a10"],"pathway":"a4 -> a10","selected_units":[{"activity_id":"act-10ea840ac309571088615e23","conditions":null,"description":"DS2 provides a modular software infrastructure to connect data sources for cross-sector data sharing.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"method","support_eligible":true},{"activity_id":"act-62f2c104d924adaf90fee76e","conditions":null,"description":"DS2 uses an IDT toolkit deployed at each data source to connect to any other IDT-enabled data source.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-4d1125981d1599894f06ac74","conditions":null,"description":"The IDT Toolkit includes a Broker that manages fail-safe network operation with no central point of control.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-b6705e282581f9dda088cdac","conditions":null,"description":"The IDT Toolkit includes modules for the execution of complex data lifecycles.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-afb34626237eb4ca2d59a329","conditions":null,"description":"The lifecycle modules include filtering and labelling, both automated and catering for human-in-the-loop requirements.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true},{"activity_id":"act-d1de39aead07bc6cba2178c2","conditions":null,"description":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-6272694120f4354504484c1b","conditions":null,"description":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing challenges in complex data lifecycle execution.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-f32225423380c6f9ab77a9bd","conditions":null,"description":"The DS2 solution enables data consumers and providers to orchestrate, manage and securely execute complex data lifecycles.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true}],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"521234c5a27c004f7546c732ea3a07f71f65e25669e310dc920410cb8a7e5d5c","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"infrastructure","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.1","name":"Develop quality, reliable, sustainable and resilient infrastructure, including regional and transborder infrastructure, to support economic development and human well-being, with a focus on affordable and equitable access for all","uri":"http://data.europa.eu/sdg/9.1","state":"supported","strength":"strong","assertionId":"mapping:27594167dd26264f194d0a3ca21103312e5ec0d3e157c328f22d43ce6e92f6e0","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.”","modality":"planned","hypothesis":null,"quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nDS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","reason":"purpose: The project explicitly develops modular software infrastructure to connect data sources for cross-sector sharing, supporting economic development and human well-being by enabling efficient data lifecycles.\nscope: The project provides an identifiable infrastructure system (IDT Toolkit) connecting data sources, with a stated focus on protecting sovereign rights and complying with regulations, ensuring equitable access.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops modular software infrastructure to connect data sources for cross-sector sharing, supporting economic development and human well-being by enabling efficient data lifecycles.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The project provides an identifiable infrastructure system (IDT Toolkit) connecting data sources, with a stated focus on protecting sovereign rights and complying with regulations, ensuring equitable access.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"27594167dd26264f194d0a3ca21103312e5ec0d3e157c328f22d43ce6e92f6e0","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"abb61670d0cc077d322353439fc7745e1c03cb81784bc8b83f5aaa3dee6c70b2","recordedAt":"2026-09-26T06:02:16.746429+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-10ea840ac309571088615e23","activity_ref":"a4","claim_unit_candidates":["a4"],"end":515,"evidence_id":"s2","ownership":"current_project","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","quote_sha256":"c66152b843fe5061de882a618fbe425c504187ff282ca804281c7540da67febd","role":"method","source_span_id":"b1ca29ec6e2c8848bd94e636d094176b9f5befb0c3ba287d894165b8d243d2d8","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":354},"activityBinding":{"activity_ids":["act-10ea840ac309571088615e23"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-10ea840ac309571088615e23","conditions":null,"description":"DS2 provides a modular software infrastructure to connect data sources for cross-sector data sharing.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"method","support_eligible":true}],"sheet_cache_key":"689802cc1dedb8e37debbbac9162fe5f2d59cddea4e5572b72ee4387821fa04e","sheet_sha256":"5c7f6f9e6e8cf9527e58b28017b5445d7e5ab8e0eb40d1f6f159df1412c5eef5","sheet_version":"mesh-activity-sheet-v2","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:227fe17fa5e645125a50b78ca267af466b7c4ff682e32b51483355f09bf6a8a1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project focuses on data sharing infrastructure and lifecycle management, not changing material/resource production or consumption patterns in a named sector.\nscope: The project addresses inter-sector data sharing across diverse use cases (City Scape, Green Deal, Precision Agriculture) without geographic restriction.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on data sharing infrastructure and lifecycle management, not changing material/resource production or consumption patterns in a named sector.","status":"not_met"},{"evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10","s3","s1"],"id":"scope","missing_evidence":null,"reason":"The project addresses inter-sector data sharing across diverse use cases (City Scape, Green Deal, Precision Agriculture) without geographic restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"227fe17fa5e645125a50b78ca267af466b7c4ff682e32b51483355f09bf6a8a1","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":["act-10ea840ac309571088615e23","act-85da980143d1268aa0a5d310","act-4d1125981d1599894f06ac74","act-b42575fa17a2674eb8f45114","act-afb34626237eb4ca2d59a329","act-d1de39aead07bc6cba2178c2","act-00d99e9600402200e5332eac","act-08b09c7e51a65a232af6f9ea"],"activity_refs":["a4","a5","a6","a7","a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s2","s4","s5","s6","s7","s8","s9","s10"],"context_evidence_ids":["s3","s1"]}},"check_units":{"purpose":[],"scope":["a4","a5","a6","a7","a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-10ea840ac309571088615e23","conditions":null,"description":"DS2 provides a modular software infrastructure to connect data sources for cross-sector data sharing.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"method","support_eligible":true},{"activity_id":"act-85da980143d1268aa0a5d310","conditions":null,"description":"The project deploys an IDT toolkit at each data source to connect to any other IDT-enabled data source.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-4d1125981d1599894f06ac74","conditions":null,"description":"The IDT Toolkit includes a Broker that manages fail-safe network operation with no central point of control.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-b42575fa17a2674eb8f45114","conditions":null,"description":"Modules for the execution of complex data lifecycles are plugged into the IDT Toolkit.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-afb34626237eb4ca2d59a329","conditions":null,"description":"The lifecycle modules include filtering and labelling, both automated and catering for human-in-the-loop requirements.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-d1de39aead07bc6cba2178c2","conditions":null,"description":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-00d99e9600402200e5332eac","conditions":null,"description":"The DS2 solution is designed to enhance and accelerate the shift towards the data economy.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-08b09c7e51a65a232af6f9ea","conditions":null,"description":"Data consumers and data providers will be able to orchestrate, manage and securely execute complex data lifecycles.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"b983dedff38d8332f5352cb76bb526bca52c3d1bb91d323c2fded4d21e987ddd","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","mixed_ownership_passage_not_attributed","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard12-20260929-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.6","name":"Encourage companies, especially large and transnational companies, to adopt sustainable practices and to integrate sustainability information into their reporting cycle","uri":"http://data.europa.eu/sdg/12.6","state":"no_mapping","strength":"partial","assertionId":"mapping:3f289cb2cc3e0fd6ab4f01a107fec1cbab9e2eb6d47c3cfb6e8c98828b9bcd96","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project aims to build technical infrastructure for data sharing, not to encourage companies to adopt sustainable practices or integrate sustainability reporting.\nscope: The project targets data consumers and providers in general sectors (City Scape, Green Deal, Agriculture), not specifically companies, especially large or transnational ones.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project aims to build technical infrastructure for data sharing, not to encourage companies to adopt sustainable practices or integrate sustainability reporting.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets data consumers and providers in general sectors (City Scape, Green Deal, Agriculture), not specifically companies, especially large or transnational ones.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"3f289cb2cc3e0fd6ab4f01a107fec1cbab9e2eb6d47c3cfb6e8c98828b9bcd96","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cfe28b188d3f3a9edf711e49575bf0abe997398bdccfe73fd1e58c9b11adc1ca","recordedAt":"2026-09-27T04:14:17.926430+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"no_mapping","strength":"partial","assertionId":"mapping:68aaec47060173dac3d957f39df9dce317247f849ea72be196865a24148355e5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project focuses on data sharing infrastructure and technical governance, not promoting peaceful societies, access to justice, or building effective/inclusive institutions.\nscope: The project explicitly targets inter-sector use cases (City Scape, Green Deal, Precision Agriculture), establishing an identifiable social and institutional setting without country restrictions.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on data sharing infrastructure and technical governance, not promoting peaceful societies, access to justice, or building effective/inclusive institutions.","status":"not_met"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets inter-sector use cases (City Scape, Green Deal, Precision Agriculture), establishing an identifiable social and institutional setting without country restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"68aaec47060173dac3d957f39df9dce317247f849ea72be196865a24148355e5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-27T04:14:17.928011+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-8039ca6e23f0189c52c7a3c8"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s9","s10"]}},"check_units":{"purpose":[],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-8039ca6e23f0189c52c7a3c8","conditions":null,"description":"The project will pilot and evaluate its technology using three well-defined, inter-sector use cases.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:344a9d7c813a50b92cc598bc5069ecf326a670ca18b8ddcc3bcb250bf4190a87","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project aims to enhance the data economy and data sharing lifecycles, not to build means of implementation like technology transfer or capacity building for developing countries.\nscope: The project targets the data economy and inter-sector use cases (City Scape, Green Deal, Precision Agriculture) without identifying a specific implementation mechanism for sustainable development.","checks":[{"evidence_ids":["s1","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to enhance the data economy and data sharing lifecycles, not to build means of implementation like technology transfer or capacity building for developing countries.","status":"not_met"},{"evidence_ids":["s1","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets the data economy and inter-sector use cases (City Scape, Green Deal, Precision Agriculture) without identifying a specific implementation mechanism for sustainable development.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"344a9d7c813a50b92cc598bc5069ecf326a670ca18b8ddcc3bcb250bf4190a87","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T10:47:38.302296+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"521234c5a27c004f7546c732ea3a07f71f65e25669e310dc920410cb8a7e5d5c","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.18","name":"By 2020, enhance capacity-building support to developing countries, including for least developed countries and small island developing States, to increase significantly the availability of high-quality, timely and reliable data disaggregated by income, gender, age, race, ethnicity, migratory status, disability, geographic location and other characteristics relevant in national contexts","uri":"http://data.europa.eu/sdg/17.18","state":"no_mapping","strength":"partial","assertionId":"mapping:5bf3477039e44bf0f657defe9ef0839d3eb7f44aa224e4da36771058b81d9fdb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project builds capacity for data sharing infrastructure but does not explicitly build capacity to increase data availability for developing countries or national contexts.\nscope: The project targets cross-sector data sharing generally and does not benefit developing countries or provide meaningful population/contextual disaggregation.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project builds capacity for data sharing infrastructure but does not explicitly build capacity to increase data availability for developing countries or national contexts.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets cross-sector data sharing generally and does not benefit developing countries or provide meaningful population/contextual disaggregation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"5bf3477039e44bf0f657defe9ef0839d3eb7f44aa224e4da36771058b81d9fdb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f76cda9686cfb8a319d0d2fec4bfa71b1b2fd996f175e5f5c315a4c2372cd526","recordedAt":"2026-09-27T04:16:05.424643+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:5fc4a3808d6dc04905f2fd1a9e2b4e50cff83e841b2d2599320ac189d0a13e5c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","reason":"purpose: The project focuses on inter-sector data sharing within a European context, lacking evidence of regional or international cooperation on science, technology, or innovation.\nscope: The project targets inter-sector use cases (City Scape, Green Deal, Precision Agriculture) without identifying specific cooperating communities, institutions, or countries, failing to meet the scope criteria.","checks":[{"evidence_ids":["s1","s3","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on inter-sector data sharing within a European context, lacking evidence of regional or international cooperation on science, technology, or innovation.","status":"not_met"},{"evidence_ids":["s1","s8"],"id":"scope","missing_evidence":null,"reason":"The project targets inter-sector use cases (City Scape, Green Deal, Precision Agriculture) without identifying specific cooperating communities, institutions, or countries, failing to meet the scope criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"5fc4a3808d6dc04905f2fd1a9e2b4e50cff83e841b2d2599320ac189d0a13e5c","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T06:02:16.742711+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a9"],"pathway":"a3 (activity) -> a9 (activity)","selected_units":[],"sheet_cache_key":"689802cc1dedb8e37debbbac9162fe5f2d59cddea4e5572b72ee4387821fa04e","sheet_sha256":"5c7f6f9e6e8cf9527e58b28017b5445d7e5ab8e0eb40d1f6f159df1412c5eef5","sheet_version":"mesh-activity-sheet-v2","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:f7363b4d40352abf2e95ff29b79edade57e850bb4e57c8c44ef944723dfee7d5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project focuses on inter-sector data sharing infrastructure, not water, sanitation, or water-related ecosystems as defined by SDG 6 criteria.\nscope: The project addresses general data sharing and the data economy, lacking any specific water resource, sanitation system, or water-related ecosystem component.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on inter-sector data sharing infrastructure, not water, sanitation, or water-related ecosystems as defined by SDG 6 criteria.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project addresses general data sharing and the data economy, lacking any specific water resource, sanitation system, or water-related ecosystem component.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"f7363b4d40352abf2e95ff29b79edade57e850bb4e57c8c44ef944723dfee7d5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T04:16:05.426100+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:b027a2ab1f9e6620efa1ee7b596e7254e198bb3d8df794df580b736e220694ff","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project focuses on data sharing infrastructure, not energy access, affordability, reliability, sustainability, or efficiency.\nscope: The activity concerns data sources and lifecycles, not energy sources, conversion, supply, storage, or end-use services.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on data sharing infrastructure, not energy access, affordability, reliability, sustainability, or efficiency.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity concerns data sources and lifecycles, not energy sources, conversion, supply, storage, or end-use services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"b027a2ab1f9e6620efa1ee7b596e7254e198bb3d8df794df580b736e220694ff","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T04:16:05.427587+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.1","name":"By 2030, ensure universal access to affordable, reliable and modern energy services","uri":"http://data.europa.eu/sdg/7.1","state":"no_mapping","strength":"partial","assertionId":"mapping:7b498b1251277c3c484ab92680754a21c212f01fc5a6f95a819d13d1049291d2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.\n\nDS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.\n\nOnce connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.\n\nIt will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.\n\nThe IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.\n\nPlugged into this is a set of modules for the execution of complex data lifecycles, e.g.\n\nfiltering, labelling, both automated and catering for where human-in-the loop is required.\n\nDS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).\n\nThe DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.\n\nData consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","reason":"purpose: The project focuses on data sharing infrastructure, not energy services. No activity improves access to affordable, reliable, or modern energy services.\nscope: The project targets data sharing across sectors, not energy-service settings or identifiable energy beneficiaries.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on data sharing infrastructure, not energy services. No activity improves access to affordable, reliable, or modern energy services.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets data sharing across sectors, not energy-service settings or identifiable energy beneficiaries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":353,"kind":"text","quote":"DS2 draws researchers and practitioners from diverse disciplines to secure that complex lifecycles of inter-sector data sharing, aggregation and provenance take place in a human-centric and trusted way, with common structures, exportability and insight, whilst protecting the sovereign rights of data owners and complying with European data regulations.","start":0,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":515,"kind":"text","quote":"DS2 provides a modular software infrastructure to connect data sources (Data Spaces/data silos/data lakes) together for the purpose of cross-sector data sharing.","start":354,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":735,"kind":"text","quote":"Once connected, data consumers and data providers will be able to structure and execute efficient complex data lifecycles that respect the technical and governance related requirements of the participating data sources.","start":516,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":898,"kind":"text","quote":"It will do this via an IDT (Intersector DataSpace Toolkit) which is deployed at each data source/space and network connected to any other IDT-enabled data source.","start":736,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1018,"kind":"text","quote":"The IDT Toolkit is composed of a Broker which manages the fail-safe network operation with no central point of control.","start":899,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1107,"kind":"text","quote":"Plugged into this is a set of modules for the execution of complex data lifecycles, e.g.","start":1019,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1198,"kind":"text","quote":"filtering, labelling, both automated and catering for where human-in-the loop is required.","start":1108,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1336,"kind":"text","quote":"DS2 will pilot and evaluate its technology using 3 well-defined, inter-sector use cases, (City Scape, Green Deal, Precision Agriculture).","start":1199,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1530,"kind":"text","quote":"The DS2 solution enhances and accelerates the shift towards the data economy by addressing the challenges, pain-points, and requirements with respect to the execution of complex data lifecycle.","start":1337,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"},{"end":1691,"kind":"text","quote":"Data consumers and data providers can now orchestrate, manage and securely execute complex data lifecycles to realize cross-sectorial data driven applications.","start":1532,"text_hash":"e4dc31762365e254cfa377111dce4051cd39e627ab527d91832289cfd8ba9353"}],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","originalAssertionId":"7b498b1251277c3c484ab92680754a21c212f01fc5a6f95a819d13d1049291d2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"48ef87b9e070f5f509f1f3ee2cabddcafb4cddd63490ed121f5814de5a53e7ce","recordedAt":"2026-09-27T04:17:55.033067+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e836d9192d6846348f6fd65287526c983742c83622f79bd4149933cf9a05c7b8","sheet_sha256":"16c392797c3eea1555b16d037c609c1c0b14e890051d4ddc8cad3172c0c3ae10","sheet_version":"mesh-activity-sheet-v3","source_version":"60695d50b92dfc88aefbb08b9c57a475853331060e7b4005a100e9037c08359e","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.10","uri":"http://data.europa.eu/sdg/16.10","name":"Ensure public access to information and protect fundamental freedoms, in accordance with national legislation and international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"17.12","uri":"http://data.europa.eu/sdg/17.12","name":"Realize timely implementation of duty-free and quota-free market access on a lasting basis for all least developed countries, consistent with World Trade Organization decisions, including by ensuring that preferential rules of origin applicable to imports from least developed countries are transparent and simple, and contribute to facilitating market access","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.5","uri":"http://data.europa.eu/sdg/6.5","name":"By 2030, implement integrated water resources management at all levels, including through transboundary cooperation as appropriate","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.c","uri":"http://data.europa.eu/sdg/9.c","name":"Significantly increase access to information and communications technology and strive to provide universal and affordable access to the Internet in least developed countries by 2020","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43aad19ffa27aa8868ad3d2b79d9047baf8c9abe6d7106fe483a85d8670a7daf","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"DS2","title":"DataSpace, DataShare 2.0","status":"SIGNED","startDate":"2024-01-01","endDate":"2026-12-31","ecSignatureDate":"2023-11-14","totalCost":7612406.25,"ecMaxContribution":7612406.25,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-CL4-2023-DATA-01","subCall":"HORIZON-CL4-2023-DATA-01","grantDoi":"10.3030/101135967","keywords":["Data space","Data portability","Data sovereignty","Human-in-the-loop","Interoperability"],"contentUpdateDate":"2026-08-04 15:00:27","topics":[{"code":"HORIZON-CL4-2023-DATA-01-02","title":"Integration of data life cycle, architectures and standards for complex data cycles and/or human factors, language (AI, data and robotics partnership) (RIA)"}],"legalBasis":[{"code":"HORIZON.2.4","title":"Digital, Industry and Space","main":true},{"code":"HORIZON.2.4.5","title":"Artificial Intelligence and Robotics","main":false}],"euroSciVoc":[],"policyPriorities":{"digitalAgenda":100.0,"cleanAir":0.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"TEKNOLOGIAN TUTKIMUSKESKUS VTT OY","shortName":"VTT","role":"coordinator","country":"FI","city":"Espoo","activityType":"REC","sme":false,"ecContribution":1025093.75,"totalCost":1025093.75,"geolocation":[60.186421252,24.813287773],"order":1},{"name":"SOFTWARE AG","shortName":null,"role":"participant","country":"DE","city":"Darmstadt","activityType":"PRC","sme":false,"ecContribution":221129.64,"totalCost":221129.64,"geolocation":[49.65613355,8.5615419],"order":2},{"name":"IBM ISRAEL - SCIENCE  AND TECHNOLOGY LTD","shortName":"IBM ISRAEL","role":"participant","country":"IL","city":"Petach Tikva","activityType":"PRC","sme":false,"ecContribution":905625.0,"totalCost":905625.0,"geolocation":[32.0931382,34.8683369984172],"order":3},{"name":"INDRA SOLUCIONES TECNOLOGIAS DE LA INFORMACION SL","shortName":"MINSAIT","role":"participant","country":"ES","city":"ALCOBENDAS - MADRID","activityType":"PRC","sme":false,"ecContribution":388125.0,"totalCost":388125.0,"geolocation":[40.51780585,-3.642376663967111],"order":4},{"name":"DIGIOTOUCH OU","shortName":null,"role":"participant","country":"EE","city":"Tallinn","activityType":"PRC","sme":true,"ecContribution":584375.0,"totalCost":584375.0,"geolocation":[59.43795816,24.758550341],"order":5},{"name":"ATHENS TECHNOLOGY CENTER ANONYMI VIOMICHANIKI EMPORIKI KAI TECHNIKI ETAIREIA EFARMOGON YPSILIS TECHNOLOGIAS","shortName":"ATC A.E.","role":"participant","country":"EL","city":"ATHINA","activityType":"PRC","sme":true,"ecContribution":587500.0,"totalCost":587500.0,"geolocation":[38.030789806,23.797038004],"order":6},{"name":"ITC - INOVACIJSKO TEHNOLOSKI GROZD MURSKA SOBOTA","shortName":"ITC - INNOVATION TECHNOLOGY CLUSTER MURSKA SOBOTA","role":"participant","country":"SI","city":"Murska Sobota","activityType":"REC","sme":false,"ecContribution":348906.25,"totalCost":348906.25,"geolocation":[46.664408281,16.165558824],"order":7},{"name":"MESTNA OBCINA MURSKA SOBOTA","shortName":null,"role":"participant","country":"SI","city":"Murska Sobota","activityType":"PUB","sme":false,"ecContribution":162750.0,"totalCost":162750.0,"geolocation":[46.6627433,16.1636966],"order":8},{"name":"INFORMATION CATALYST SL","shortName":"INFORMATION CATALYST","role":"participant","country":"ES","city":"XATIVA","activityType":"PRC","sme":true,"ecContribution":813750.0,"totalCost":813750.0,"geolocation":[38.6447979,0.0454139],"order":9},{"name":"DATA ANALYTICS FOR INDUSTRIES 4 0 SL","shortName":"I4 RESEARCH AND INNOVATION","role":"participant","country":"ES","city":"XATIVA","activityType":"PRC","sme":true,"ecContribution":471250.0,"totalCost":471250.0,"geolocation":[38.9887291,-0.5191539],"order":10},{"name":"PANEPISTIMIO THESSALIAS","shortName":"UNIVERSITY OF THESSALY - UTH","role":"participant","country":"EL","city":"VOLOS","activityType":"HES","sme":false,"ecContribution":344687.5,"totalCost":344687.5,"geolocation":[39.360450372,22.953768063],"order":11},{"name":"INTU-VIEW LTD","shortName":null,"role":"participant","country":"IL","city":"Herzliya","activityType":"PRC","sme":true,"ecContribution":605000.0,"totalCost":605000.0,"geolocation":[32.1656255,34.8469023],"order":12},{"name":"CROWNEST SA","shortName":"CROWNEST MONOPROSOPI ANONYMI ETAIREIA","role":"participant","country":"EL","city":"VOLOS","activityType":"PRC","sme":true,"ecContribution":247343.75,"totalCost":247343.75,"geolocation":[39.3624833,22.9401864],"order":13},{"name":"ASOCIATIA TRANSILVANIA IT","shortName":"TRANSILVANIA IT CLUSTER","role":"participant","country":"RO","city":"CLUJ-NAPOCA","activityType":"OTH","sme":false,"ecContribution":322968.75,"totalCost":322968.75,"geolocation":[46.7686252,23.6187252],"order":14},{"name":"MUNICIPIUL CLUJ-NAPOCA","shortName":"MUNICIPALITYOF CLUJ-NAPOCA UAT CLUJ-NAPOCA","role":"participant","country":"RO","city":"Cluj Napoca","activityType":"PUB","sme":false,"ecContribution":222406.25,"totalCost":222406.25,"geolocation":[46.77919875,23.6177897332471],"order":15},{"name":"UNIVERSITY OF SOUTHAMPTON","shortName":"SOUTHAMPTON","role":"associatedPartner","country":"UK","city":"SOUTHAMPTON","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[51.51089,-0.08689],"order":16},{"name":"21C CONSULTANCY LIMITED","shortName":"21C CONSULTANCY","role":"associatedPartner","country":"UK","city":"London","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[51.5073219,-0.1276473],"order":17},{"name":"BLUEBRIDGESOLUTIONS UG (HAFTUNGSBESCHRANKT)","shortName":"BLUEBRIDGESOLUTIONS","role":"participant","country":"DE","city":"NALBACH","activityType":"PRC","sme":false,"ecContribution":361495.36,"totalCost":361495.36,"geolocation":[49.39381955,6.843989421325884],"order":18}],"topicDetails":[{"identifier":"HORIZON-CL4-2023-DATA-01-02","title":"Integration of data life cycle, architectures and standards for complex data cycles and/or human factors, language (AI, data and robotics partnership) (RIA)","callIdentifier":"HORIZON-CL4-2023-DATA-01","callTitle":"World leading data and computing technologies","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["Artificial Intelligence and Robotics","Digital, Industry and Space","Global Challenges and European Industrial Competitiveness"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2023":45000000},"expectedGrants":5,"minContribution":9000000,"maxContribution":9000000,"deadlineModel":"single-stage"},"keywords":["Artificial Intelligence","Social sciences and humanities","Linked open data","Digital Agenda","Data curation","Semantic web technologies","EOSC and FAIR data","Co-programmed European Partnerships"],"description":"ExpectedOutcome:Projects are expected to contribute to the following outcomes:\n• ability to process vast volumes data as one of the key enablers for other technological developments, supporting the competitiveness of the EU’s industrial ecosystems;\n• successful deployment of data spaces involving several sectors of economy or society;\n• improve data access (in line with the FAIR[1] principles), data sovereignty, data interoperability and data protection as an essential factor in the development of sustainable value chains respecting all stakeholder interests, particularly SMEs, but also the public sector as data providers and innovation/market ecosystem enablers. The European Strategy for Data[2] calls for actions to support and promote data sharing and the use of data for social and economic benefit.\nScope:Proposals should address the entire data life cycle from data generation/collection to the final use and disposal/deletion of data (especially when required by applicable legislation, for example the General Data Protection Regulation (GDPR)[3]. Proposals should build on existing and emerging standards, models and architectures and complement/expand them as necessary in view of interoperability of systems and portability of data, especially between sectors, between private and public sectors and between different communities/constituencies of actors, including consideration of cybersecurity issues and analysing the use and re-use potential, especially in view of use of data across sectors. Envisaged architectures and systems should enable correct allocation and enforcement of data-related rights, obligations and responsibilities across the life cycle. Proposals should address relevant human language issues at all stages of data life cycle, addressing the social and cultural factors as necessary. Systems and approaches should be able to process human-generated and human-related data (e.g. speech, text, images) and put data into context (including cultural, linguistic and social context). Likewise, the seamless integration of “human in the loop” (whenever full automation is not possible/desirable) should be considered and implemented where applicable. To achieve this, proposals should consider multidisciplinary research and involve all necessary competences in the consortium.\nProposed actions should build on or seek collaboration with existing projects and develop synergies with other relevant European, national or regional initiatives, funding programmes and platforms. Based on an analysis of cross-fertilisation potential of data re-use, the proposal should include use cases or pilots addressing or involving at least three different common European Data spaces and/or related ecosystems. In particular, they should create links with the Data Spaces support centre funded under the Digital Europe programme, and work in close collaboration with the emerging Common European data spaces in order to ensure interoperability and coordination of data architectures. Proposals should build on existing standards or contribute to standardisation. Interoperability for data sharing should be addressed, in line with the European Interoperability Framework (EIF), and contributing to open, standardized and trusted federated concepts, enabling cross-domain data sharing and data markets.\nThis topic implements the co-programmed European Partnership on AI, data and robotics.\nSpecific Topic Conditions:Activities are expected to start at TRL 2-3 and achieve TRL 4-5 by the end of the project – see General Annex B\n[1] FAIR = Findable, Accessible, Interoperable, Re-usable\n[2]https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A52020DC0066\n[3]https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=celex%3A32016R0679","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL4-2023-DATA-01-02"}]}}
{"id":"101162297","acronym":"MENTORING","name":"Addressing malnutrition and metabolic health in non-communicable diseases through precision Nutrition: impact in quality of life and prognosis of lung cancer patients.","offer":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients. Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts. Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles. This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates. By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes. This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments. The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","objective":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients. Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts. Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles. This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates. By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes. This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments. The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalSourceVersion":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","textHash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301","sourceUrl":"https://cordis.europa.eu/project/id/101162297","country":"ES","participantCountries":["DE","ES","IT","PT"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-28 19:39:12","locations":[],"goal":2,"goalIds":[2,3],"rels":[{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"supported","strength":"strong","assertionId":"mapping:ceacd9426ebb606c4d8235dabdccf01cd61683c0d7458a1ca0579bc6663bd729","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.”","modality":"planned","hypothesis":null,"quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","reason":"purpose: The project explicitly states its goal is to enhance nutritional and metabolic statuses (s3, s7) through personalized dietary plans (s4), satisfying the condition for improving nutrition.\nscope: The contribution concerns people's nutrition needs (s3, s6) by targeting malnutrition and metabolic impairments, meeting the scope condition without requiring a specific country.","checks":[{"evidence_ids":["s3","s4","s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly states its goal is to enhance nutritional and metabolic statuses (s3, s7) through personalized dietary plans (s4), satisfying the condition for improving nutrition.","status":"supported"},{"evidence_ids":["s3","s6","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns people's nutrition needs (s3, s6) by targeting malnutrition and metabolic impairments, meeting the scope condition without requiring a specific country.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"ceacd9426ebb606c4d8235dabdccf01cd61683c0d7458a1ca0579bc6663bd729","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T17:39:05.089061+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-458ae56651c3d981d19cebcc","activity_ref":"a4","claim_unit_candidates":["a4"],"end":654,"evidence_id":"s3","ownership":"current_project","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","quote_sha256":"90d0ccf24a10279648663376a5ed10ea03494d01182ac9edefa44cb50074556f","role":"activity","source_span_id":"4a9bd65ccbc949b734ab7280295fe7137455df7fe5ba4ee23c0df79979632130","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":277},"activityBinding":{"activity_ids":["act-458ae56651c3d981d19cebcc","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a4","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4","s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3","s6"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a4","a6","a9"],"scope":["a4","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":"The project explicitly targets nutritional and metabolic deficiencies (a4) using multi-omics models (a5) to generate personalized dietary guidance (a7) and outputs (a6, a8, a9) aimed at improving nutrition, which constitutes a stated pathway to improving nutrition.","selected_units":[{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:6f0b48a9a5940f5ec30632b8f08c197d67c47fcbe85447cee72ed4e0469220bf","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.”","modality":"planned","hypothesis":null,"quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","reason":"purpose: The project explicitly aims to enhance nutritional and metabolic status in lung cancer patients via multi-omics interventions, directly addressing human health.\nscope: The project targets lung cancer patients, a specific vulnerable population, with no geographic restrictions mentioned, satisfying the scope criteria.","checks":[{"evidence_ids":["s3","s4","s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to enhance nutritional and metabolic status in lung cancer patients via multi-omics interventions, directly addressing human health.","status":"supported"},{"evidence_ids":["s6","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets lung cancer patients, a specific vulnerable population, with no geographic restrictions mentioned, satisfying the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"6f0b48a9a5940f5ec30632b8f08c197d67c47fcbe85447cee72ed4e0469220bf","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-26T17:39:05.091487+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-458ae56651c3d981d19cebcc","activity_ref":"a4","claim_unit_candidates":["a4"],"end":654,"evidence_id":"s3","ownership":"current_project","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","quote_sha256":"90d0ccf24a10279648663376a5ed10ea03494d01182ac9edefa44cb50074556f","role":"activity","source_span_id":"4a9bd65ccbc949b734ab7280295fe7137455df7fe5ba4ee23c0df79979632130","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":277},"activityBinding":{"activity_ids":["act-458ae56651c3d981d19cebcc","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a4","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4","s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a6","a9"],"scope":["a7","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a6","a7","a9"],"pathway":"a4 -> a5 -> a6/a7/a9","selected_units":[{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"supported","strength":"strong","assertionId":"mapping:5952a1e9598ccb112f6ec7730556619dc1e98b2b8eb48ea680495b4eb7aa08a8","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.”","modality":"planned","hypothesis":null,"quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nLung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","reason":"purpose: Project explicitly aims to treat lung cancer (non-communicable disease) by enhancing nutritional/metabolic status to improve survival and quality of life, meeting the prevention/treatment and well-being criteria.\nscope: Selected limb concerns lung cancer (human non-communicable disease) and explicitly targets reducing premature mortality (survival rates) and promoting mental health (psychological distress), satisfying the scope condition.","checks":[{"evidence_ids":["s4","s7","s3"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to treat lung cancer (non-communicable disease) by enhancing nutritional/metabolic status to improve survival and quality of life, meeting the prevention/treatment and well-being criteria.","status":"supported"},{"evidence_ids":["s3","s4","s6","s7","s1","s2"],"id":"scope","missing_evidence":null,"reason":"Selected limb concerns lung cancer (human non-communicable disease) and explicitly targets reducing premature mortality (survival rates) and promoting mental health (psychological distress), satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"5952a1e9598ccb112f6ec7730556619dc1e98b2b8eb48ea680495b4eb7aa08a8","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-26T17:41:02.716804+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-19585df04710e7b6bf687e5c","activity_ref":"a6","claim_unit_candidates":["a6"],"end":820,"evidence_id":"s4","ownership":"current_project","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","quote_sha256":"784d99a6145e6f0c181b5c9236386111c2a0bb0b9fe4441cbec27041402d9ea2","role":"output","source_span_id":"3ba8a2308b99dc46f1fbced3d59a2f6fef57a4a02d41b456d4efb091e2558c00","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":655},"activityBinding":{"activity_ids":["act-458ae56651c3d981d19cebcc","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a4","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s7"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s3","s4","s6","s7"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a6","a9"],"scope":["a4","a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a6","a7","a9"],"pathway":"a4 -> a5 -> a6/a7/a9","selected_units":[{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["claim_unit_differs_from_model_choice","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"12.3","name":"By 2030,d","uri":"http://data.europa.eu/sdg/12.3","state":"no_mapping","strength":"partial","assertionId":"mapping:519d8527d0cce4fb0330bf5a20038c78539356fd5dc6ba2ef783878e791a3a53","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.\n\nLung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nBy combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","reason":"purpose: The project focuses on malnutrition and metabolic health in lung cancer patients, not on preventing or reducing food waste or losses in supply chains.\nscope: The source concerns malnutrition and metabolic health, not food loss or waste mechanisms or supply-chain stages required by SDG 12.3.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on malnutrition and metabolic health in lung cancer patients, not on preventing or reducing food waste or losses in supply chains.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The source concerns malnutrition and metabolic health, not food loss or waste mechanisms or supply-chain stages required by SDG 12.3.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1170,"kind":"text","quote":"By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.","start":821,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"519d8527d0cce4fb0330bf5a20038c78539356fd5dc6ba2ef783878e791a3a53","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"76caa6f50874e5e9cd5df070cdc7d2ee252684663b0a3d65a51f0b74f74a0e16","recordedAt":"2026-09-28T21:26:33.545689+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"5c4b9023edbf95e4e83ccb6252a7b019373f2c389dba70421fdf953f7d8c4603","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12.8","name":"By 2030, ensure that people everywhere have the relevant information and awareness for sustainable development and lifestyles in harmony with nature","uri":"http://data.europa.eu/sdg/12.8","state":"no_mapping","strength":"partial","assertionId":"mapping:a97fbe1de53ee166c1cb2095e8e46cb864fef01f654f9657894362175ede3ca4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","reason":"purpose: The project focuses on clinical outcomes (quality of life, survival) for lung cancer patients, not on providing information or awareness for sustainable development or lifestyles in harmony with nature.\nscope: The project explicitly states the intervention is designed to be easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments, satisfying the no country restriction condition.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on clinical outcomes (quality of life, survival) for lung cancer patients, not on providing information or awareness for sustainable development or lifestyles in harmony with nature.","status":"not_met"},{"evidence_ids":["s6","s1","s3"],"id":"scope","missing_evidence":null,"reason":"The project explicitly states the intervention is designed to be easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments, satisfying the no country restriction condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"a97fbe1de53ee166c1cb2095e8e46cb864fef01f654f9657894362175ede3ca4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e70d513bf692f67480272bb4628c60da0ea90abbf27c0805bd84a3829bf82d56","recordedAt":"2026-09-28T21:26:33.547666+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-789f43a231efb101a8276873"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s3"]}},"check_units":{"purpose":[],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-789f43a231efb101a8276873","conditions":"The approach is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","description":"The project will customise dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"5c4b9023edbf95e4e83ccb6252a7b019373f2c389dba70421fdf953f7d8c4603","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"2.1","name":"By 2030, end hunger and ensure access by all people, in particular the poor and people in vulnerable situations, including infants, to safe, nutritious and sufficient food all year round","uri":"http://data.europa.eu/sdg/2.1","state":"no_mapping","strength":"partial","assertionId":"mapping:8cc1877620b552cac056a4317f6957133e615124736f7d73e3ee544d15e1f454","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nBy combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","reason":"purpose: Project targets metabolic health and quality of life for lung cancer patients, not hunger or food access barriers.\nscope: Intended outcomes concern metabolic status and cancer prognosis, not human food access or hunger for vulnerable populations.","checks":[{"evidence_ids":["s3","s5","s4","s6","s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"Project targets metabolic health and quality of life for lung cancer patients, not hunger or food access barriers.","status":"not_met"},{"evidence_ids":["s3","s5","s4","s6","s7","s1","s2"],"id":"scope","missing_evidence":null,"reason":"Intended outcomes concern metabolic status and cancer prognosis, not human food access or hunger for vulnerable populations.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1170,"kind":"text","quote":"By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.","start":821,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"8cc1877620b552cac056a4317f6957133e615124736f7d73e3ee544d15e1f454","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cc2509ead9794afe3a7c5c352148529d19822f9e70e7ccf5c733d776ee049347","recordedAt":"2026-09-27T22:20:14.482518+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4cd9899842c80f9065524304","act-458ae56651c3d981d19cebcc","act-970dbad7d489719b4d29f87f","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a3","a4","a5","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s5","s4","s6","s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3","s5","s4","s6","s7"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a3","a4","a5","a6","a7","a8","a9"],"scope":["a3","a4","a5","a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":"a4 -> a5 -> a6/a7/a9","selected_units":[{"activity_id":"act-4cd9899842c80f9065524304","conditions":null,"description":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.","evidence_ids":["s3"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"background","support_eligible":false},{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-970dbad7d489719b4d29f87f","conditions":null,"description":"The project will develop holistic models able to predict individual responses to personalised dietary plans by combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:5bf940996e54414f7fde26494426e62a0acb3bdbce1eb4c9add77cc9ae9cd2eb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nBy combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","reason":"purpose: The project targets patient nutritional status and cancer outcomes, not sustainable food-production systems or agricultural practices.\nscope: The contribution is situated in healthcare and nutrition, not food production or agricultural practice, failing the scope condition.","checks":[{"evidence_ids":["s3","s5","s4","s6","s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project targets patient nutritional status and cancer outcomes, not sustainable food-production systems or agricultural practices.","status":"not_met"},{"evidence_ids":["s3","s5","s4","s6","s7","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The contribution is situated in healthcare and nutrition, not food production or agricultural practice, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1170,"kind":"text","quote":"By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.","start":821,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"5bf940996e54414f7fde26494426e62a0acb3bdbce1eb4c9add77cc9ae9cd2eb","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-27T22:20:14.484898+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4cd9899842c80f9065524304","act-458ae56651c3d981d19cebcc","act-970dbad7d489719b4d29f87f","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a3","a4","a5","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s5","s4","s6","s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3","s5","s4","s6","s7"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a3","a4","a5","a6","a7","a8","a9"],"scope":["a3","a4","a5","a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":"The project focuses on precision nutrition for lung cancer patients (a4, a6, a7, a9) rather than food production systems or agricultural practices (a5, a8).","selected_units":[{"activity_id":"act-4cd9899842c80f9065524304","conditions":null,"description":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.","evidence_ids":["s3"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"background","support_eligible":false},{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-970dbad7d489719b4d29f87f","conditions":null,"description":"The project will develop holistic models able to predict individual responses to personalised dietary plans by combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.c","name":"Substantially increase health financing and the recruitment, development, training and retention of the health workforce in developing countries, especially in least developed countries and small island developing States","uri":"http://data.europa.eu/sdg/3.c","state":"no_mapping","strength":"partial","assertionId":"mapping:121a1efbf387e81d920b0b281c21dd90b7e64633fd169e428240f628ee75556f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.\n\nThis will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.\n\nBy combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.\n\nThis precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.\n\nThe ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.\n\nMalnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.\n\nLung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","reason":"purpose: The project focuses on precision nutrition and metabolic health for lung cancer patients, not on increasing health financing or supporting health workforce recruitment, development, training, or retention.\nscope: While the project mentions translability to other populations, it does not explicitly direct contributions to developing countries or emphasize them as priorities, failing the scope condition.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on precision nutrition and metabolic health for lung cancer patients, not on increasing health financing or supporting health workforce recruitment, development, training, or retention.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5","s7"],"id":"scope","missing_evidence":null,"reason":"While the project mentions translability to other populations, it does not explicitly direct contributions to developing countries or emphasize them as priorities, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":654,"kind":"text","quote":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.MENTORING seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","start":277,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":820,"kind":"text","quote":"This will contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","start":655,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1170,"kind":"text","quote":"By combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics, we will develop holistic models able to predict individual responses to personalised dietary plans considering multiple nutritional and metabolic outcomes.","start":821,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1659,"kind":"text","quote":"This precision nutrition approach will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.This collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","start":1171,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":1843,"kind":"text","quote":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","start":1660,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":153,"kind":"text","quote":"Malnutrition represents a major burden for a large part of the population and, in particular, for vulnerable population groups like lung cancer patients.","start":0,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"},{"end":276,"kind":"text","quote":"Lung cancer is a global health crisis, with over 2.2 million new cases in 2020 and profound societal and economic impacts.","start":154,"text_hash":"10f079d8ee1050d12630337c60ceb5bb8ff765b1edc62813311fc6831bce9301"}],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","originalAssertionId":"121a1efbf387e81d920b0b281c21dd90b7e64633fd169e428240f628ee75556f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"aa82d39703ef552b0182b0df6257180fbc318e297bfaefb3ec9daf510fa49ac0","recordedAt":"2026-09-27T22:22:43.719238+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4cd9899842c80f9065524304","act-458ae56651c3d981d19cebcc","act-970dbad7d489719b4d29f87f","act-19585df04710e7b6bf687e5c","act-bc853f9674b44bd2f9b66c4f","act-787ea5954a5b5887cafc98c0","act-385af2ed78bcc47f76ace6dd"],"activity_refs":["a3","a4","a5","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4","s5","s6","s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5","s7"]}},"check_units":{"purpose":["a3","a4","a5","a6","a7","a8","a9"],"scope":["a7","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[{"activity_id":"act-4cd9899842c80f9065524304","conditions":null,"description":"Lung cancer patients suffer from reduced quality of life, psychological distress, comorbidities, and the challenges of frequent treatments, as well as malnutrition and metabolic complications.","evidence_ids":["s3"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"background","support_eligible":false},{"activity_id":"act-458ae56651c3d981d19cebcc","conditions":null,"description":"The MENTORING project seeks to enhance patients' nutritional and metabolic statuses by targeting deficiencies in macro- and micronutrients and restoring the microbiome and glycomic health profiles.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-970dbad7d489719b4d29f87f","conditions":null,"description":"The project will develop holistic models able to predict individual responses to personalised dietary plans by combining dietary assessment, nutritional and clinical biomarkers, immune-inflammatory signatures, anthropometry, genetics, glycomics, lung and gut microbiome, and food-related metabolomics.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-19585df04710e7b6bf687e5c","conditions":null,"description":"The project aims to contribute to improving the overall quality of life of lung cancer patients, increasing treatment efficacy, and potentially enhancing their survival rates.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-bc853f9674b44bd2f9b66c4f","conditions":null,"description":"The project will play a critical role in lung cancer care by customising dietary guidance based on an individual's genetic makeup, nutritional assessment, and health status to reduce cancer progression and increase quality of life.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-787ea5954a5b5887cafc98c0","conditions":null,"description":"The collaborative effort is tailored to the specific needs of Lung cancer patients, but it has been built in order to make it easily translatable to any other vulnerable population suffering from malnutrition or metabolic impairments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-385af2ed78bcc47f76ace6dd","conditions":null,"description":"The ultimate goal of MENTORING is to enhance patients' nutritional and metabolic statuses by using validated multi-omics approaches, potentially transforming the healthcare landscape.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"1903a497937ac352b675c35a780282d8f483b1f644baf1399d8626b4e8e441dc","sheet_sha256":"9b6e6200ca4aab9e6d26405042dd12883539344617671512c9371d44c29aa634","sheet_version":"mesh-activity-sheet-v3","source_version":"6b63afb03e01ec734c17b565f8c0e8e917e8025815652028166fd149dce2793a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.2","uri":"http://data.europa.eu/sdg/2.2","name":"By 2030, end all forms of malnutrition, including achieving, by 2025, the internationally agreed targets on stunting and wasting in children under 5 years of age, and address the nutritional needs of adolescent girls, pregnant and lactating women and older persons","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.c","uri":"http://data.europa.eu/sdg/2.c","name":"Adopt measures to ensure the proper functioning of food commodity markets and their derivatives and facilitate timely access to market information, including on food reserves, in order to help limit extreme food price volatility","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.8","uri":"http://data.europa.eu/sdg/3.8","name":"Achieve universal health coverage, including financial risk protection, access to quality essential health-care services and access to safe, effective, quality and affordable essential medicines and vaccines for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.d","uri":"http://data.europa.eu/sdg/3.d","name":"Strengthen the capacity of all countries, in particular developing countries, for early warning, risk reduction and management of national and global health risks","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"43c371103170b0eac38f51ccd0b5d1d541adcc58f4b8c9a69ccfc9bd10932576","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MENTORING","title":"Addressing malnutrition and metabolic health in non-communicable diseases through precision Nutrition: impact in quality of life and prognosis of lung cancer patients.","status":"SIGNED","startDate":"2024-09-01","endDate":"2028-08-31","ecSignatureDate":"2024-05-31","totalCost":4031666.25,"ecMaxContribution":4031666.25,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-EIC","masterCall":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","subCall":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","grantDoi":"10.3030/101162297","keywords":["Precision nutrition","metabolic health","lung cancer","glycans","omics","mechanistic modelling","digital platform","dietary interventions","microbiome","immuno-metabolic health."],"contentUpdateDate":"2026-06-28 19:39:12","topics":[{"code":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-03","title":"EIC Pathfinder Challenge: Precision Nutrition"}],"legalBasis":[{"code":"HORIZON.3.1","title":"The European Innovation Council (EIC)","main":true}],"euroSciVoc":[],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"FUNDACIÓN IMDEA NUTRICIÓN","shortName":"IMDEA NUTRICIÓN","role":"coordinator","country":"ES","city":"MADRID","activityType":"REC","sme":false,"ecContribution":999821.19,"totalCost":999821.19,"geolocation":[40.5825558,-4.0001147],"order":1},{"name":"DEUTSCHES KREBSFORSCHUNGSZENTRUM HEIDELBERG","shortName":"GERMAN CANCER RESEARCH CENTER","role":"participant","country":"DE","city":"Heidelberg","activityType":"REC","sme":false,"ecContribution":473663.75,"totalCost":473663.75,"geolocation":[49.414477017,8.671617959],"order":2},{"name":"I3S - INSTITUTO DE INVESTIGACAO E INOVACAO EM SAUDE DA UNIVERSIDADE DO PORTO","shortName":null,"role":"participant","country":"PT","city":"Porto","activityType":"REC","sme":false,"ecContribution":404182.5,"totalCost":404182.5,"geolocation":[41.14961,-8.61099],"order":3},{"name":"UNIVERSITA DEGLI STUDI DI PARMA","shortName":"UNIVERSITA DEGLI STUDI DI PARMA","role":"participant","country":"IT","city":"PARMA","activityType":"HES","sme":false,"ecContribution":1049437.5,"totalCost":1049437.5,"geolocation":[44.8013678,10.3280833],"order":4},{"name":"MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV","shortName":"MPG","role":"participant","country":"DE","city":"MUNCHEN","activityType":"REC","sme":false,"ecContribution":627375.0,"totalCost":627375.0,"geolocation":[52.5177,13.38949],"order":5},{"name":"SERVICIO MADRILENO DE SALUD","shortName":"SERMAS","role":"participant","country":"ES","city":"MADRID","activityType":"PUB","sme":false,"ecContribution":477186.31,"totalCost":477186.31,"geolocation":[40.476328032,-3.686088689],"order":6},{"name":"FUNDACION PARA LA INVESTIGACION E INNOVACION BIOMEDICA DEL HU INFANTA SOFIA Y DEL HENARES","shortName":null,"role":"thirdParty","country":"ES","city":"MADRID","activityType":"REC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[40.5422941,-3.6261923],"order":6}],"topicDetails":[{"identifier":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-03","title":"EIC Pathfinder Challenge: Precision Nutrition","callIdentifier":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","callTitle":"EIC Pathfinder Challenges 2023","programme":"Horizon Europe (HORIZON)","programmeDivisions":["The European Innovation Council (EIC)","Innovative Europe","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-EIC HORIZON EIC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2023-06-20","deadlineDates":["2023-10-25"],"budget":{"budgetByYear":{"2023":"163500000"},"expectedGrants":10,"minContribution":500000,"maxContribution":4000000,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:naScope:Background and scope\nDietary guidelines provide recommendations on foods, food groups and dietary patterns to achieve reference intakes of nutrients, prevent chronic diseases and maintain overall health in the general population. However, dietary recommendations are not sufficiently stratified across different categories such as age, gender, ethnicity, genetic predisposition to certain Food-related Health Conditions (FrHCs) such as but not limited to obesity and malnutrition) and Noncommunicable Chronic Diseases (NCDs) such as but not limited to diabetes and hypertension.\nThe role of diet in human health is increasingly being researched as a factor that could contribute to human health. The human diet can have a pro-inflammatory effect and can influence the immune system by different mechanisms including altering the glycome in a way to produce more pro-inflammatory antibodies. In addition, depending on the genetic predisposition of an individual, diet can play a role in the development of various FrHCs and NCDs. Also, diet has been shown to be associated with the dense and complex population of microorganisms that colonise the human gastrointestinal tract. Yet, despite current knowledge about the glycome, the susceptibility to different dietary regimes for FrHCs and NCDs requires additional interdisciplinary research, while nutrition, human gut microbiome and glycome research are still mostly compartmentalised.\nCommon dietary patterns, characterised by high sugar and red meat consumption, as well as overly processed food with a lot of additives, have been investigated as influential factors on human health, including through an increased risk of developing FrHCs and NCDs. The need to ensure the long-term sustainability of current food production amid concerns for global food security, reinforces the idea that additional food sources should be considered and human diet recommendations revised and adjusted to specific needs. A diet based on more plant-based food is certainly a very promising option which provides dietary fibres and a large array of phytochemicals.\nThis Challenge will only fund multi-disciplinary research proposals that include at least nutritional, microbiome and glycan research aspects. The research focus can be on one or more of the Challenge specific objectives. Proposals are expected to investigate the interactions among nutrition, human gut microbiome and glycans beyond the state-of-the-art, to better clarify the role of diet into human health, including for example the interactions of whole plant foods, highly processed food and fermented foods with the human gut microbiome and glycans.\nSince the response of the human gut microbiota to diet is highly individual, we encourage the integration of observational studies, randomised controlled trials, and mechanistic studies in animal models with a machine learning approach that can be applied to a large number of participants and large data sets from already available studies.\nProposals are expected to consider regulatory aspects and to build on the work carried out so far by the European Food and Safety Authority (EFSA).\nOverall goal and specific objectives\nThe goal of this Challenge is to investigate and provide scientific evidence of the role of diet in FrHCs and NCDs.\nThe specific objectives of this Challenge are:\n• Investigate causal relationships among diet, microbiome and glycans, with potential impact on personalising human diet.\n• Identify food ingredients, food technology processes, additives and dietary patterns that have negative effects on human health and, aging.\n• Identify food ingredients, food technology processes and additives that have a beneficial effect on human health, and aging.\n• Develop recommendations for the reformulation of new food products and processes with no- or fewer additives.\nExpected outcomes and impacts\nUnderstanding and establishing relationships between diet and the pathology of Food-related Health Conditions and Noncommunicable Chronic Diseases would enable the prevention and alleviation of the consequences of FrHCs and NCDs on health and well-being through changes in diet. This is foreseen through the evidence-based upgrade of the current dietary guidelines. In the long run, it is expected that project results will be the basis for the development of novel foods and processes which might decrease the incidence of FrHCs and NCDs among the general population, and a better quality of life for the individuals affected by these conditions.\nFor more details, see the EIC Work Programme 2023.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-03"}]}}
{"id":"101132285","acronym":"CLiViE","name":"Cultural Literacies’ Value in Europe","offer":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.  It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy. It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","objective":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.  It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy. It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalSourceVersion":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","textHash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8","sourceUrl":"https://cordis.europa.eu/project/id/101132285","country":"FI","participantCountries":["CZ","DE","FI","IT","LT","LV","NL","PL"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-07-06 13:04:22","locations":[],"goal":4,"goalIds":[4,16],"rels":[{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"supported","strength":"strong","assertionId":"mapping:0b46b55bebc92bd57de000a9e740e64136501595f3c13e7ccafd38671da45f56","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.”","modality":"planned","hypothesis":null,"quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.\n\nThe Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","reason":"purpose: The project produces outputs (communities of practice and professional development) designed to support targeted commissioning of activities that increase cultural literacy, directly promoting inclusive societies and access to justice.\nscope: The project targets cultural literacy development across various learning environments in Europe, explicitly meeting the scope condition of no country restriction.","checks":[{"evidence_ids":["s3","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project produces outputs (communities of practice and professional development) designed to support targeted commissioning of activities that increase cultural literacy, directly promoting inclusive societies and access to justice.","status":"supported"},{"evidence_ids":["s3","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets cultural literacy development across various learning environments in Europe, explicitly meeting the scope condition of no country restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1098,"kind":"text","quote":"It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","start":280,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"0b46b55bebc92bd57de000a9e740e64136501595f3c13e7ccafd38671da45f56","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-26T07:54:12.059833+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-cd21387312a64f94acd9816a","activity_ref":"a9","claim_unit_candidates":["a9","a10","a11"],"end":1903,"evidence_id":"s3","ownership":"current_project","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","quote_sha256":"c16cb72a5be02911799655015156a994fdc9e962c6c218c26661a17656a3d713","role":"output","source_span_id":"592c4c4b10a1d30afcc4828ffa374c8a08821b795795a25d70f6872bf331ab4e","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1099},"activityBinding":{"activity_ids":["act-cd21387312a64f94acd9816a","act-23fe834c73d728c56cdaae31","act-1bd9efe811cf3cae51181bf0"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-cd21387312a64f94acd9816a","conditions":null,"description":"The project produces a Theory of Change methodology and SROI framework for cultural literacies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-23fe834c73d728c56cdaae31","conditions":null,"description":"The project produces evidencing of value in arts-based education and collaborative pedagogy practices through communities of practice and a professional development programme.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-1bd9efe811cf3cae51181bf0","conditions":null,"description":"The project produces an innovative methodology for data gathering through emotional cartography.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"acbfbd2281e4936be3c5cc3642cbd5a4fa6ed02eae0a7cffec0fcce6b41613b5","sheet_sha256":"e91b0fa0cb880a14c619c47857cc2dbd26c05eba3214eef891d053dad8a3aa3c","sheet_version":"mesh-activity-sheet-v2","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"supported","strength":"strong","assertionId":"mapping:96a70500b10697e698ecd49d5f6845f4979b836ecff1da4917e3ee06063f188c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.”","modality":"planned","hypothesis":null,"quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.\n\nThe Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","reason":"purpose: The project explicitly plans to produce a professional development programme for arts educators, which expands meaningful lifelong-learning opportunities through stated educational pathways.\nscope: The project targets arts-based educators and young people, providing an identifiable learner population and educational opportunity within the project scope.","checks":[{"evidence_ids":["s3","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to produce a professional development programme for arts educators, which expands meaningful lifelong-learning opportunities through stated educational pathways.","status":"supported"},{"evidence_ids":["s3","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets arts-based educators and young people, providing an identifiable learner population and educational opportunity within the project scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1098,"kind":"text","quote":"It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","start":280,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"96a70500b10697e698ecd49d5f6845f4979b836ecff1da4917e3ee06063f188c","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-26T07:54:12.064852+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-cd21387312a64f94acd9816a","activity_ref":"a9","claim_unit_candidates":["a9","a10","a11"],"end":1903,"evidence_id":"s3","ownership":"current_project","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","quote_sha256":"c16cb72a5be02911799655015156a994fdc9e962c6c218c26661a17656a3d713","role":"output","source_span_id":"592c4c4b10a1d30afcc4828ffa374c8a08821b795795a25d70f6872bf331ab4e","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1099},"activityBinding":{"activity_ids":["act-cd21387312a64f94acd9816a","act-23fe834c73d728c56cdaae31","act-1bd9efe811cf3cae51181bf0"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-cd21387312a64f94acd9816a","conditions":null,"description":"The project produces a Theory of Change methodology and SROI framework for cultural literacies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-23fe834c73d728c56cdaae31","conditions":null,"description":"The project produces evidencing of value in arts-based education and collaborative pedagogy practices through communities of practice and a professional development programme.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-1bd9efe811cf3cae51181bf0","conditions":null,"description":"The project produces an innovative methodology for data gathering through emotional cartography.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"acbfbd2281e4936be3c5cc3642cbd5a4fa6ed02eae0a7cffec0fcce6b41613b5","sheet_sha256":"e91b0fa0cb880a14c619c47857cc2dbd26c05eba3214eef891d053dad8a3aa3c","sheet_version":"mesh-activity-sheet-v2","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","uri":"http://data.europa.eu/sdg/10.2","state":"no_mapping","strength":"partial","assertionId":"mapping:e6f5da4edc79da4ca314938699f6a785e5823fd9fbcd6a766ea823721484c4d2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.\n\nThe Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","reason":"purpose: The project explicitly aims to produce a ToC and SROI framework to increase understanding of cultural literacy's value on social cohesion, directly matching the concept's purpose.\nscope: The project targets 'young people' and 'Europe', but the official text requires inclusion of all irrespective of status (including age) and no geographic restriction, which the project's specific focus fails to meet.","checks":[{"evidence_ids":["s3","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to produce a ToC and SROI framework to increase understanding of cultural literacy's value on social cohesion, directly matching the concept's purpose.","status":"supported"},{"evidence_ids":["s3","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets 'young people' and 'Europe', but the official text requires inclusion of all irrespective of status (including age) and no geographic restriction, which the project's specific focus fails to meet.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1098,"kind":"text","quote":"It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","start":280,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"e6f5da4edc79da4ca314938699f6a785e5823fd9fbcd6a766ea823721484c4d2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59627f89eb503a68f556415fcd3503993fa0cdfc7c4620198fe91359c5416f46","recordedAt":"2026-09-28T20:13:58.326757+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-c332eb5a473162c62f90dac5","act-cd21387312a64f94acd9816a","act-09376a5f2fd4425d65aed00c","act-5264d1f5b179aac0b2dc9376"],"activity_refs":["a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a9","a10","a11"],"scope":["a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-c332eb5a473162c62f90dac5","conditions":null,"description":"The work programme topic requires three main research outcomes regarding cultural literacies, arts-based education, and data gathering.","evidence_ids":["s3"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"background","support_eligible":false},{"activity_id":"act-cd21387312a64f94acd9816a","conditions":null,"description":"The project produces a Theory of Change methodology and SROI framework for cultural literacies.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-09376a5f2fd4425d65aed00c","conditions":null,"description":"The project produces evidencing of value in arts-based education and collaborative pedagogy practices through co-creation of communities of practice and a professional development programme.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-5264d1f5b179aac0b2dc9376","conditions":null,"description":"The project engages in an innovative methodology for data gathering through emotional cartography to allow young people to find a voice.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"153531d3976752a0db0eb31baa9dffcf090b26be6d812961b457a1793881824e","sheet_sha256":"69a52b63f684a892008e1e13fe14836e94b99cfe004b11623f245f84fe7e2a3b","sheet_version":"mesh-activity-sheet-v3","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:a9f36ecbc2456ad03c4afce0af446c06508d85064677a40b74e5712e3b2694a3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","reason":"purpose: The project's stated purpose is to increase understanding of cultural literacy value, not to build means of implementation for sustainable development outside its own research.\nscope: The project targets young people in Europe for cultural literacy, lacking the specific implementation mechanism or development activity required by SDG 17.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project's stated purpose is to increase understanding of cultural literacy value, not to build means of implementation for sustainable development outside its own research.","status":"not_met"},{"evidence_ids":["s3"],"id":"scope","missing_evidence":null,"reason":"The project targets young people in Europe for cultural literacy, lacking the specific implementation mechanism or development activity required by SDG 17.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"a9f36ecbc2456ad03c4afce0af446c06508d85064677a40b74e5712e3b2694a3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T10:32:18.552007+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"153531d3976752a0db0eb31baa9dffcf090b26be6d812961b457a1793881824e","sheet_sha256":"69a52b63f684a892008e1e13fe14836e94b99cfe004b11623f245f84fe7e2a3b","sheet_version":"mesh-activity-sheet-v3","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:1f9115b5de677a162d12a8413d1837a30834eeff89c32006f7c991640bb37fa0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","reason":"purpose: The project aims to increase understanding of cultural literacy value, not to mobilize or share knowledge/expertise/finance for a partnership. No partnership mechanism is described.\nscope: The project targets 'Europe' and 'young people' generally. It does not evidence an actual partnership mechanism or explicitly target developing countries as a priority.","checks":[{"evidence_ids":["s1","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to increase understanding of cultural literacy value, not to mobilize or share knowledge/expertise/finance for a partnership. No partnership mechanism is described.","status":"not_met"},{"evidence_ids":["s1","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets 'Europe' and 'young people' generally. It does not evidence an actual partnership mechanism or explicitly target developing countries as a priority.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"1f9115b5de677a162d12a8413d1837a30834eeff89c32006f7c991640bb37fa0","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-26T07:54:12.063151+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"acbfbd2281e4936be3c5cc3642cbd5a4fa6ed02eae0a7cffec0fcce6b41613b5","sheet_sha256":"e91b0fa0cb880a14c619c47857cc2dbd26c05eba3214eef891d053dad8a3aa3c","sheet_version":"mesh-activity-sheet-v2","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:38e25731ed23aecb57e4ae0650bcffebfdb47b5c2ee88c833a27d6cfb062f431","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.\n\nIt has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","reason":"purpose: The project focuses on developing methodologies and practices for cultural literacy, not on strengthening public or civil-society partnerships.\nscope: No public or civil-society actor roles or partnership mechanisms are evidenced in the project description.","checks":[{"evidence_ids":["s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing methodologies and practices for cultural literacy, not on strengthening public or civil-society partnerships.","status":"not_met"},{"evidence_ids":["s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"No public or civil-society actor roles or partnership mechanisms are evidenced in the project description.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1098,"kind":"text","quote":"It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","start":280,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"38e25731ed23aecb57e4ae0650bcffebfdb47b5c2ee88c833a27d6cfb062f431","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cbb362db13ab1fa254c22041120c85f714ae5d0f266e4cbbb81b93cbaa2b4147","recordedAt":"2026-09-27T07:32:50.352576+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"153531d3976752a0db0eb31baa9dffcf090b26be6d812961b457a1793881824e","sheet_sha256":"db3670d6c62306486781cbaf35c18b8e661520f6ff7b2004e4ab1cc9bdf25c75","sheet_version":"mesh-activity-sheet-v3","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"4.7","name":"By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development","uri":"http://data.europa.eu/sdg/4.7","state":"no_mapping","strength":"partial","assertionId":"mapping:a8cbf11c068727b86b8e8d0a05d978c1303c544f2bc5404ebf9d0c5f45947db7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","reason":"purpose: The project aims to increase understanding of cultural literacy value, not to equip learners with knowledge or skills for sustainable development.\nscope: The project focuses on cultural literacy and social cohesion, lacking an explicit link to sustainable development components.","checks":[{"evidence_ids":["s1","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to increase understanding of cultural literacy value, not to equip learners with knowledge or skills for sustainable development.","status":"not_met"},{"evidence_ids":["s1","s3"],"id":"scope","missing_evidence":null,"reason":"The project focuses on cultural literacy and social cohesion, lacking an explicit link to sustainable development components.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"a8cbf11c068727b86b8e8d0a05d978c1303c544f2bc5404ebf9d0c5f45947db7","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ce95c5595409c37c7c3a3f8b17200dbf7b36641f5c229b1fde425c73695f7c40","recordedAt":"2026-09-26T07:54:12.066386+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"acbfbd2281e4936be3c5cc3642cbd5a4fa6ed02eae0a7cffec0fcce6b41613b5","sheet_sha256":"e91b0fa0cb880a14c619c47857cc2dbd26c05eba3214eef891d053dad8a3aa3c","sheet_version":"mesh-activity-sheet-v2","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"5.5","name":"Ensure women’s full and effective participation and equal opportunities for leadership at all levels of decision-making in political, economic and public life","uri":"http://data.europa.eu/sdg/5.5","state":"no_mapping","strength":"partial","assertionId":"mapping:3c829da09703904290d01a95515e33f60af985f1c0a1dec022d485789db9d3cf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.\n\nIt will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.\n\nIt has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","reason":"purpose: The project focuses on cultural literacy, social cohesion, and arts-based education, not women's participation in decision-making or leadership.\nscope: The project targets young people and arts educators, not women's decision-making or leadership in political, economic, or public life.","checks":[{"evidence_ids":["s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on cultural literacy, social cohesion, and arts-based education, not women's participation in decision-making or leadership.","status":"not_met"},{"evidence_ids":["s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets young people and arts educators, not women's decision-making or leadership in political, economic, or public life.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":278,"kind":"text","quote":"The Cultural Literacies’ Value in Europe (CLiViE) project develops and applies a Theory of Change (ToC) methodology and Social Return on Investment (SROI) framework  to increase our understanding of the value of cultural literacy through arts-based education on social cohesion.","start":0,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1098,"kind":"text","quote":"It will be delivered through four main phases: it ‘maps’ arts-based education within the context of cultural literacy learning across different learning environments and over different stages of a young person’s education; it ‘evaluates’ arts-based education to help identify and assess their actual outputs and outcomes; it ‘values’ arts-based education activities through calculating its impact to further contribute to our understanding of the 'where', 'when', 'what' and 'how' young people’s cultural literacies are developed, and differentiated in various learning environments; and it ‘practices’ pedagogies through developing an innovative set of practices and materials to support art-based educators to develop social justice and inclusion and improve the lives of young people through collaborative pedagogy.","start":280,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"},{"end":1903,"kind":"text","quote":"It has been designed to meet the three main research outcomes of the work programme topic: the ToC methodology and SROI framework for cultural literacies will directly increase our understanding of the value of cultural literacy on social cohesion; the evidencing of value in arts-based education and the collaborative pedagogy practices in cultural literacy through the co-creation of communities of practice (COPs) and a professional development programme (PDP) for arts educators will support the targeted commissioning of activities that will increase cultural literacy in Europe; and the innovative methodology for data gathering (and engaging) through emotional cartography allows young people to find a voice through more effective initiatives to foster cultural literacy around European cultures.","start":1099,"text_hash":"43f3526f8fb7dfe8c3bfb25e04bb65c31b6098bf4f7341745234b693137cabb8"}],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","originalAssertionId":"3c829da09703904290d01a95515e33f60af985f1c0a1dec022d485789db9d3cf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"6e67858b334f48097a238127f7d09d34515739ed8d9fc7367cdcbd1af4c55c18","recordedAt":"2026-09-28T20:13:58.327942+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2","a3","a4","a5","a6","a7","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"153531d3976752a0db0eb31baa9dffcf090b26be6d812961b457a1793881824e","sheet_sha256":"69a52b63f684a892008e1e13fe14836e94b99cfe004b11623f245f84fe7e2a3b","sheet_version":"mesh-activity-sheet-v3","source_version":"1c35a8e9ceb084eb6d3cf7417a001e560b7262c5e797df50484114d64ad1d245","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"10","uri":"http://data.europa.eu/sdg/10","name":"Reduce inequality within and among countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.1","uri":"http://data.europa.eu/sdg/4.1","name":"By 2030, ensure that all girls and boys complete free, equitable and quality primary and secondary education leading to relevant and effective learning outcomes","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.5","uri":"http://data.europa.eu/sdg/4.5","name":"By 2030, eliminate gender disparities in education and ensure equal access to all levels of education and vocational training for the vulnerable, including persons with disabilities, indigenous peoples and children in vulnerable situations","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.a","uri":"http://data.europa.eu/sdg/4.a","name":"Build and upgrade education facilities that are child, disability and gender sensitive and provide safe, non-violent, inclusive and effective learning environments for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.c","uri":"http://data.europa.eu/sdg/4.c","name":"By 2030, substantially increase the supply of qualified teachers, including through international cooperation for teacher training in developing countries, especially least developed countries and small island developing States","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"448ef3c1f4c2728be005e65fd265c1f1e052636dc39041e2c185d2d410796a5c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"CLiViE","title":"Cultural Literacies’ Value in Europe","status":"SIGNED","startDate":"2024-03-01","endDate":"2027-02-28","ecSignatureDate":"2023-10-26","totalCost":2999890.0,"ecMaxContribution":2999890.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-CL2-2023-HERITAGE-01","subCall":"HORIZON-CL2-2023-HERITAGE-01","grantDoi":"10.3030/101132285","keywords":["Social Cohesion","Theory of Change","SROI","arts-based education"],"contentUpdateDate":"2026-07-06 13:04:22","topics":[{"code":"HORIZON-CL2-2023-HERITAGE-01-07","title":"Promoting cultural literacy through arts education to foster social inclusion"}],"legalBasis":[{"code":"HORIZON.2.2","title":"Culture, creativity and inclusive society","main":true},{"code":"HORIZON.2.2.2","title":"Cultural Heritage","main":false}],"euroSciVoc":[{"code":"/29/105/573","path":"social sciences/educational sciences/didactics","title":"didactics"},{"code":"/29/105/571","path":"social sciences/educational sciences/pedagogy","title":"pedagogy"},{"code":"/23/45/293/911","path":"natural sciences/earth and related environmental sciences/physical geography/cartography","title":"cartography"},{"code":"/31/109","path":"humanities/arts","title":"arts"},{"code":"/29/89/1837","path":"social sciences/law/human rights","title":"human rights"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"HELSINGIN YLIOPISTO","shortName":null,"role":"coordinator","country":"FI","city":"Helsinki","activityType":"HES","sme":false,"ecContribution":662555.15,"totalCost":662555.15,"geolocation":[60.169481,24.950862],"order":1},{"name":"UNIVERZITA KARLOVA","shortName":"CU","role":"participant","country":"CZ","city":"Praha 1","activityType":"HES","sme":false,"ecContribution":271618.75,"totalCost":271618.75,"geolocation":[50.086387601,14.42394301],"order":2},{"name":"STICHTING DEFENCE FOR CHILDREN INTERNATIONAL NEDERLAND - ECPAT NEDERLAND","shortName":"DCI-ECPAT","role":"participant","country":"NL","city":"Leiden","activityType":"OTH","sme":false,"ecContribution":69297.35,"totalCost":69297.35,"geolocation":[52.1588693,4.494174],"order":3},{"name":"DAUGAVPILS UNIVERSITATE","shortName":"Daugavpils Universitate","role":"participant","country":"LV","city":"Daugavpils","activityType":"HES","sme":false,"ecContribution":235942.5,"totalCost":235942.5,"geolocation":[55.88333,26.53333],"order":4},{"name":"JULIAN COCHRAN FOUNDATION","shortName":null,"role":"participant","country":"PL","city":"Warsaw","activityType":"OTH","sme":false,"ecContribution":189687.5,"totalCost":189687.5,"geolocation":[52.253339350000005,20.968789670197538],"order":5},{"name":"ASOCIACIJA KURYBINES JUNGTYS","shortName":null,"role":"participant","country":"LT","city":"VILNIUS","activityType":"OTH","sme":false,"ecContribution":180437.5,"totalCost":180437.5,"geolocation":[54.6870458,25.2829111],"order":6},{"name":"RIGAS STRADINA UNIVERSITATE","shortName":"RIGA STRADINS UNIVERSITY","role":"participant","country":"LV","city":"Riga","activityType":"HES","sme":false,"ecContribution":193337.5,"totalCost":193337.5,"geolocation":[56.953326486,24.055205651],"order":7},{"name":"SZKOLA GLOWNA HANDLOWA W WARSZAWIE","shortName":"SGH","role":"participant","country":"PL","city":"WARSZAWA","activityType":"HES","sme":false,"ecContribution":138375.0,"totalCost":138375.0,"geolocation":[52.22254,21.01218],"order":8},{"name":"SINFONIA VARSOVIA","shortName":"SINFONIA VARSOVIA","role":"participant","country":"PL","city":"WARSZAWA","activityType":"PUB","sme":false,"ecContribution":126812.5,"totalCost":126812.5,"geolocation":[52.2472474,21.07089305861836],"order":9},{"name":"TECHNISCHE UNIVERSITAET MUENCHEN","shortName":"TUM","role":"participant","country":"DE","city":"Muenchen","activityType":"HES","sme":false,"ecContribution":339950.0,"totalCost":339950.0,"geolocation":[48.14885402,11.567998012],"order":10},{"name":"UNIVERSITA' DEGLI STUDI DI MILANO-BICOCCA","shortName":"UNIMIB","role":"participant","country":"IT","city":"Milano","activityType":"HES","sme":false,"ecContribution":253937.5,"totalCost":253937.5,"geolocation":[45.518267511,9.2138276013],"order":11},{"name":"VYTAUTO DIDZIOJO UNIVERSITETAS","shortName":"VMU","role":"participant","country":"LT","city":"Kaunas","activityType":"HES","sme":false,"ecContribution":215126.25,"totalCost":215126.25,"geolocation":[54.899154196,23.915063079],"order":12},{"name":"HELSINGIN NUORTEN MIESTEN KRISTILLINEN YHDISTYS RY","shortName":null,"role":"participant","country":"FI","city":"Helsinki","activityType":"OTH","sme":false,"ecContribution":122812.5,"totalCost":122812.5,"geolocation":[60.1726635,24.947891976811448],"order":13}],"topicDetails":[{"identifier":"HORIZON-CL2-2023-HERITAGE-01-07","title":"Promoting cultural literacy through arts education to foster social inclusion","callIdentifier":"HORIZON-CL2-2023-HERITAGE-01","callTitle":"Research and innovation on cultural heritage and CCIs - 2023","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Cultural Heritage","Culture, creativity and inclusive society","Global Challenges and European Industrial Competitiveness"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2022-12-13","deadlineDates":["2023-03-13"],"budget":{"budgetByYear":{"2023":"9000000"},"expectedGrants":3,"minContribution":2000000,"maxContribution":3000000,"deadlineModel":"single-stage"},"keywords":["Cultural studies, cultural diversity"],"description":"Expected Outcome:Projects should contribute to all of the following expected outcomes:\n• Increase understanding of the value of cultural literacy on social cohesion and the increase of tolerance on cultural diversity.\n• Provide innovative policy solutions that will increase cultural literacy in Europe through formal and non-formal education, as well as ways to integrate them into the education policies.\n• Foster cultural literacy around European cultures.\nScope:Cultural literacy may help individuals encounter cultural differences and to elaborate one’s own identity in a respectful social interaction with other people. Cultural literacy is necessary in the current European landscape, which has been intensified due to the various socioeconomic challenges, including misinformation, demographic change and migration, increasing the plurality of cultures and identities. Existing research has examined the importance of cultural literacy, its value in formal and non-formal education, while has examined ways to improve cultural literacy in Europe. However, the challenge is to better understand the value of cultural literacy on social cohesion and inclusion, how we could exploit its benefits through arts in education and what are the best practices/ policies to further integrate it in school and out of school activities. Education and education policies are a key to increasing resilience and cohesion in Europe, however, cultural literacy in education differs among the European countries, while the current policies in Europe commonly have a narrow and normative notion on how to implement this in practice.\nResearch proposals should first analyse the role of arts in the different stages of education (primary, secondary and/or higher education), including in non-formal education (especially in cases when non-formal education methods are integrated in formal education curricula) as well as how arts education can enhance/promote cultural literacy, aiming to develop prosperous, inclusive, and sustainable societies.\nThe research under this topic should examine the value/impact of cultural literacy on social cohesion and cultural diversity, and analyse how it can assist on the inclusion of disadvantaged groups and minorities into the cultural and social life. This analysis should include an indicative/representative examination of educational systems where cultural literacy education is well integrated as well as systems where it is less integrated or even absent (vis a vis indicators on multicultural competence).\nThe research proposals should examine the implementation/development of cultural literacy in Europe in the different stages of education including in non-formal education (taking also into consideration digital experiences) and identify the main barriers and needs for the integration of cultural literacy in education policies. Using the results of previous funded projects under H2020, the proposals should also analyse existing proposed solutions for the inclusion of cultural literacy in formal and informal forms of education and provide recommendations for effective actions for increased access of children and young people on cultural literacy. Proposals should take into consideration digital solutions, such as the interactive digital arts and ludic literacy. Proposals should include a lifelong learning perspective (early childhood education and care, school, vocational education and training and higher education, non-formal learning), and include national, regional and local support for partnerships (for example between schools and arts and cultural heritage organisations), while may consider the role of CCIs.\nEurope needs policies and practices that seek to advance social cohesion and inclusion in a way that reflects the increasingly diverse reality of today’s Europe, supports respect for diversity and difference, and enables the growth of young people’s identities. Therefore, the proposals under this topic should develop innovative policy solutions/recommendations to increase cultural literacy to positively affect society and provide ways that those solutions could be integrated into the education policies in Europe. The proposals should also propose methods that will help countries better assessing the impacts of cultural literacy on the inclusion of all children and young people.\nThe participation of countries with diverse educational policies is encouraged.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL2-2023-HERITAGE-01-07"}]}}
{"id":"852600","acronym":"Lacto-Be","name":"Advancing Lactobacillus’ beneficial potential","offer":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems. Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods. However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g. chickens, honey bees), plants, crops, and even on abiotic surfaces. In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed. Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored. Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species. I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli. By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","objective":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems. Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods. However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g. chickens, honey bees), plants, crops, and even on abiotic surfaces. In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed. Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored. Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species. I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli. By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalSourceVersion":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","textHash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb","sourceUrl":"https://cordis.europa.eu/project/id/852600","country":"BE","participantCountries":["BE"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2025-09-15 11:52:24","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:0e52dfc8ecae9a0452e057e9ec95b9b3aed5cab350a794ff9f1091a7bc04b0cb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project analyzes Lactobacillus species across diverse niches (gut, skin, plants, animals) but does not explicitly target oceans, seas, or marine resources for conservation or sustainable use.\nscope: The project scope covers human body sites, animals, plants, and abiotic surfaces. It does not include marine ecosystems or resources, failing the requirement for a marine focus.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project analyzes Lactobacillus species across diverse niches (gut, skin, plants, animals) but does not explicitly target oceans, seas, or marine resources for conservation or sustainable use.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project scope covers human body sites, animals, plants, and abiotic surfaces. It does not include marine ecosystems or resources, failing the requirement for a marine focus.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"0e52dfc8ecae9a0452e057e9ec95b9b3aed5cab350a794ff9f1091a7bc04b0cb","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-28T04:28:49.863869+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.a","name":"Increase scientific knowledge, develop research capacity and transfer marine technology, taking into account the Intergovernmental Oceanographic Commission Criteria and Guidelines on the Transfer of Marine Technology, in order to improve ocean health and to enhance the contribution of marine biodiversity to the development of developing countries, in particular small island developing States and least developed countries","uri":"http://data.europa.eu/sdg/14.a","state":"no_mapping","strength":"partial","assertionId":"mapping:13928073d30c59faea3388fe87684c0e368ec1adfca71b01770e5bd465021887","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project aims to increase knowledge about Lactobacillus species in general niches (gut, skin, plants, animals), not specifically ocean health or marine biodiversity. The subject matter is terrestrial microbiology, not marine science.\nscope: The work focuses on Lactobacillus species found in the gut, skin, and plants, which are terrestrial environments. There is no evidence that the research targets marine environments, ocean health, or marine biodiversity.","checks":[{"evidence_ids":["s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to increase knowledge about Lactobacillus species in general niches (gut, skin, plants, animals), not specifically ocean health or marine biodiversity. The subject matter is terrestrial microbiology, not marine science.","status":"not_met"},{"evidence_ids":["s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The work focuses on Lactobacillus species found in the gut, skin, and plants, which are terrestrial environments. There is no evidence that the research targets marine environments, ocean health, or marine biodiversity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"13928073d30c59faea3388fe87684c0e368ec1adfca71b01770e5bd465021887","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1bb5777f08fd0688122c8f18944a7259cc989aff8fea1f1a1c0cb266b19010f4","recordedAt":"2026-09-28T04:30:39.459568+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:cdcaacf7582bb2722f65f0e15eda48844ad2cdc6be8e7c4997d37d7d91c9771e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.","reason":"purpose: The project analyzes Lactobacillus biology for food/health applications, not terrestrial ecosystem protection or sustainable management as required by SDG 15.\nscope: The subject is Lactobacillus species (microbes), not terrestrial ecosystems, forests, or land, failing the scope requirement for SDG 15.","checks":[{"evidence_ids":["s1","s5"],"id":"purpose","missing_evidence":null,"reason":"The project analyzes Lactobacillus biology for food/health applications, not terrestrial ecosystem protection or sustainable management as required by SDG 15.","status":"not_met"},{"evidence_ids":["s7","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The subject is Lactobacillus species (microbes), not terrestrial ecosystems, forests, or land, failing the scope requirement for SDG 15.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"cdcaacf7582bb2722f65f0e15eda48844ad2cdc6be8e7c4997d37d7d91c9771e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-28T04:30:39.463700+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-a18d42e9262427267f248656"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s5"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3","s4"]}},"check_units":{"purpose":[],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[{"activity_id":"act-a18d42e9262427267f248656","conditions":null,"description":"The project will conduct a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.6","name":"Promote fair and equitable sharing of the benefits arising from the utilization of genetic resources and promote appropriate access to such resources, as internationally agreed","uri":"http://data.europa.eu/sdg/15.6","state":"no_mapping","strength":"partial","assertionId":"mapping:53d85b324b225234b0f9260661841537a9e49b7998e47a9b87ce24006ced3fb9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project aims to analyze evolutionary history and ecology, not to promote fair and equitable sharing of benefits or access to genetic resources.\nscope: The project focuses on biological analysis and framework creation, lacking any governance pathway for access or benefit sharing of genetic resources.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to analyze evolutionary history and ecology, not to promote fair and equitable sharing of benefits or access to genetic resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project focuses on biological analysis and framework creation, lacking any governance pathway for access or benefit sharing of genetic resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"53d85b324b225234b0f9260661841537a9e49b7998e47a9b87ce24006ced3fb9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"53ff10ec92e236e19aff708f147d04f0cdccb1dc4f22603dc0e758c63a66e675","recordedAt":"2026-09-28T04:30:39.465174+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:e08816ebc0986ca7b63ae3564d5ca309be1f9d8dacd6adac20844e5b95b7658f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project aims to analyze evolutionary history and ecology of Lactobacillus, not to integrate biodiversity values into planning, development, or poverty reduction strategies as required by SDG 15.9.\nscope: The project produces a knowledge-based framework for strain selection, not an identifiable national or local planning, policy, or accounting process where biodiversity values are integrated.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to analyze evolutionary history and ecology of Lactobacillus, not to integrate biodiversity values into planning, development, or poverty reduction strategies as required by SDG 15.9.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project produces a knowledge-based framework for strain selection, not an identifiable national or local planning, policy, or accounting process where biodiversity values are integrated.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"e08816ebc0986ca7b63ae3564d5ca309be1f9d8dacd6adac20844e5b95b7658f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-28T04:30:39.466447+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.a","name":"Mobilize and significantly increase financial resources from all sources to conserve and sustainably use biodiversity and ecosystems","uri":"http://data.europa.eu/sdg/15.a","state":"no_mapping","strength":"partial","assertionId":"mapping:e86b042b264c3e0596c5608df9c9a2ebd8b7c98973f191933d09ca026d4016e8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","reason":"purpose: The project analyzes Lactobacillus biology for health and food applications, not for conserving biodiversity or ecosystems. No mobilization of financial resources for conservation is stated.\nscope: The project targets microbial species and food production, not biodiversity conservation or ecosystem sustainable use. No identifiable finance mechanism for these goals exists.","checks":[{"evidence_ids":["s1","s5"],"id":"purpose","missing_evidence":null,"reason":"The project analyzes Lactobacillus biology for health and food applications, not for conserving biodiversity or ecosystems. No mobilization of financial resources for conservation is stated.","status":"not_met"},{"evidence_ids":["s1","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets microbial species and food production, not biodiversity conservation or ecosystem sustainable use. No identifiable finance mechanism for these goals exists.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"e86b042b264c3e0596c5608df9c9a2ebd8b7c98973f191933d09ca026d4016e8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01bc8b1089a00785eb15c900cddcf0726341151a527b22f5561b8d1dd25075f0","recordedAt":"2026-09-28T04:32:04.329852+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.c","name":"Enhance global support for efforts to combat poaching and trafficking of protected species, including by increasing the capacity of local communities to pursue sustainable livelihood opportunities","uri":"http://data.europa.eu/sdg/15.c","state":"no_mapping","strength":"partial","assertionId":"mapping:15fa8ebdae405a19670773cfc7ba96b1e95e3b5d97534df5b3ef4379d92f0596","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project focuses on Lactobacillus biology and ecology, not combating poaching or trafficking of protected species.\nscope: The project does not address protected species or anti-poaching/trafficking efforts, failing the scope condition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on Lactobacillus biology and ecology, not combating poaching or trafficking of protected species.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project does not address protected species or anti-poaching/trafficking efforts, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"15fa8ebdae405a19670773cfc7ba96b1e95e3b5d97534df5b3ef4379d92f0596","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9062ba3eff1ed62043cf311076c70d79c5c39b0e1d0b99fc8cad625a284109af","recordedAt":"2026-09-28T04:32:04.334111+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:01b11913e03198807d5a5ad7899962ad8ca79da4bd7be65328858af0eeb9297f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","reason":"purpose: The project aims to analyze evolutionary history and ecology, not to reduce hunger or improve nutrition directly. Studying mechanisms does not constitute a pathway to food security outcomes.\nscope: While the project studies Lactobacillus in plants, it focuses on evolutionary history and strain selection frameworks, not on specific food production systems or addressing people's nutrition needs.","checks":[{"evidence_ids":["s1","s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to analyze evolutionary history and ecology, not to reduce hunger or improve nutrition directly. Studying mechanisms does not constitute a pathway to food security outcomes.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"While the project studies Lactobacillus in plants, it focuses on evolutionary history and strain selection frameworks, not on specific food production systems or addressing people's nutrition needs.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"01b11913e03198807d5a5ad7899962ad8ca79da4bd7be65328858af0eeb9297f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T19:49:32.866579+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":"a6 -> a7 -> a8","selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.8","name":"Achieve universal health coverage, including financial risk protection, access to quality essential health-care services and access to safe, effective, quality and affordable essential medicines and vaccines for all","uri":"http://data.europa.eu/sdg/3.8","state":"no_mapping","strength":"partial","assertionId":"mapping:3fd4f736173f59558bff7644c09e8c9846c5664549bf905faba06178f19aa36d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project analyzes evolutionary history and ecology to understand beneficial functions, but does not explicitly contribute to a specific component of the official text (e.g., access to medicines/vaccines) through a stated mechanism.\nscope: The project's scope is restricted to Lactobacillus species and does not address the official text's requirement for 'universal' coverage or specific restricted populations/sectors as defined in the concept.","checks":[{"evidence_ids":["s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project analyzes evolutionary history and ecology to understand beneficial functions, but does not explicitly contribute to a specific component of the official text (e.g., access to medicines/vaccines) through a stated mechanism.","status":"not_met"},{"evidence_ids":["s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project's scope is restricted to Lactobacillus species and does not address the official text's requirement for 'universal' coverage or specific restricted populations/sectors as defined in the concept.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"3fd4f736173f59558bff7644c09e8c9846c5664549bf905faba06178f19aa36d","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3cf4340cbf977b514a41f35b852c1693009168932c763cfb6727200e15a2f6b1","recordedAt":"2026-09-28T23:00:09.319924+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9"],"pathway":"a7 -> a8 -> a9","selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"aebdd5bcaa71d02f29adfaff9a1cb173dfb0d1791ae21d148b14b59dc87cebb1","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:8841c5431eab066aca2c8561bb663899effa07a2bc091b3ec1b6fda2d5393821","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project investigates beneficial functions of Lactobacillus in diverse niches (gut, skin, plants, animals) but does not explicitly target reducing illness from hazardous chemicals or pollution.\nscope: The project does not connect Lactobacillus to specific hazardous chemical or pollution exposure; it focuses on general beneficial potential and evolutionary history across various environments.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project investigates beneficial functions of Lactobacillus in diverse niches (gut, skin, plants, animals) but does not explicitly target reducing illness from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project does not connect Lactobacillus to specific hazardous chemical or pollution exposure; it focuses on general beneficial potential and evolutionary history across various environments.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"8841c5431eab066aca2c8561bb663899effa07a2bc091b3ec1b6fda2d5393821","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T23:00:09.334833+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9"],"pathway":"a7 -> a8 -> a9","selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"aebdd5bcaa71d02f29adfaff9a1cb173dfb0d1791ae21d148b14b59dc87cebb1","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:75fe98ef204e2d4c080ee59f9750cbfe8af640e2c53ff64f492214cb1073ec0f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.\n\nSince Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.\n\nHowever, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.\n\nchickens, honey bees), plants, crops, and even on abiotic surfaces.\n\nIn addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.\n\nYet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.\n\nTherefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.\n\nI propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.\n\nBy looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","reason":"purpose: The project analyzes Lactobacillus biology and ecology for food, health, and fermentation, with no stated activity addressing water, sanitation, or water-related ecosystems.\nscope: The project targets microbes in food, health, and fermentation niches. No water system, resource, pollutant pathway, or water-related ecosystem is identified as a beneficiary.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project analyzes Lactobacillus biology and ecology for food, health, and fermentation, with no stated activity addressing water, sanitation, or water-related ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets microbes in food, health, and fermentation niches. No water system, resource, pollutant pathway, or water-related ecosystem is identified as a beneficiary.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":143,"kind":"text","quote":"Lactobacillus bacteria have a strong, but underexplored potential as sustainable bio-based solutions for many food and health-related problems.","start":0,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":363,"kind":"text","quote":"Since Nobel-laureate Eli Metchnikoff hypothesized that lactic acid bacteria can promote human health in the gut, the research on lactobacilli and probiotics has mainly focused on the human gut and fermented dairy foods.","start":144,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":535,"kind":"text","quote":"However, a major knowledge gap exists on the beneficial potential of Lactobacillus species in other human body sites (vagina, skin, upper respiratory tract), animals (e.g.","start":364,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":603,"kind":"text","quote":"chickens, honey bees), plants, crops, and even on abiotic surfaces.","start":536,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":769,"kind":"text","quote":"In addition, lactobacilli play a key role in many plant- and vegetable-based fermentations, where they promote the shelf life and nutritional value of food and feed.","start":604,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":887,"kind":"text","quote":"Yet, why and how Lactobacillus species can be beneficial in such a wide variety of niches is currently underexplored.","start":770,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1056,"kind":"text","quote":"Therefore, the core aim of this project is a systematic and integrated analysis of the evolutionary history, ecology, and beneficial functions of Lactobacillus species.","start":888,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1330,"kind":"text","quote":"I propose an unconventional approach situated at the intersections of molecular microbiology (focusing on a single microbe), molecular ecology (focusing on microbial communities) and comparative genomics with an evolutionary perspective on niche adaptation of lactobacilli.","start":1057,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"},{"end":1541,"kind":"text","quote":"By looking deeper into Lactobacillus biology, a paradigm shift can be made moving from a classical ad hoc base to a unique knowledge-based framework for strain selection and analysis of fitness and performance.","start":1331,"text_hash":"7cbe831c940b67a3b8356a59c3b92bf3ba2db7807d4887728b2f80ebd2343ccb"}],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","originalAssertionId":"75fe98ef204e2d4c080ee59f9750cbfe8af640e2c53ff64f492214cb1073ec0f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-28T04:32:04.337218+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"bb1fb8617d82132faad7fc14dbb6604803a6efde326718bdd13a6213c81d1867","sheet_sha256":"fbd6f0a7bf022b56d076627f62d4ef83d4ee2fed99e4ccd4a23429b7c766a02b","sheet_version":"mesh-activity-sheet-v3","source_version":"c3e32fc059333c42fb43d1e32753b85e3180544bd0aad8891224ec0c03d52da5","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.4","uri":"http://data.europa.eu/sdg/15.4","name":"By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.b","uri":"http://data.europa.eu/sdg/6.b","name":"Support and strengthen the participation of local communities in improving water and sanitation management","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"44fd6a374a8bc5cc2e857892793b30d2b9c008fccd4e415b9cd05f5105a17134","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"Lacto-Be","title":"Advancing Lactobacillus’ beneficial potential","status":"CLOSED","startDate":"2020-03-01","endDate":"2025-02-28","ecSignatureDate":"2020-02-03","totalCost":1499581.0,"ecMaxContribution":1499581.0,"frameworkProgramme":"H2020","fundingScheme":"ERC-STG","masterCall":"ERC-2019-STG","subCall":"ERC-2019-STG","grantDoi":"10.3030/852600","keywords":["probiotics","mode of action","evolutionary history","niche adaptation","niche flexibility","bacteria-host interactions","exopolysacchariden","non-ribosomal peptide synthetases"],"contentUpdateDate":"2025-09-15 11:52:24","topics":[{"code":"ERC-2019-STG","title":"ERC Starting Grant"}],"legalBasis":[{"code":"H2020-EU.1.1.","title":"EXCELLENT SCIENCE - European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/23/49/337","path":"natural sciences/biological sciences/genetics","title":"genetics"},{"code":"/23/49/341/1035","path":"natural sciences/biological sciences/microbiology/bacteriology","title":"bacteriology"},{"code":"/27/83/503","path":"agricultural sciences/animal and dairy science/dairy","title":"dairy"},{"code":"/23/49/335","path":"natural sciences/biological sciences/ecology","title":"ecology"},{"code":"/25/61/385/1151","path":"engineering and technology/industrial biotechnology/bioprocessing technologies/fermentation","title":"fermentation"}],"policyPriorities":null,"organisations":[{"name":"UNIVERSITEIT ANTWERPEN","shortName":"UANTWERPEN","role":"coordinator","country":"BE","city":"Antwerpen","activityType":"HES","sme":false,"ecContribution":1499581.0,"totalCost":1499581.0,"geolocation":[51.223165701,4.4107072355],"order":1}],"topicDetails":[{"identifier":"ERC-2019-STG","title":"ERC Starting Grant","callIdentifier":"ERC-2019-STG","callTitle":"Call for proposals for ERC Starting Grant","programme":"Horizon 2020 Framework Programme","programmeDivisions":["EC Treaty","Excellent Science","European Research Council (ERC)"],"typeOfAction":"ERC-STG Starting Grant","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2019":580000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Applicant Principal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their scientific proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years (The maximum award is reduced pro rata temporis for projects of a shorter duration. This does not apply to ongoing projects).\nHowever, up to an additional EUR 500 000 can be requested in the proposal to cover (a) eligible \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant and/or (b) the purchase of major equipment and/or (c) access to large facilities (As any additional funding is to cover major one-off costs it is not subject to pro-rata temporis reduction for projects of shorter duration. All funding requested is assessed during evaluation).\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigator shall have been awarded their first PhD at least 2 and up to 7 years prior to 1 January 2019. The effective elapsed time since the award of the first PhD can be reduced in certain properly documented circumstances.\nA competitive Starting Grant Principal Investigator must have already shown the potential for research independence and evidence of maturity, for example by having produced at least one important publication as main author or without the participation of their PhD supervisor. Applicant Principal Investigators should also be able to demonstrate a promising track record of early achievements appropriate to their research field and career stage, including significant publications (as main author) in major international peer-reviewed multidisciplinary scientific journals, or in the leading international peer-reviewed journals of their respective field. They may also demonstrate a record of invited presentations in well-established international conferences, granted patents, awards, prizes etc.\nFor further information please see the ERC Work Programme 2019.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2019-STG"}]}}
{"id":"101160901","acronym":"LOBBYMETRY","name":"Lobbying (A)symmetry: The Dynamics Behind Informed Policy","offer":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers. The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large. LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings. This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies. Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","objective":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers. The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large. LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings. This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies. Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalSourceVersion":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","textHash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23","sourceUrl":"https://cordis.europa.eu/project/id/101160901","country":"DK","participantCountries":["DK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-04-20 12:38:43","locations":[],"goal":16,"goalIds":[16],"rels":[{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"supported","strength":"strong","assertionId":"mapping:61bd0272558aae528863c60d0a5539c7df8004b80dba57ed6d321a1bad90f771","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.”","modality":"planned","hypothesis":null,"quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","reason":"purpose: The project explicitly plans to design institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation, directly promoting effective and accountable institutions.\nscope: The project addresses democratic challenges like underrepresentation of citizen interests in digital policy, which constitutes a social and institutional setting without country restrictions.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to design institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation, directly promoting effective and accountable institutions.","status":"supported"},{"evidence_ids":["s5","s2"],"id":"scope","missing_evidence":null,"reason":"The project addresses democratic challenges like underrepresentation of citizen interests in digital policy, which constitutes a social and institutional setting without country restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"61bd0272558aae528863c60d0a5539c7df8004b80dba57ed6d321a1bad90f771","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-26T08:06:30.247431+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-5f7824b96657eb8674de4a02","activity_ref":"a16","claim_unit_candidates":["a16","a17"],"end":1984,"evidence_id":"s5","ownership":"current_project","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","quote_sha256":"53ae133ae9ffe0c8542fece8a1c120e98fdd1c154273fb6aaeb054c5571e817c","role":"dissemination","source_span_id":"56d8511ecc8ab9e62419bfefc495cb9e0033733ae1a7e6a0347603d382701c94","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1720},"activityBinding":{"activity_ids":["act-5f7824b96657eb8674de4a02","act-54f3399f28f4d5312c244a82"],"activity_refs":["a16","a17"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a16","a17"],"scope":["a16","a17"]},"code_owned_checks":[],"model_selected_units":["a17"],"pathway":null,"selected_units":[{"activity_id":"act-5f7824b96657eb8674de4a02","conditions":null,"description":"The project's findings will speak to pressing democratic challenges such as the underrepresentation of citizen interests in digital policy.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a16","role":"dissemination","support_eligible":true},{"activity_id":"act-54f3399f28f4d5312c244a82","conditions":null,"description":"The project will design institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a17","role":"output","support_eligible":true}],"sheet_cache_key":"5dd32ac46df27abdd10db415775553d7cfb187f27d8038e82451a7b8bd9cb16e","sheet_sha256":"426d396ec4c63ff69e86c11b56e031adaa1e27c892d26e2f8ba93ea4a3e7b5a1","sheet_version":"mesh-activity-sheet-v2","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"16.7","name":"Ensure responsive, inclusive, participatory and representative decision-making at all levels","uri":"http://data.europa.eu/sdg/16.7","state":"supported","strength":"strong","assertionId":"mapping:2c8d3d57cfda72aa4707de501302d497c5373dc6d5cb4f0c19103e83c50ed496","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.”","modality":"planned","hypothesis":null,"quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.\n\nThe LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.\n\nLOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.\n\nThis innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","reason":"purpose: The project explicitly aims to design institutional interventions to improve consultation practices, lobbying regulation, and legislation quality, directly addressing responsive and inclusive decision-making.\nscope: The intended change involves improving consultation practices and lobbying regulation, with decisions occurring at the institutional level, satisfying the identifiable decision process condition.","checks":[{"evidence_ids":["s5","s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to design institutional interventions to improve consultation practices, lobbying regulation, and legislation quality, directly addressing responsive and inclusive decision-making.","status":"supported"},{"evidence_ids":["s5","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The intended change involves improving consultation practices and lobbying regulation, with decisions occurring at the institutional level, satisfying the identifiable decision process condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1381,"kind":"text","quote":"LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.","start":786,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1719,"kind":"text","quote":"This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","start":1382,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"2c8d3d57cfda72aa4707de501302d497c5373dc6d5cb4f0c19103e83c50ed496","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"caabc47e53e15b380c91d6e7712dacc39791d74b62d630de56785e2e137cd2eb","recordedAt":"2026-09-26T08:06:30.251482+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-5f7824b96657eb8674de4a02","activity_ref":"a16","claim_unit_candidates":["a16","a17"],"end":1984,"evidence_id":"s5","ownership":"current_project","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","quote_sha256":"53ae133ae9ffe0c8542fece8a1c120e98fdd1c154273fb6aaeb054c5571e817c","role":"dissemination","source_span_id":"56d8511ecc8ab9e62419bfefc495cb9e0033733ae1a7e6a0347603d382701c94","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1720},"activityBinding":{"activity_ids":["act-5f7824b96657eb8674de4a02","act-54f3399f28f4d5312c244a82"],"activity_refs":["a16","a17"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a16","a17"],"scope":["a16","a17"]},"code_owned_checks":[],"model_selected_units":["a17"],"pathway":null,"selected_units":[{"activity_id":"act-5f7824b96657eb8674de4a02","conditions":null,"description":"The project's findings will speak to pressing democratic challenges such as the underrepresentation of citizen interests in digital policy.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a16","role":"dissemination","support_eligible":true},{"activity_id":"act-54f3399f28f4d5312c244a82","conditions":null,"description":"The project will design institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a17","role":"output","support_eligible":true}],"sheet_cache_key":"5dd32ac46df27abdd10db415775553d7cfb187f27d8038e82451a7b8bd9cb16e","sheet_sha256":"426d396ec4c63ff69e86c11b56e031adaa1e27c892d26e2f8ba93ea4a3e7b5a1","sheet_version":"mesh-activity-sheet-v2","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:af9443d79895436d6ff61ca24843d38fa2b85c200bdfe34f0df854f635fc16b4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","reason":"purpose: The project studies lobbying asymmetries (mobilisation/information) affecting policy formation, not a mechanism of inequality within/among countries like income or rights.\nscope: The studied asymmetries are about lobbying dynamics, not the social/economic inequality, exclusion, or institutional imbalance defined by SDG 10.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project studies lobbying asymmetries (mobilisation/information) affecting policy formation, not a mechanism of inequality within/among countries like income or rights.","status":"not_met"},{"evidence_ids":["s1","s2"],"id":"scope","missing_evidence":null,"reason":"The studied asymmetries are about lobbying dynamics, not the social/economic inequality, exclusion, or institutional imbalance defined by SDG 10.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"af9443d79895436d6ff61ca24843d38fa2b85c200bdfe34f0df854f635fc16b4","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-27T07:50:42.979118+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:5904bb49fa7c2d0db871f6ac9a3401e44a60e989e52741cd19559512287de4a7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.\n\nLOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.\n\nThis innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.\n\nIts findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project investigates lobbying asymmetries and policymaker-lobbyist exchanges, not sustainable consumption or production patterns. No planned contribution to SDG 12 exists.\nscope: The project focuses on lobbying dynamics in policy fields, not identifiable consumption or production practices, systems, products, or resource flows required by SDG 12.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project investigates lobbying asymmetries and policymaker-lobbyist exchanges, not sustainable consumption or production patterns. No planned contribution to SDG 12 exists.","status":"not_met"},{"evidence_ids":["s2","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on lobbying dynamics in policy fields, not identifiable consumption or production practices, systems, products, or resource flows required by SDG 12.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1381,"kind":"text","quote":"LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.","start":786,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1719,"kind":"text","quote":"This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","start":1382,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"5904bb49fa7c2d0db871f6ac9a3401e44a60e989e52741cd19559512287de4a7","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-27T07:50:42.980814+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.6","name":"Encourage companies, especially large and transnational companies, to adopt sustainable practices and to integrate sustainability information into their reporting cycle","uri":"http://data.europa.eu/sdg/12.6","state":"no_mapping","strength":"partial","assertionId":"mapping:3273e6a9452039f9862ec8f76c255d7ce051d320c148965ef21650ca7bbbe443","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project addresses lobbying asymmetries and democratic challenges, not encouraging companies to adopt sustainable practices or integrate sustainability reporting.\nscope: The project targets policymakers and interest organisations, not companies as the intended actors for adopting practices or reporting change.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project addresses lobbying asymmetries and democratic challenges, not encouraging companies to adopt sustainable practices or integrate sustainability reporting.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project targets policymakers and interest organisations, not companies as the intended actors for adopting practices or reporting change.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"3273e6a9452039f9862ec8f76c255d7ce051d320c148965ef21650ca7bbbe443","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cfe28b188d3f3a9edf711e49575bf0abe997398bdccfe73fd1e58c9b11adc1ca","recordedAt":"2026-09-27T07:52:27.763322+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"no_mapping","strength":"partial","assertionId":"mapping:f99731b0c108e5253a89f40b00147f206bdc9bfb177e8b533da4ae1bb3747ab5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.\n\nLOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.\n\nThis innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.\n\nIts findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project studies lobbying asymmetries in climate and digital policy but does not explicitly combat climate change through a stated mitigation or adaptation pathway.\nscope: Climate change is not a substantive object of the activity; the project focuses on lobbying dynamics within climate policy, not the impacts of climate change itself.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project studies lobbying asymmetries in climate and digital policy but does not explicitly combat climate change through a stated mitigation or adaptation pathway.","status":"not_met"},{"evidence_ids":["s2","s3","s5"],"id":"scope","missing_evidence":null,"reason":"Climate change is not a substantive object of the activity; the project focuses on lobbying dynamics within climate policy, not the impacts of climate change itself.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1381,"kind":"text","quote":"LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.","start":786,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1719,"kind":"text","quote":"This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","start":1382,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"f99731b0c108e5253a89f40b00147f206bdc9bfb177e8b533da4ae1bb3747ab5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T07:52:27.766650+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:c85971787fbd3b8fc364001c7d8e06cc14ce10105277f149d30bdbb46c22b3ca","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project aims to inform institutional interventions (regulation, consultation) but does not explicitly strengthen a means of implementation like capacity, finance, or data access for development.\nscope: The intended beneficiaries are 'citizen interests' in 'digital policy' (developed countries), failing to identify a specific sustainable-development activity or beneficiaries in developing countries.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to inform institutional interventions (regulation, consultation) but does not explicitly strengthen a means of implementation like capacity, finance, or data access for development.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The intended beneficiaries are 'citizen interests' in 'digital policy' (developed countries), failing to identify a specific sustainable-development activity or beneficiaries in developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"c85971787fbd3b8fc364001c7d8e06cc14ce10105277f149d30bdbb46c22b3ca","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ca3ef492333c8a28f7bf91c796c87ea3a94721144d218526442b64cd905af3b9","recordedAt":"2026-09-27T07:52:27.769761+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a14"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:0e7054f1be38be0a44c68010a41d55a4a9540e1da1763aa30da8bbba674a9b7e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project aims to study lobbying asymmetries and inform policy design, not to encourage or strengthen public/civil-society partnerships.\nscope: The project focuses on lobbying dynamics and policy outcomes, lacking evidence of public or civil-society actor roles or partnership mechanisms.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to study lobbying asymmetries and inform policy design, not to encourage or strengthen public/civil-society partnerships.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on lobbying dynamics and policy outcomes, lacking evidence of public or civil-society actor roles or partnership mechanisms.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"0e7054f1be38be0a44c68010a41d55a4a9540e1da1763aa30da8bbba674a9b7e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cbb362db13ab1fa254c22041120c85f714ae5d0f266e4cbbb81b93cbaa2b4147","recordedAt":"2026-09-27T07:52:27.771155+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"2ff93f4b891713951fc3b882d6d80221c6369895e6689424d92fbce6476714fa","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"5.5","name":"Ensure women’s full and effective participation and equal opportunities for leadership at all levels of decision-making in political, economic and public life","uri":"http://data.europa.eu/sdg/5.5","state":"no_mapping","strength":"partial","assertionId":"mapping:93049b72bda6d64c00e949ee185e8a68e5de5a6155e0d79e28a31d6b7a4742dd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.\n\nLOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.\n\nThis innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.\n\nIts findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project focuses on lobbying asymmetries and policy mechanisms, not women's participation or leadership in decision-making.\nscope: The project addresses general democratic challenges and lobbying regulation, lacking explicit focus on women's decision-making or leadership.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on lobbying asymmetries and policy mechanisms, not women's participation or leadership in decision-making.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project addresses general democratic challenges and lobbying regulation, lacking explicit focus on women's decision-making or leadership.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1381,"kind":"text","quote":"LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.","start":786,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1719,"kind":"text","quote":"This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","start":1382,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"93049b72bda6d64c00e949ee185e8a68e5de5a6155e0d79e28a31d6b7a4742dd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"6e67858b334f48097a238127f7d09d34515739ed8d9fc7367cdcbd1af4c55c18","recordedAt":"2026-09-28T20:23:16.749416+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"864f1b856b7da532b7d413eefb7f616434f13da23d5f91747e62555e6f95c1f7","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"5.c","name":"Adopt and strengthen sound policies and enforceable legislation for the promotion of gender equality and the empowerment of all women and girls at all levels","uri":"http://data.europa.eu/sdg/5.c","state":"no_mapping","strength":"partial","assertionId":"mapping:bbff53f4e3069ff540d079a60a6552dbefadc52a0c694a2277439f80bb13b860","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.\n\nThe LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.\n\nLOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.\n\nThis innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.\n\nIts findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","reason":"purpose: The project focuses on lobbying asymmetries and policy mechanisms, not gender equality or women's empowerment.\nscope: The project targets climate and digital policy in Europe, not women, children, or indigenous peoples.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on lobbying asymmetries and policy mechanisms, not gender equality or women's empowerment.","status":"not_met"},{"evidence_ids":["s2","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets climate and digital policy in Europe, not women, children, or indigenous peoples.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":248,"kind":"text","quote":"The LOBBYMETRY project addresses two types of imbalances in lobbying: 1) mobilisation asymmetries, which exclude some actors from the policy debate, and 2) information asymmetries, which empower specific groups in their exchanges with policymakers.","start":0,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":785,"kind":"text","quote":"The LOBBYMETRY project analyses these asymmetries and their relationship to each other, as well as their effects on the ways in which sectional and public interests feed into policymaking.The project studies these asymmetries across populations of interest organisations in twelve European countries and at European Union level, as well as within the climate and digital policy fields, that vary strongly in mobilisation asymmetries and constitute areas where well- or ill-informed policies have vast consequences for humanity at large.","start":249,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1381,"kind":"text","quote":"LOBBYMETRY strives to open the black-box of policymaker-lobbyist information exchange within these areas, develop measures of informational quality and accuracy in lobbying, and evaluate how and when lobbying pulls outcomes away from the public interest.Methodologically, the project combines cross-country surveys including an AI-aided survey experiment, cross-venue data on 100 issues in climate and digital policy, and different forms of participant observation of the information exchanges between policymakers and interest organisations in i) natural and ii) researcher-controlled settings.","start":786,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1719,"kind":"text","quote":"This innovative combination of methods will generate unprecedented quantitative and qualitative evidence on lobbyist-policymaker information exchange in varying contexts.If successful, the project will shed light on a serious blind spot in the state-of-the-art literature: the mechanisms through which lobbying actually informs policies.","start":1382,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"},{"end":1984,"kind":"text","quote":"Its findings will speak to pressing democratic challenges, such as the underrepresentation of citizen interests in digital policy, and the design of institutional interventions to improve consultation practices, lobbying regulation, and the quality of legislation.","start":1720,"text_hash":"4d8d153e16d1863d8fb9f6706586a51cd96f60ec705af273b85a9afdba781c23"}],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","originalAssertionId":"bbff53f4e3069ff540d079a60a6552dbefadc52a0c694a2277439f80bb13b860","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"76ed26778ff5b13049304f89efed294af4145874b08667568ad7eaecdff72eeb","recordedAt":"2026-09-28T20:23:16.751180+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a14"],"pathway":null,"selected_units":[],"sheet_cache_key":"eba4eab95ad3d614cd247dc7e1b17f680ec62e73b19ff326d8b181ed7cf2a301","sheet_sha256":"864f1b856b7da532b7d413eefb7f616434f13da23d5f91747e62555e6f95c1f7","sheet_version":"mesh-activity-sheet-v3","source_version":"f5af0b8a231eb1150bd6fb6d6d636864e449c1b35878fccac3fa518b11313610","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"10.6","uri":"http://data.europa.eu/sdg/10.6","name":"Ensure enhanced representation and voice for developing countries in decision-making in global international economic and financial institutions in order to deliver more effective, credible, accountable and legitimate institutions","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"12.7","uri":"http://data.europa.eu/sdg/12.7","name":"Promote public procurement practices that are sustainable, in accordance with national policies and priorities","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13.2","uri":"http://data.europa.eu/sdg/13.2","name":"Integrate climate change measures into national policies, strategies and planning","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"16.10","uri":"http://data.europa.eu/sdg/16.10","name":"Ensure public access to information and protect fundamental freedoms, in accordance with national legislation and international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"16.5","uri":"http://data.europa.eu/sdg/16.5","name":"Substantially reduce corruption and bribery in all their forms","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"16.8","uri":"http://data.europa.eu/sdg/16.8","name":"Broaden and strengthen the participation of developing countries in the institutions of global governance","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4623dd05bac34685a42b6529dde58cfdf1be9eeddb0d20224e8375100d51b0c7","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"LOBBYMETRY","title":"Lobbying (A)symmetry: The Dynamics Behind Informed Policy","status":"SIGNED","startDate":"2025-04-01","endDate":"2030-10-31","ecSignatureDate":"2024-11-21","totalCost":1499043.0,"ecMaxContribution":1499043.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2024-STG","subCall":"ERC-2024-STG","grantDoi":"10.3030/101160901","keywords":["Lobbying","Public Policy","Information Provision","Political Mobilisation","Digital Policy","Climate Policy","Interest Representation"],"contentUpdateDate":"2026-04-20 12:38:43","topics":[{"code":"ERC-2024-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/29/97/87917856/539","path":"social sciences/political sciences/political policies/public policies","title":"public policies"},{"code":"/25/73/453/1217","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/digital electronics","title":"digital electronics"},{"code":"/23/45/30018/30032/30055","path":"natural sciences/earth and related environmental sciences/atmospheric sciences/climatology/climatic changes","title":"climatic changes"},{"code":"/31/115/563/49932688","path":"humanities/other humanities/library sciences/digital humanities","title":"digital humanities"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"KOBENHAVNS UNIVERSITET","shortName":"UCPH","role":"coordinator","country":"DK","city":"KOBENHAVN","activityType":"HES","sme":false,"ecContribution":1499043.0,"totalCost":1499043.0,"geolocation":[55.67452,12.56442],"order":1}],"topicDetails":[{"identifier":"ERC-2024-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2024-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2023-07-11","deadlineDates":["2023-11-07"],"budget":{"budgetByYear":{"2024":"601300000"},"expectedGrants":387,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition, and feasibility of their research proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2024. Cut-off dates: Successful defence of PhD between 1 January 2017 and 31 December 2021 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2024.\nA competitive Starting Grant Principal Investigator should have already shown evidence of the potential for research independence, for example by having produced at least one important publication as main author or without the participation of their PhD supervisor. When submitting their proposal, the CV and a Track Record should include personal details, education, key qualifications, current position(s) and relevant previous positions, a list of up to ten research outputs that demonstrate how the applicant has advanced knowledge in their field, with an emphasis on more recent achievements, and a list of selected examples of significant peer recognition. A short explanation of the significance of the selected outputs, the role of the applicant in producing each of them, and how they demonstrate the applicant’s capacity to successfully carry out their proposed project may be included, as well as a short explanation of the importance of the listed examples of significant peer recognition. The applicant may also include relevant additional information on career breaks, diverse career paths, and life events, as well as any particularly noteworthy contributions to the research community. These will provide context to the evaluation panels when assessing the Principal Investigator’s research achievements and peer recognition in relation to their career stage.\nFor further information, please see the ERC Work Programme 2024.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2024-STG"}]}}
{"id":"101101404","acronym":"COCOLIH2T","name":"COmposite COnformal LIquid H2 Tank","offer":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft. The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced. Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue). COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety. COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs. Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations. Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems. The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible. COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","objective":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft. The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced. Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue). COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety. COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs. Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations. Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems. The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible. COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalSourceVersion":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","textHash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59","sourceUrl":"https://cordis.europa.eu/project/id/101101404","country":"IE","participantCountries":["FR","IE","IT","NL","PL","UK","US"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-03-10 16:54:31","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:455c7cd68d8ce10f39a8d7d85995e9e24bdd85bc3528dd343221787e2118423c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.”","modality":"planned","hypothesis":null,"quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.\n\nAlternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","reason":"purpose: The project explicitly proposes and plans to develop a disruptive conformal tank technology (s4, s5, s8) intended for the aviation sector, with a specific demonstration milestone at TRL4 by 2026 (s9), satisfying the stated uptake pathway condition.\nscope: The project's own work addresses the development of a specific usable technology: a conformal variable section box-shape liquid hydrogen tank based on multi-material thermoplastic composites (s4, s5, s6, s8), which constitutes an identifiable technological innovation.","checks":[{"evidence_ids":["s4","s5","s8","s9","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly proposes and plans to develop a disruptive conformal tank technology (s4, s5, s8) intended for the aviation sector, with a specific demonstration milestone at TRL4 by 2026 (s9), satisfying the stated uptake pathway condition.","status":"supported"},{"evidence_ids":["s4","s5","s6","s8","s9","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project's own work addresses the development of a specific usable technology: a conformal variable section box-shape liquid hydrogen tank based on multi-material thermoplastic composites (s4, s5, s6, s8), which constitutes an identifiable technological innovation.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"455c7cd68d8ce10f39a8d7d85995e9e24bdd85bc3528dd343221787e2118423c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T09:46:47.770151+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-fd7b0219989d7528dd3b78dc","activity_ref":"a5","claim_unit_candidates":["a5"],"end":1465,"evidence_id":"s5","ownership":"current_project","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","quote_sha256":"2e2729b77549fd1a2fdf42c25c3139df35b6cdee280649680fddfc59307c8357","role":"output","source_span_id":"c99a0780b756a607af4ca1a97fb4c8e2f3e07c3e4daed83b172ab926d1976fa4","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1086},"activityBinding":{"activity_ids":["act-badd87a28c182dc4d3d9186d","act-fd7b0219989d7528dd3b78dc","act-ed116ded6297f527928b9635","act-d50d07f23737baebb39ef112","act-8eae698e6eb17d0c985f5bb9"],"activity_refs":["a4","a5","a6","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s8","s9"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s8","s9"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a8","a9"],"scope":["a4","a5","a6","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":"The project develops a novel conformal liquid hydrogen tank technology (a5, a6, a8) and plans to demonstrate the system at TRL4 by 2026 (a9), establishing a stated uptake pathway for this new technology in the aviation sector.","selected_units":[{"activity_id":"act-badd87a28c182dc4d3d9186d","conditions":null,"description":"The COCOLIH2T consortium led by Collins Aerospace proposes a disruptive concept focused on reducing the tank's weight and volume while ensuring system safety.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-fd7b0219989d7528dd3b78dc","conditions":null,"description":"The project will develop a safe composite and vacuum insulated liquid hydrogen tank and design a conformal tank through novel fabrication technologies.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true},{"activity_id":"act-ed116ded6297f527928b9635","conditions":null,"description":"The proposed multi-material thermoplastic composite tank structure is intended to facilitate aircraft structural integration to support overall system weight reduction.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-d50d07f23737baebb39ef112","conditions":"minimizing boil-off leakages wherever possible","description":"The project will tackle the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing boil-off leakages.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-8eae698e6eb17d0c985f5bb9","conditions":"by 2026","description":"The COCOLIH2T overall system will be demonstrated at TRL4 by 2026.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:184d887fcc30126e512146f8a8db82ecad93b55bda99cce4217be67249f2afb1","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.”","modality":"planned","hypothesis":null,"quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nAlternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","reason":"purpose: The project proposes a disruptive industrial process change (conformal tank design) aimed at reducing weight and volume, which directly improves resource-use efficiency in aviation infrastructure.\nscope: The project targets the manufacturing of conformal liquid hydrogen tanks for aircraft, identifying the industrial activity of aerospace manufacturing and the mechanism of weight/volume reduction for resource efficiency.","checks":[{"evidence_ids":["s4","s5","s8","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project proposes a disruptive industrial process change (conformal tank design) aimed at reducing weight and volume, which directly improves resource-use efficiency in aviation infrastructure.","status":"supported"},{"evidence_ids":["s4","s5","s6","s8","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets the manufacturing of conformal liquid hydrogen tanks for aircraft, identifying the industrial activity of aerospace manufacturing and the mechanism of weight/volume reduction for resource efficiency.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"184d887fcc30126e512146f8a8db82ecad93b55bda99cce4217be67249f2afb1","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-27T08:42:18.256247+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-fd7b0219989d7528dd3b78dc","activity_ref":"a5","claim_unit_candidates":["a5"],"end":1465,"evidence_id":"s5","ownership":"current_project","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","quote_sha256":"2e2729b77549fd1a2fdf42c25c3139df35b6cdee280649680fddfc59307c8357","role":"output","source_span_id":"c99a0780b756a607af4ca1a97fb4c8e2f3e07c3e4daed83b172ab926d1976fa4","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1086},"activityBinding":{"activity_ids":["act-badd87a28c182dc4d3d9186d","act-fd7b0219989d7528dd3b78dc","act-ed116ded6297f527928b9635","act-d50d07f23737baebb39ef112"],"activity_refs":["a4","a5","a6","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s8"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s8"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a8"],"scope":["a4","a5","a6","a8"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a8"],"pathway":"industrial_process_change","selected_units":[{"activity_id":"act-badd87a28c182dc4d3d9186d","conditions":null,"description":"The COCOLIH2T consortium led by Collins Aerospace proposes a disruptive concept focused on reducing the tank's weight and volume while ensuring system safety.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-fd7b0219989d7528dd3b78dc","conditions":null,"description":"The project will develop a safe composite and vacuum insulated liquid hydrogen tank and design a conformal tank through novel fabrication technologies.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true},{"activity_id":"act-ed116ded6297f527928b9635","conditions":null,"description":"The proposed multi-material thermoplastic composite tank structure is intended to facilitate aircraft structural integration to support overall system weight reduction.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-d50d07f23737baebb39ef112","conditions":"minimizing boil-off leakages wherever possible","description":"The project will tackle the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing boil-off leakages.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true}],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:574ae5f58c2c597b3c85c21a492b62ace79f2f261d34ea7f5961fe04be29f7eb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project focuses on hydrogen storage for aviation, not cities or human settlements. No activity targets urban inclusivity, safety, or sustainability.\nscope: The intervention is for aviation aircraft, not cities or settlements. The setting is explicitly excluded from the SDG 11 scope definition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on hydrogen storage for aviation, not cities or human settlements. No activity targets urban inclusivity, safety, or sustainability.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The intervention is for aviation aircraft, not cities or settlements. The setting is explicitly excluded from the SDG 11 scope definition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"574ae5f58c2c597b3c85c21a492b62ace79f2f261d34ea7f5961fe04be29f7eb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-27T08:38:39.265010+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:51d75bca1b660587e755eaa34b633c5ac9dbc97db3e8ccc2bced863be521a907","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.\n\nAlternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","reason":"purpose: The project develops a new product (conformal tank) rather than changing existing production or consumption patterns. It does not alter how hydrogen is currently produced, consumed, or used in the aviation sector.\nscope: The affected practice is the production and use of liquid hydrogen tanks in the aviation sector, which is explicitly identified as the target system for the proposed conformal tank design.","checks":[{"evidence_ids":["s4","s5","s6","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project develops a new product (conformal tank) rather than changing existing production or consumption patterns. It does not alter how hydrogen is currently produced, consumed, or used in the aviation sector.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s8","s9","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The affected practice is the production and use of liquid hydrogen tanks in the aviation sector, which is explicitly identified as the target system for the proposed conformal tank design.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"51d75bca1b660587e755eaa34b633c5ac9dbc97db3e8ccc2bced863be521a907","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T12:40:14.700428+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-badd87a28c182dc4d3d9186d","act-560411bd7d163ef18274d999","act-e10d3161d85e1aef4a8f7d51","act-7bc64eb0e60fd90a348d19b0","act-34ec95ed94e2fc67fe46c5dc","act-8eae698e6eb17d0c985f5bb9"],"activity_refs":["a4","a5","a6","a7","a9","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s8","s9"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s8","s9"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":[],"scope":["a4","a5","a6","a7","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a9","a10"],"pathway":null,"selected_units":[{"activity_id":"act-badd87a28c182dc4d3d9186d","conditions":null,"description":"The COCOLIH2T consortium led by Collins Aerospace proposes a disruptive concept focused on reducing the tank's weight and volume while ensuring system safety.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-560411bd7d163ef18274d999","conditions":null,"description":"The project will develop a safe composite and vacuum insulated liquid hydrogen tank for the aviation sector.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"output","support_eligible":true},{"activity_id":"act-e10d3161d85e1aef4a8f7d51","conditions":null,"description":"The project aims to design and manufacture a conformal tank through novel fabrication technologies enabling reduced production energy consumption and time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-7bc64eb0e60fd90a348d19b0","conditions":null,"description":"The proposed tank structure based on a multi-material thermoplastic composite concept is intended to facilitate aircraft structural integration to support overall system weight reduction.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-34ec95ed94e2fc67fe46c5dc","conditions":"minimizing boil-off leakages wherever possible","description":"The project will tackle the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing boil-off leakages wherever possible.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-8eae698e6eb17d0c985f5bb9","conditions":"by 2026","description":"The COCOLIH2T overall system will be demonstrated at TRL4 by 2026.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1ee2ca9fda4ccca215737a1dc54ab8052c19a90968a18b910f38ebd83b063a85","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:6ee1e11e4f13a9c863bdba36bf68fb0ff8a7d514e79476b08893c84f28213744","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nAlternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project develops a hydrogen storage tank to reduce weight and energy consumption, not to manage chemicals or waste. The source does not state a change in chemical or waste management practices.\nscope: The project focuses on hydrogen storage technology for aviation, not on the management of chemicals or waste streams. No release pathway or environmental impact of chemicals/waste is identified.","checks":[{"evidence_ids":["s4","s5","s6","s8"],"id":"purpose","missing_evidence":null,"reason":"The project develops a hydrogen storage tank to reduce weight and energy consumption, not to manage chemicals or waste. The source does not state a change in chemical or waste management practices.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project focuses on hydrogen storage technology for aviation, not on the management of chemicals or waste streams. No release pathway or environmental impact of chemicals/waste is identified.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"6ee1e11e4f13a9c863bdba36bf68fb0ff8a7d514e79476b08893c84f28213744","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T12:40:14.703170+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1ee2ca9fda4ccca215737a1dc54ab8052c19a90968a18b910f38ebd83b063a85","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"no_mapping","strength":"partial","assertionId":"mapping:400733e8abc1151b7f62116a5e03d1451a39cc33d0060e97bc80ed0232e52382","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","reason":"purpose: The project aims to minimize boil-off leakages (waste), but the condition requires preventing or reducing waste generation. Minimizing leakage of a stored fuel is not equivalent to reducing solid waste generation or enabling recycling/reuse.\nscope: The activity targets minimizing boil-off leakages (gaseous hydrogen loss), which is not an identifiable solid waste stream, discarded material, or a waste-generating process as defined by the scope criteria.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to minimize boil-off leakages (waste), but the condition requires preventing or reducing waste generation. Minimizing leakage of a stored fuel is not equivalent to reducing solid waste generation or enabling recycling/reuse.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The activity targets minimizing boil-off leakages (gaseous hydrogen loss), which is not an identifiable solid waste stream, discarded material, or a waste-generating process as defined by the scope criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"400733e8abc1151b7f62116a5e03d1451a39cc33d0060e97bc80ed0232e52382","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b753377d6c455a9b01a509559597fa082e9cfb776b7ea3d97a4728b43d993e0b","recordedAt":"2026-09-27T08:38:39.268165+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.1","name":"Strengthen resilience and adaptive capacity to climate-related hazards and natural disasters in all countries","uri":"http://data.europa.eu/sdg/13.1","state":"no_mapping","strength":"partial","assertionId":"mapping:103abaa2471f3389bd0825798a3bd522594b20e478489b961630a9ab06403a23","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project focuses on hydrogen storage efficiency and weight reduction for aviation, not strengthening resilience to climate hazards or natural disasters.\nscope: The project targets the aviation sector exclusively, failing to identify an exposed population, institution, ecosystem, or infrastructure in the required context.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on hydrogen storage efficiency and weight reduction for aviation, not strengthening resilience to climate hazards or natural disasters.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets the aviation sector exclusively, failing to identify an exposed population, institution, ecosystem, or infrastructure in the required context.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"103abaa2471f3389bd0825798a3bd522594b20e478489b961630a9ab06403a23","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b74bcdceef54aa5378471f7c067861e33fba22f4d1221068f35a9a10998cb382","recordedAt":"2026-09-28T20:43:29.975700+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1ee2ca9fda4ccca215737a1dc54ab8052c19a90968a18b910f38ebd83b063a85","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:4d4e6f9a35918fed3b2533ecbe934e643600d8b4f6aef93e93a871ed6f2b13fa","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project addresses hydrogen storage for aviation, not hazardous chemical pollution or human illness. No pathway to reducing deaths from pollution is stated.\nscope: The project focuses on hydrogen tank engineering for aviation, not connecting chemical exposure to human health harm or pollution reduction.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project addresses hydrogen storage for aviation, not hazardous chemical pollution or human illness. No pathway to reducing deaths from pollution is stated.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project focuses on hydrogen tank engineering for aviation, not connecting chemical exposure to human health harm or pollution reduction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"4d4e6f9a35918fed3b2533ecbe934e643600d8b4f6aef93e93a871ed6f2b13fa","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T20:45:48.141655+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1ee2ca9fda4ccca215737a1dc54ab8052c19a90968a18b910f38ebd83b063a85","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:5bbf8f86cc2a1c826958b26f50c1dd060453a518f7d3bd1d4f2f5c9592f22ca1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: Project focuses on hydrogen storage and aircraft weight reduction, not water, sanitation, or water-related ecosystems.\nscope: Project targets aviation hydrogen tanks; no water resource, quality, or sanitation system is identified or benefited.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on hydrogen storage and aircraft weight reduction, not water, sanitation, or water-related ecosystems.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"Project targets aviation hydrogen tanks; no water resource, quality, or sanitation system is identified or benefited.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"5bbf8f86cc2a1c826958b26f50c1dd060453a518f7d3bd1d4f2f5c9592f22ca1","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T08:40:28.132173+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.3","name":"By 2030, improve water quality by reducing pollution, eliminating dumping and minimizing release of hazardous chemicals and materials, halving the proportion of untreated wastewater and substantially increasing recycling and safe reuse globally","uri":"http://data.europa.eu/sdg/6.3","state":"no_mapping","strength":"partial","assertionId":"mapping:52b44718f4c601b61d3e6498eab96a09419df3dc0bb20d8ccdfd5b3d264437b5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project focuses on hydrogen storage for aviation, not water quality improvement or pollution reduction as required by SDG 6.3.\nscope: The project addresses hydrogen storage in aircraft, which is unrelated to water contamination, wastewater, or safe water recycling/reuse.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on hydrogen storage for aviation, not water quality improvement or pollution reduction as required by SDG 6.3.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses hydrogen storage in aircraft, which is unrelated to water contamination, wastewater, or safe water recycling/reuse.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"52b44718f4c601b61d3e6498eab96a09419df3dc0bb20d8ccdfd5b3d264437b5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"705b8fe5e2afa9b6fcaeee71320e1ecd587670fe50416b823680b5c85f49b3a8","recordedAt":"2026-09-27T08:40:28.134871+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:8e1382bcaab493765c5e201356da6dbaa3c0d65b976429256cba2faf57dc9ca2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.\n\nThe safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.\n\nImprovements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).\n\nCOCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.\n\nCOCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.\n\nAdditionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.\n\nDemo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.\n\nThe key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.\n\nCOCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","reason":"purpose: The project focuses on hydrogen storage for aviation, not water or sanitation. No stated mechanism for international cooperation or capacity building exists.\nscope: The project addresses hydrogen storage for aviation, which is unrelated to the required water or sanitation domain.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on hydrogen storage for aviation, not water or sanitation. No stated mechanism for international cooperation or capacity building exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses hydrogen storage for aviation, which is unrelated to the required water or sanitation domain.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":273,"kind":"text","quote":"Alternative fuels such as hydrogen (H2) are seen as playing a central role in a zero-emission future for aviation, but the level of penetration for H2 will depend heavily on scientific and technological breakthroughs to overcome the challenges posed by H2 powered aircraft.","start":0,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":482,"kind":"text","quote":"The safe and efficient storage of H2 on-board future aircraft is the essential enabler of H2 technologies and will be one of the most complex aerospace engineering challenges that the industry has ever faced.","start":274,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":892,"kind":"text","quote":"Improvements to existing state-of-the-art solutions includes a better utilization of the available space for fuel storage, adequate insulation techniques to minimize heat leak, continued safe operations, and a weight reduction through low-weight materials, such as thermoset or thermoplastic composites, all while addressing those materials’ inherent challenges (permeability, microcracking, thermal fatigue).","start":483,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1465,"kind":"text","quote":"COCOLIH2T will not only develop a safe composite and vacuum insulated LH2 tank for the aviation sector but has the ambition to go beyond by designing and manufacturing a conformal tank through novel fabrication technologies enabling a reduction of more than 60% in production energy consumption, at least 50% in production time leading to significantly lower manufacturing costs.","start":1086,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1723,"kind":"text","quote":"Additionally, the proposed structure of the tank, based on a multi-material thermoplastic composite concept, is intended to facilitate aircraft structural integration to support overall system weight reduction compared with conventional tank configurations.","start":1466,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":1921,"kind":"text","quote":"Demo 2 shall focus on the development of a 2026 state of the art thermoset alternative, utilising a novel external membrane to compare the functionality of both thermoset and thermoplastic systems.","start":1724,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2125,"kind":"text","quote":"The key challenge that COCOLIH2T will tackle is the generation of a feasible and affordable design of a conformal variable section box-shape tank while minimizing the boil-off leakages wherever possible.","start":1922,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"},{"end":2190,"kind":"text","quote":"COCOLIH2T’s overall system will be demonstrated at TRL4 by 2026.","start":2126,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"8e1382bcaab493765c5e201356da6dbaa3c0d65b976429256cba2faf57dc9ca2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-27T08:40:28.136561+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:efd161cea21d54ffb6eb4736eb68cbd3f6dbbdb07e1ff88ac80ead0806f4118a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","reason":"purpose: The project proposes a technical concept for hydrogen tank design but does not explicitly enhance international cooperation or promote investment in energy infrastructure/technology.\nscope: The activity describes developing a specific product (tank) rather than enabling cross-border knowledge access or mobilizing investment in energy infrastructure.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project proposes a technical concept for hydrogen tank design but does not explicitly enhance international cooperation or promote investment in energy infrastructure/technology.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The activity describes developing a specific product (tank) rather than enabling cross-border knowledge access or mobilizing investment in energy infrastructure.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1085,"kind":"text","quote":"COCOLIH2T consortium led by Collins Aerospace is proposing a disruptive concept focused on reducing the impact of the tank’s weight and volume within an aircraft, while ensuring system safety.","start":893,"text_hash":"0722ec5cc7e0832913132bd7ab5224d1da7ce2b72f6280e94a455f4840caaf59"}],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","originalAssertionId":"efd161cea21d54ffb6eb4736eb68cbd3f6dbbdb07e1ff88ac80ead0806f4118a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T08:42:18.251827+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a05d19ad60fd86c5e2229268dea07cdff3a8d06e9d83d4537e235554349dfc3f","sheet_sha256":"1f77a6a84a54b2b3f1754ca0641a3d4ebf51b0fc4e8e769234ca742eaf76a88a","sheet_version":"mesh-activity-sheet-v3","source_version":"9f50d768ae3b75f324f4c3e8703b99a7890ef43968b90158976f3521d4a62536","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","uri":"http://data.europa.eu/sdg/7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","state":"processing_error","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_failed","failureDetail":"done/failed","quote":"","checks":[],"evidence":[],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.7","navigationEligible":false},{"code":"11.c","uri":"http://data.europa.eu/sdg/11.c","name":"Support least developed countries, including through financial and technical assistance, in building sustainable and resilient buildings utilizing local materials","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13","uri":"http://data.europa.eu/sdg/13","name":"Take urgent action to combat climate change and its impacts","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.5","uri":"http://data.europa.eu/sdg/6.5","name":"By 2030, implement integrated water resources management at all levels, including through transboundary cooperation as appropriate","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4634f67d1c55e1987f719c297fe138464808e8ac49e32a7620ecd0721df74104","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"COCOLIH2T","title":"COmposite COnformal LIquid H2 Tank","status":"SIGNED","startDate":"2023-02-01","endDate":"2026-10-31","ecSignatureDate":"2023-01-26","totalCost":8726769.5,"ecMaxContribution":8726769.5,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-JU-RIA","masterCall":"HORIZON-JTI-CLEANH2-2022-1","subCall":"HORIZON-JTI-CLEANH2-2022-1","grantDoi":"10.3030/101101404","keywords":["H2","H2-based aircraft","conformal LH2 tank","composite LH2 tank","gauging","fuel metering","heat management","structural health monitoring","overpressure","thermal management","boil off","sloshing","vaporising"],"contentUpdateDate":"2026-03-10 16:54:31","topics":[{"code":"HORIZON-JTI-CLEANH2-2022-03-07","title":"Development of specific aviation cryogenic storage system with a gauging, fuel metering, heat management and monitoring system"}],"legalBasis":[{"code":"HORIZON.2.5","title":"Climate, Energy and Mobility","main":true}],"euroSciVoc":[{"code":"/25/63/387","path":"engineering and technology/materials engineering/composites","title":"composites"},{"code":"/25/75/461/1239/1737","path":"engineering and technology/mechanical engineering/vehicle engineering/aerospace engineering/aircraft","title":"aircraft"},{"code":"/25/67/425","path":"engineering and technology/environmental engineering/energy and fuels","title":"energy and fuels"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":100.0,"ai":0.0,"climate":100.0,"biodiversity":0.0},"organisations":[{"name":"COLLINS AEROSPACE IRELAND, LIMITED","shortName":null,"role":"coordinator","country":"IE","city":"Cork","activityType":"PRC","sme":false,"ecContribution":1273538.75,"totalCost":1273538.75,"geolocation":[51.91728445,-8.586243001266944],"order":1},{"name":"NOVOTECH AEROSPACE ADVANCED TECHNOLOGY SRL","shortName":"NOVOTECH","role":"participant","country":"IT","city":"Avetrana Ta","activityType":"PRC","sme":true,"ecContribution":1492500.0,"totalCost":1492500.0,"geolocation":[40.401825,17.633511],"order":2},{"name":"STICHTING KONINKLIJK NEDERLANDS LUCHT - EN RUIMTEVAARTCENTRUM","shortName":"Royal Netherlands Aerospace Centre","role":"participant","country":"NL","city":"Amsterdam","activityType":"REC","sme":false,"ecContribution":3637319.5,"totalCost":3637319.5,"geolocation":[52.37403,4.88969],"order":3},{"name":"TECHNISCHE UNIVERSITEIT DELFT","shortName":"TU Delft","role":"participant","country":"NL","city":"Delft","activityType":"HES","sme":false,"ecContribution":798435.0,"totalCost":798435.0,"geolocation":[51.99880879,4.3755744884],"order":4},{"name":"MICROTECNICA SRL","shortName":"MT","role":"participant","country":"IT","city":"Torino","activityType":"PRC","sme":false,"ecContribution":924547.5,"totalCost":924547.5,"geolocation":[45.0448987,7.6741424],"order":5},{"name":"UTC AEROSPACE SYSTEMS WROCLAW SPOLKA Z OGRANICZONA ODPOWIEDZIALNOSCIA","shortName":null,"role":"participant","country":"PL","city":"Wroclaw","activityType":"PRC","sme":false,"ecContribution":171200.0,"totalCost":171200.0,"geolocation":[51.15191462,17.133393547],"order":6},{"name":"GOODRICH AEROSPACE EUROPE SAS","shortName":"Collins Aerospace","role":"participant","country":"FR","city":"Colomiers","activityType":"PRC","sme":false,"ecContribution":83050.0,"totalCost":83050.0,"geolocation":[43.628934987,1.3465469616],"order":7},{"name":"UNIFIED INTERNATIONAL","shortName":null,"role":"participant","country":"NL","city":"Aartswoud","activityType":"PRC","sme":false,"ecContribution":120187.5,"totalCost":120187.5,"geolocation":[52.044864917,4.3565836942],"order":8},{"name":"AVIONS DE TRANSPORT REGIONAL GIE","shortName":"ATR","role":"participant","country":"FR","city":"BLAGNAC","activityType":"PRC","sme":false,"ecContribution":225991.25,"totalCost":225991.25,"geolocation":[43.625400003,1.3844269614],"order":9},{"name":"CROMPTON TECHNOLOGY GROUP LTD","shortName":"CTG","role":"associatedPartner","country":"UK","city":"Banbury","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.06110925,-1.317454916927999],"order":10},{"name":"Simmonds Precision Products, Inc., a part of Collins Aerospace","shortName":"Simmonds Precision Products, Inc.","role":"associatedPartner","country":"US","city":"Vergennes","activityType":"PUB","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[44.16391485,-73.26403746767434],"order":11}],"topicDetails":[{"identifier":"HORIZON-JTI-CLEANH2-2022-03-07","title":"Development of specific aviation cryogenic storage system with a gauging, fuel metering, heat management and monitoring system","callIdentifier":"HORIZON-JTI-CLEANH2-2022-1","callTitle":"HORIZON-JTI-CLEANH2-2022","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["Climate, Energy and Mobility","Global Challenges and European Industrial Competitiveness"],"typeOfAction":"HORIZON-JU-RIA HORIZON JU Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2022":179500000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":["Mechanical engineering","Aeronautics","Civil engineering","Materials engineering"],"description":"ExpectedOutcome:To fulfil the ambitions of a commercial zero emission aircraft a liquid hydrogen (LH2) fuel storage system is needed. In the first phase of Clean Hydrogen (2022-2025) two functional demonstrators shall be built. The demonstrators shall be in the range of 50 kg – 150 kg LH2 capacity due to technical objectives and the available budget. Objectives of the project are the design and development of a lightweight LH2 tank (demonstrator 1), and the integration of the storage system for a safe function and operation of a LH2 tank on board of an aircraft (demonstrator 2). This local operation is not in the scope of this topic.\nDemonstrator 1: The LH2 tank will be used to address the need of a lightweight vessel. So, the demonstrator purpose is everything around the material selection (e.g. fibre reinforced materials) for the tank itself, liner and its insulation and the manufacturing of such a lightweight liquid hydrogen aircraft storage tank.\nDemonstrator 2: The LH2 tank will be used to validate the operation of such a storage including design and integration of components needed for a safe function (filling, structural health monitoring, overpressure, thermal management, boil off, sloshing, vaporising depending on a system safety analysis).\nProject results are expected to contribute to all of the following expected outcomes:\n• The demonstrators will be used to develop and validate computational models addressing static and dynamic behaviour (sloshing) as well as component sizing capabilities;\n• System models of the operational behaviour will be developed and validated on the basis of hydrogen by operating and testing these demonstrators. The system simulation should cover the static and especially the transient cases with the interaction and fluid motion of liquid hydrogen (sloshing) and thermodynamic environment in the tank. In fact, in space applications the pressure drop induced by these types of interactions is well known and accounted for in the cryogenic tank design. The models will be used for functional analysis with failure hazards assessment, system safety analysis and common mode analysis of the system;\n• The storage vessels and associated components should withstand defined normal static and failure fatigue load cases as well as the demanding environmental (including shock & vibration) and reliability requirements associated with commercial aviation (DO160, DO178, DO254). At the same time the hydrogen storage design and its installation should account for thermal deformation as well as pressure and temperature fluctuations during operation and filling at a delta temperature of ~300 K;\n• The vessel (demonstrator 1) is required to store hydrogen safely at cryogenic temperatures for extended durations, with low boil-off quantities (see KPI) as well as superior gas barrier properties. This requires insulation technologies that are durable and lightweight, as well as liner and tank wall concepts with low gas permeability;\n• Vacuum technologies shall also be studied and matured in order to fulfil the aircraft operation needs;\n• Adequate safety precautions have to be implemented, which are covered by a secure design together with measurement and monitoring sensors and detection system;\n• Necessary non-destructive testing and other inspection methods are needed and have to be developed and validated, because also the build and acceptance of such a storage has to undergo specially defined qualification tests. Due to budget reasons, this will not be part of this road map.\nProject results are expected to contribute to all of the following objectives of the Clean Hydrogen JU SRIA:\n• Tank gravimetric efficiency [%weight]: 16 in 2024 and 35 in 2030\n• LH2 tank capacity [kgLH2]: 50-150\n• Dormancy: >24 hours\n• Venting rate: < 2%/day\n• Filling rate: 300-500 kg/h (for analysis 5 t/h)\n• Boil-off : < 2%/day after dormancy\n• Maximum diameter: < 1 m (for analysis <3m)\n• Minimum operating pressure: 1 bar (pump fed) – 3 bar (pressure fed)\n• Maximum operating pressure: 3 bar (pump fed) – 8 bar (pressure fed)\n• Insulation Vacuum: 1*10^-5 mbar\nScope:Proposals should focus on the development of an aerospace applicable liquid hydrogen storage system. There are various thermal, mechanical, safety and system integration challenges associated with this. Compared to kerosene in the wing, hydrogen storage leads to additional mass for the aircraft and requires additional space (LH2 has 4 times the volume compared to kerosene at iso-energy content). Therefore it has a significant impact on the overall energy required for a mission due to both weight and volume with drag penalty.\nToday’s hydrogen tanks for storing liquid hydrogen in aerospace are mostly made of metal. For space application this solution is still valid, because of power available, non-reuse and costs. But having in mind commercial aviation, the focus should be on enhancing the reliability of the metal tank and piping performance while designing a LH2 storage system made of light carbon fibre reinforced materials. Using these components, a significantly improved gravimetric index for the whole storage system can be achieved. The drawback of using these materials is that the laminate quality or laminate architecture are of particular importance for permeability. Different test specimens, different semi-finished products made of glass, carbon, fibres with polymer or metal matrix, different additives, liners and architectures as well as protective coatings have to be considered. In addition, a selection of adhesives has to be made for use in cryogenic environments.\nBesides the material selection and definition and control of the manufacturing process other aspects of the function and safe operation of a liquid hydrogen storage should be taken into account. The pressure and temperature of the LH2 should be monitored to validate feed and fuel gauging functions under flight accelerations. The analysis of dynamic loads as a result of fuel sloshin","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-JTI-CLEANH2-2022-03-07"}]}}
{"id":"263306","acronym":"NANOHITEC","name":"Nano-structured High-efficiency Thermo-Electric Converters","offer":"The NanoHiTEC project is focused on planar thermo-electric converters based on super-lattice quantum wells, which have shown on laboratory scale already a figure of merit ZT > 4 for a wide temperature range. The optimization of BiTe based layer systems as well as Si/SiGe and B4C/B9C lattices will be combined with the development of low cost/high throughput industrial deposition processes for multilayers. Direct p-n-junctions at the hot side of the converter promise further increase in performance and long term stability of the devices, but also simplified fabrication. As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency. In this field particular emphasis is given to the heat flow into the hot and out of the cold side of the active elements where actual devices show the most efficiency loss.The developments in the project are backed by partners experienced in the qualification of thermo-electric materials and devices. Besides the parameters defining the thermoelectric performance - measured in a wide range of temperatures, pressures and magnetic fields - the microstructure, dopant distribution and the inner potentials will be investigated by scanning microscopy and TEM (holography).A major part of the project is the simulation of electronic and phononic properties based on the material microstructure. Intense interaction of theoretical work and characterization results of fabricated systems will pave the way for further enhanced material efficiency and better producibility. A main target is the integration in automotive applications where the high efficiency of superlattice systems over a broad temperature range promises good adaptation to the varying conditions in vehicles.","objective":"The NanoHiTEC project is focused on planar thermo-electric converters based on super-lattice quantum wells, which have shown on laboratory scale already a figure of merit ZT > 4 for a wide temperature range. The optimization of BiTe based layer systems as well as Si/SiGe and B4C/B9C lattices will be combined with the development of low cost/high throughput industrial deposition processes for multilayers. Direct p-n-junctions at the hot side of the converter promise further increase in performance and long term stability of the devices, but also simplified fabrication. As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency. In this field particular emphasis is given to the heat flow into the hot and out of the cold side of the active elements where actual devices show the most efficiency loss.The developments in the project are backed by partners experienced in the qualification of thermo-electric materials and devices. Besides the parameters defining the thermoelectric performance - measured in a wide range of temperatures, pressures and magnetic fields - the microstructure, dopant distribution and the inner potentials will be investigated by scanning microscopy and TEM (holography).A major part of the project is the simulation of electronic and phononic properties based on the material microstructure. Intense interaction of theoretical work and characterization results of fabricated systems will pave the way for further enhanced material efficiency and better producibility. A main target is the integration in automotive applications where the high efficiency of superlattice systems over a broad temperature range promises good adaptation to the varying conditions in vehicles.","sourceVersion":"466e9af0dadca9f569e9e95e771c0006906f7c9fdadee2b469e9a9e355fe4889","originalSourceVersion":"61903719de5e69b46c55a82ce8275bb6f0d6e3cc19fc32200402afe6be78c7d2","textHash":"cf6b3b70898dcdbd42d431aeb3776c651b84080a9fa12b18810914c370ef6746","sourceUrl":"https://cordis.europa.eu/project/id/263306","country":"LI","participantCountries":["AT","CH","DE","ES","FR","IT","LI"],"programme":"FP7","status":"CLOSED","sourceUpdated":"2017-05-29 20:55:03","locations":[],"goal":7,"goalIds":[7],"rels":[{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"supported","strength":"strong","assertionId":"mapping:e1cadf355193ea69bc525300797d92804f9bdd9211c6afb6fd6b70d698cdbafb","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.”","modality":"planned","hypothesis":null,"quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","reason":"purpose: The project explicitly aims to maximize system efficiency through optimization of passive components and geometries, directly advancing energy efficiency.\nscope: The activity concerns energy conversion by optimizing planar thermo-electric converters to improve system efficiency.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to maximize system efficiency through optimization of passive components and geometries, directly advancing energy efficiency.","status":"supported"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The activity concerns energy conversion by optimizing planar thermo-electric converters to improve system efficiency.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":907,"kind":"text","quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","start":575,"text_hash":"cf6b3b70898dcdbd42d431aeb3776c651b84080a9fa12b18810914c370ef6746"}],"sourceVersion":"466e9af0dadca9f569e9e95e771c0006906f7c9fdadee2b469e9a9e355fe4889","originalAssertionId":"e1cadf355193ea69bc525300797d92804f9bdd9211c6afb6fd6b70d698cdbafb","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-28T07:31:57.462796+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-4e1b0da1fc048d86eca33f72","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":907,"evidence_id":"s4","ownership":"current_project","quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","quote_sha256":"7d71b25b840aa91548d1f9a4134b41ec1b34942cf6a856fe7fc574a61fa03e96","role":"activity","source_span_id":"24d50c12911add2a08772cf66ae42de99359b2fff3043f0a2f4d007aa63d9da5","source_version":"61903719de5e69b46c55a82ce8275bb6f0d6e3cc19fc32200402afe6be78c7d2","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":575},"activityBinding":{"activity_ids":["act-4e1b0da1fc048d86eca33f72","act-f86bafbf60396c195439a7f8"],"activity_refs":["a6","a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a6","a7"],"scope":["a6","a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-4e1b0da1fc048d86eca33f72","conditions":null,"description":"The project will investigate multilayered nanowires and sintered nanopowders as technologies for improved material performance.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-f86bafbf60396c195439a7f8","conditions":null,"description":"The project will optimize passive components and new geometries for the layout of planar converters to maximize system efficiency.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"5c359569037370746e377e871f41bd4693d02055357eb3bff3fa52a1cf8a54a9","sheet_sha256":"4a210b432448540d849bed58afcff0bcec1c0f759b21224324cd3679363a439d","sheet_version":"mesh-activity-sheet-v3","source_version":"61903719de5e69b46c55a82ce8275bb6f0d6e3cc19fc32200402afe6be78c7d2","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"energy_efficiency","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.3","name":"By 2030, double the global rate of improvement in energy efficiency","uri":"http://data.europa.eu/sdg/7.3","state":"supported","strength":"strong","assertionId":"mapping:ef6cd48f13b4dd568d48427dca45f0dbc0fa73f23ebfc54d095db27d113d6cf6","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.”","modality":"planned","hypothesis":null,"quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","reason":"purpose: The project explicitly aims to maximize system efficiency through the optimization of passive components and new geometries, satisfying the requirement for an identified technology pathway to improve energy efficiency.\nscope: The optimization targets system efficiency, which concerns energy use relative to delivered service, meeting the scope criteria without country restrictions or doubling requirements.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to maximize system efficiency through the optimization of passive components and new geometries, satisfying the requirement for an identified technology pathway to improve energy efficiency.","status":"supported"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The optimization targets system efficiency, which concerns energy use relative to delivered service, meeting the scope criteria without country restrictions or doubling requirements.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":907,"kind":"text","quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","start":575,"text_hash":"cf6b3b70898dcdbd42d431aeb3776c651b84080a9fa12b18810914c370ef6746"}],"sourceVersion":"466e9af0dadca9f569e9e95e771c0006906f7c9fdadee2b469e9a9e355fe4889","originalAssertionId":"ef6cd48f13b4dd568d48427dca45f0dbc0fa73f23ebfc54d095db27d113d6cf6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"81a035ded99d18a28535b42eb6e9f8e9cfd815d93f93330e7632f71fa028c889","recordedAt":"2026-09-26T21:09:09.984572+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-4e1b0da1fc048d86eca33f72","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":907,"evidence_id":"s4","ownership":"current_project","quote":"As technologies for improved material performance multilayered nanowires and sintered nanopowders will be investigated.A central point of NanoHiTEC is the optimization of the passive components (thermal and electrical contacts, substrates) and of new geometries for the layout of planar converters to maximize the system efficiency.","quote_sha256":"7d71b25b840aa91548d1f9a4134b41ec1b34942cf6a856fe7fc574a61fa03e96","role":"activity","source_span_id":"24d50c12911add2a08772cf66ae42de99359b2fff3043f0a2f4d007aa63d9da5","source_version":"61903719de5e69b46c55a82ce8275bb6f0d6e3cc19fc32200402afe6be78c7d2","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":575},"activityBinding":{"activity_ids":["act-4e1b0da1fc048d86eca33f72","act-f86bafbf60396c195439a7f8"],"activity_refs":["a6","a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a6","a7"],"scope":["a6","a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-4e1b0da1fc048d86eca33f72","conditions":null,"description":"The project will investigate multilayered nanowires and sintered nanopowders as technologies for improved material performance.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-f86bafbf60396c195439a7f8","conditions":null,"description":"The project will optimize passive components and new geometries for the layout of planar converters to maximize system efficiency.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"5c359569037370746e377e871f41bd4693d02055357eb3bff3fa52a1cf8a54a9","sheet_sha256":"ed9098fa781d686cea51c00ccdaed4ad2010d74b656ec5272257b90432885629","sheet_version":"mesh-activity-sheet-v3","source_version":"61903719de5e69b46c55a82ce8275bb6f0d6e3cc19fc32200402afe6be78c7d2","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11","uri":"http://data.europa.eu/sdg/11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"466e9af0dadca9f569e9e95e771c0006906f7c9fdadee2b469e9a9e355fe4889","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"NANOHITEC","title":"Nano-structured High-efficiency Thermo-Electric Converters","status":"CLOSED","startDate":"2011-12-01","endDate":"2014-11-30","ecSignatureDate":"","totalCost":5287381.2,"ecMaxContribution":3750000.0,"frameworkProgramme":"FP7","fundingScheme":"CP-FP","masterCall":"","subCall":"FP7-NMP-2010-SMALL-4","grantDoi":null,"keywords":[],"contentUpdateDate":"2017-05-29 20:55:03","topics":[{"code":"NMP-2010-1.2-3","title":"Thermoelectric energy converters based on nanotechnology"}],"legalBasis":[{"code":"FP7-NMP","title":"Specific Programme Cooperation\": Nanosciences, Nanotechnologies, Materials and new Production Technologies\"","main":false}],"euroSciVoc":[{"code":"/","path":"/natural sciences/physical sciences/optics/microscopy","title":"microscopy"},{"code":"/","path":"/natural sciences/mathematics/pure mathematics/geometry","title":"geometry"}],"policyPriorities":null,"organisations":[{"name":"EVATEC ADVANCED TECHNOLOGIES AG","shortName":"OERLIKON","role":"coordinator","country":"LI","city":"BALZERS","activityType":"PRC","sme":false,"ecContribution":206221.0,"totalCost":null,"geolocation":null,"order":1},{"name":"CENTRO RICERCHE FIAT SCPA","shortName":"CENTRO RICERCHE FIAT","role":"participant","country":"IT","city":"Orbassano","activityType":"REC","sme":false,"ecContribution":282696.0,"totalCost":null,"geolocation":[45.0140614,7.5647471],"order":2},{"name":"AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS","shortName":"CSIC","role":"participant","country":"ES","city":"Madrid","activityType":"REC","sme":false,"ecContribution":342652.0,"totalCost":null,"geolocation":[40.4409945,-3.6878876],"order":3},{"name":"FAURECIA EMISSIONS CONTROL TECHNOLOGIES GERMANY GMBH","shortName":null,"role":"participant","country":"DE","city":"Augsburg","activityType":"PRC","sme":false,"ecContribution":240497.0,"totalCost":null,"geolocation":[48.4021853,10.87656237938863],"order":4},{"name":"EIDGENOSSISCHE MATERIALPRUFUNGS- UND FORSCHUNGSANSTALT","shortName":"EMPA","role":"participant","country":"CH","city":"Dubendorf","activityType":"HES","sme":false,"ecContribution":531535.0,"totalCost":null,"geolocation":[47.40052175,8.62408308288973],"order":5},{"name":"FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV","shortName":"Fraunhofer","role":"participant","country":"DE","city":"Munchen","activityType":"REC","sme":false,"ecContribution":370328.0,"totalCost":null,"geolocation":[48.1322664,11.5296222],"order":6},{"name":"NOVAPACK SAS","shortName":"Novapack","role":"participant","country":"FR","city":"Saint-Egrève","activityType":"PRC","sme":false,"ecContribution":310340.0,"totalCost":null,"geolocation":null,"order":7},{"name":"MAHLE THERMOELEKTRONIK GMBH","shortName":null,"role":"participant","country":"DE","city":"Duisburg","activityType":"PRC","sme":false,"ecContribution":466840.0,"totalCost":null,"geolocation":[51.4420506,6.7617822],"order":8},{"name":"TECHNISCHE UNIVERSITAET WIEN","shortName":"TU WIEN","role":"participant","country":"AT","city":"Wien","activityType":"HES","sme":false,"ecContribution":443200.0,"totalCost":null,"geolocation":[48.1990183,16.369949],"order":9},{"name":"TECHNISCHE UNIVERSITAET DRESDEN","shortName":"TUD","role":"participant","country":"DE","city":"Dresden","activityType":"HES","sme":false,"ecContribution":307221.0,"totalCost":null,"geolocation":[51.0290859,13.7244364],"order":10},{"name":"OC OERLIKON BALZERS AG","shortName":"Oerlikon","role":"participant","country":"LI","city":"BALZERS","activityType":"PRC","sme":false,"ecContribution":248470.0,"totalCost":null,"geolocation":null,"order":11}],"topicDetails":[]}}
{"id":"101214954","acronym":"GROUNDUP","name":"Boosting CBRNE Innovation in Southern CEE: Building a Resilient Ecosystem through Fostering Academy-Industry Collaboration","offer":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control. In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security. Despite strong research capacities, the region struggles with fragmented networks and slow market adoption. In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs. Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development. GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks. This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE. First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing. Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields. Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program. Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","objective":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control. In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security. Despite strong research capacities, the region struggles with fragmented networks and slow market adoption. In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs. Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development. GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks. This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE. First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing. Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields. Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program. Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalSourceVersion":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","textHash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426","sourceUrl":"https://cordis.europa.eu/project/id/101214954","country":"RS","participantCountries":["FR","HU","IE","RO","RS"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-01-19 14:53:45","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:9619722c91c3b7c34ae070a66f412f1be235f5c180704056166c18da08283185","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.”","modality":"planned","hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","reason":"purpose: The project explicitly aims to build a strong CBRNE innovation ecosystem by uniting diverse stakeholders, which constitutes a stated pathway to fostering innovation.\nscope: The project's own work addresses the development of an innovation ecosystem by creating a Business Community, Education and Research Hub, and mentoring programs.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to build a strong CBRNE innovation ecosystem by uniting diverse stakeholders, which constitutes a stated pathway to fostering innovation.","status":"supported"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project's own work addresses the development of an innovation ecosystem by creating a Business Community, Education and Research Hub, and mentoring programs.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"9619722c91c3b7c34ae070a66f412f1be235f5c180704056166c18da08283185","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ad4642dd02fae3aa9fd872d7dd9809f62529ca0aa5e6aace6278dbb9b0230186","recordedAt":"2026-09-27T20:54:03.633633+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-e410ff8c356c96a7e6aa542c","activity_ref":"a5","claim_unit_candidates":["a5"],"end":811,"evidence_id":"s4","ownership":"current_project","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","quote_sha256":"ef1f96bc700ea1d37281930aef7d5b184b0a4bc2b9c267808416aecd14bffb97","role":"activity","source_span_id":"75789f7dd8a40bb2d4a42930a5b0ee3f4262f67e216db054d11d4884ab253c37","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":503},"activityBinding":{"activity_ids":["act-e410ff8c356c96a7e6aa542c"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a5"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"a2fa9135c89a5553e7dc6d9e1a4681692893bd9f5374f04b930604efd6066dd0","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:e86374d87023037ae19d48aa813f834009ed37458a3d29667ebe7dcd5b161f53","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution depends on verifying that the Southern CEE region qualifies as a developing country context per the verified eligibility record.","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nCBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.","reason":"purpose: The project explicitly aims to build a CBRNE innovation ecosystem through stakeholder collaboration, directly supporting domestic technology development and research capacity.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to build a CBRNE innovation ecosystem through stakeholder collaboration, directly supporting domestic technology development and research capacity.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"e86374d87023037ae19d48aa813f834009ed37458a3d29667ebe7dcd5b161f53","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-27T02:13:01.043488+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-e410ff8c356c96a7e6aa542c"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a5"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:3702018e218f4caa2ddf3ff6c88983ac13bc6a8445ad9f19f7ef49d7b3c091bb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project targets CBRNE innovation ecosystems and regional collaboration, not cities or human settlements. No activity makes settlements safer or more sustainable.\nscope: The intervention targets the Southern CEE region, not a specific city or urban system. The scope is regional, not urban.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project targets CBRNE innovation ecosystems and regional collaboration, not cities or human settlements. No activity makes settlements safer or more sustainable.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s7"],"id":"scope","missing_evidence":null,"reason":"The intervention targets the Southern CEE region, not a specific city or urban system. The scope is regional, not urban.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"3702018e218f4caa2ddf3ff6c88983ac13bc6a8445ad9f19f7ef49d7b3c091bb","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-27T16:42:41.973292+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:183ffaf9b3d82d6abcc7f879f1a8145f270d1cb4c0a65a74c9efb7525c360399","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project targets CBRNE innovation and ecosystem building, not reducing urban environmental impacts like air pollution or waste.\nscope: The project focuses on CBRNE technologies and regional collaboration, lacking any specific urban environmental burden or city system context.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project targets CBRNE innovation and ecosystem building, not reducing urban environmental impacts like air pollution or waste.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project focuses on CBRNE technologies and regional collaboration, lacking any specific urban environmental burden or city system context.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"183ffaf9b3d82d6abcc7f879f1a8145f270d1cb4c0a65a74c9efb7525c360399","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T18:15:45.570923+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:9e57bc34d1f39ca24b35d9f045b442da1ea37f7979bd36e4585ccbc97b96562a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","reason":"purpose: The project builds a research collaboration for CBRNE innovation, not a stated deliverable with a sustainable-development purpose beyond its own research.\nscope: The target region is Southern CEE, which does not meet the condition of being a developing country or require specific target restrictions.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project builds a research collaboration for CBRNE innovation, not a stated deliverable with a sustainable-development purpose beyond its own research.","status":"not_met"},{"evidence_ids":["s2","s4"],"id":"scope","missing_evidence":null,"reason":"The target region is Southern CEE, which does not meet the condition of being a developing country or require specific target restrictions.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"9e57bc34d1f39ca24b35d9f045b442da1ea37f7979bd36e4585ccbc97b96562a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T12:00:14.244327+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:c561b0977387f4320d3c07e629e0d269705e8cad869fd801db3026219ba34359","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.","reason":"purpose: The project explicitly aims to build a CBRNE innovation ecosystem by uniting diverse stakeholders (researchers, students, businesses, NGOs), which constitutes a multi-stakeholder partnership mobilizing knowledge and expertise.\nscope: The partnership is explicitly limited to the Southern CEE region and involves stakeholders from Western/Northern Europe. It does not include developing countries, failing the mandatory scope condition.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to build a CBRNE innovation ecosystem by uniting diverse stakeholders (researchers, students, businesses, NGOs), which constitutes a multi-stakeholder partnership mobilizing knowledge and expertise.","status":"supported"},{"evidence_ids":["s4","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The partnership is explicitly limited to the Southern CEE region and involves stakeholders from Western/Northern Europe. It does not include developing countries, failing the mandatory scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"c561b0977387f4320d3c07e629e0d269705e8cad869fd801db3026219ba34359","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-26T04:57:02.166257+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-214d86b4b170600d231d97ae","act-e410ff8c356c96a7e6aa542c"],"activity_refs":["a4","a5"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s2","s3"]}},"check_units":{"purpose":["a5"],"scope":["a4","a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-214d86b4b170600d231d97ae","conditions":null,"description":"Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"cf4300398905faf61052ac86a14330f2774e47e0e74b092df4b67a062c5470c9","sheet_sha256":"4d0de883de4762cd6e7951e2c481bb6171c0557de6227fb1d77a4c1fcd283f40","sheet_version":"mesh-activity-sheet-v2","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:67eeb246da17c5aa5be7e2edce27087fa02926015a0713369374528e9818b8de","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","reason":"purpose: The project explicitly aims to build a strong CBRNE innovation ecosystem by uniting diverse stakeholders, including researchers, students, businesses, and NGOs, establishing a concrete partnership pathway.\nscope: The project targets the Southern CEE region, which constitutes a specific country restriction, failing the condition that no country restriction applies.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to build a strong CBRNE innovation ecosystem by uniting diverse stakeholders, including researchers, students, businesses, and NGOs, establishing a concrete partnership pathway.","status":"supported"},{"evidence_ids":["s4","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets the Southern CEE region, which constitutes a specific country restriction, failing the condition that no country restriction applies.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"67eeb246da17c5aa5be7e2edce27087fa02926015a0713369374528e9818b8de","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cbb362db13ab1fa254c22041120c85f714ae5d0f266e4cbbb81b93cbaa2b4147","recordedAt":"2026-09-26T04:58:45.567340+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-214d86b4b170600d231d97ae","act-e410ff8c356c96a7e6aa542c"],"activity_refs":["a4","a5"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a5"],"scope":["a4","a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-214d86b4b170600d231d97ae","conditions":null,"description":"Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"cf4300398905faf61052ac86a14330f2774e47e0e74b092df4b67a062c5470c9","sheet_sha256":"4d0de883de4762cd6e7951e2c481bb6171c0557de6227fb1d77a4c1fcd283f40","sheet_version":"mesh-activity-sheet-v2","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:c2c2413e258975a8f325f4e6029982e5b02285786cbfad2aecaf0bdc66336b2a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.\n\nCBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","reason":"purpose: The project explicitly aims to build a CBRNE innovation ecosystem by uniting diverse stakeholders (researchers, businesses, NGOs) through planned collaboration and capacity-building activities to foster knowledge sharing.\nscope: The project targets the Southern CEE region and involves Northern/Western European partners, but lacks explicit identification of specific countries or communities, failing to meet the requirement for named North-South or South-South cooperation.","checks":[{"evidence_ids":["s4","s5","s6","s8","s9","s10","s11","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to build a CBRNE innovation ecosystem by uniting diverse stakeholders (researchers, businesses, NGOs) through planned collaboration and capacity-building activities to foster knowledge sharing.","status":"supported"},{"evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets the Southern CEE region and involves Northern/Western European partners, but lacks explicit identification of specific countries or communities, failing to meet the requirement for named North-South or South-South cooperation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"c2c2413e258975a8f325f4e6029982e5b02285786cbfad2aecaf0bdc66336b2a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T15:56:06.156840+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-214d86b4b170600d231d97ae","act-e410ff8c356c96a7e6aa542c","act-2467c2e4382845c23f6906c4","act-c40ea04923910d77c06d06fd","act-9228793762d02083f31df664","act-f61ae8923e326d91d42869ca","act-732a60c6e40242e66d436569","act-a3c5d6f3daf3595a311db972","act-35848465a92f6fbc9640ff1a","act-2dcdedaaa37a1621d33da3cd"],"activity_refs":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s6","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a5","a6","a7","a10","a11","a12","a13"],"scope":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a10","a11","a12","a13"],"pathway":"a5 -> a6 -> a10/a11/a12 -> a13","selected_units":[{"activity_id":"act-214d86b4b170600d231d97ae","conditions":null,"description":"Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-2467c2e4382845c23f6906c4","conditions":null,"description":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-c40ea04923910d77c06d06fd","conditions":null,"description":"The GROUNDUP project focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-9228793762d02083f31df664","conditions":null,"description":"This initiative aims to create sustainable impacts regionally and across the EU.","evidence_ids":["s7"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"background","support_eligible":false},{"activity_id":"act-f61ae8923e326d91d42869ca","conditions":null,"description":"The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","evidence_ids":["s7"],"modality":"not_applicable","ownership":"not_project_work","ref":"a9","role":"background","support_eligible":false},{"activity_id":"act-732a60c6e40242e66d436569","conditions":null,"description":"The project will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-a3c5d6f3daf3595a311db972","conditions":null,"description":"The project aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-35848465a92f6fbc9640ff1a","conditions":null,"description":"The project will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-2dcdedaaa37a1621d33da3cd","conditions":null,"description":"The project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:57fffb5785603d081e2ca2af830f65c7639237896caca51446082311062b426c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nCBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.","reason":"purpose: The project targets Southern CEE, not least-developed countries, failing the explicit condition for the technology bank limb.\nscope: The project targets Southern CEE, not least-developed countries, failing the required beneficiary condition for the technology bank limb.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project targets Southern CEE, not least-developed countries, failing the explicit condition for the technology bank limb.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets Southern CEE, not least-developed countries, failing the required beneficiary condition for the technology bank limb.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"57fffb5785603d081e2ca2af830f65c7639237896caca51446082311062b426c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-27T02:09:28.796674+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-214d86b4b170600d231d97ae","act-e410ff8c356c96a7e6aa542c"],"activity_refs":["a4","a5"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5"],"scope":["a4","a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-214d86b4b170600d231d97ae","conditions":null,"description":"Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.9","name":"Enhance international support for implementing effective and targeted capacity-building in developing countries to support national plans to implement all the Sustainable Development Goals, including through North-South, South-South and triangular cooperation","uri":"http://data.europa.eu/sdg/17.9","state":"no_mapping","strength":"partial","assertionId":"mapping:7386e7b01f1ea2af5679c3a3348f05fdfab6e15ab4dfe40fbd7b0fbc72c54a00","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.\n\nCBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.","reason":"purpose: The project targets Southern CEE (developed regions) and focuses on CBRNE innovation, lacking any link to national SDG implementation plans for developing countries.\nscope: Beneficiaries are researchers, students, and businesses in Southern CEE, which are not developing countries or their institutions, failing the scope requirement.","checks":[{"evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project targets Southern CEE (developed regions) and focuses on CBRNE innovation, lacking any link to national SDG implementation plans for developing countries.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"Beneficiaries are researchers, students, and businesses in Southern CEE, which are not developing countries or their institutions, failing the scope requirement.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"7386e7b01f1ea2af5679c3a3348f05fdfab6e15ab4dfe40fbd7b0fbc72c54a00","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e02edf56613df36c6d1dc8a82908334a1a90b6fe7bf53f013e94027840e29854","recordedAt":"2026-09-26T15:56:06.158149+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-214d86b4b170600d231d97ae","act-e410ff8c356c96a7e6aa542c","act-2467c2e4382845c23f6906c4","act-c40ea04923910d77c06d06fd","act-9228793762d02083f31df664","act-f61ae8923e326d91d42869ca","act-732a60c6e40242e66d436569","act-a3c5d6f3daf3595a311db972","act-35848465a92f6fbc9640ff1a","act-2dcdedaaa37a1621d33da3cd"],"activity_refs":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"scope":["a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a10","a11","a12","a13"],"pathway":null,"selected_units":[{"activity_id":"act-214d86b4b170600d231d97ae","conditions":null,"description":"Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-e410ff8c356c96a7e6aa542c","conditions":null,"description":"The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-2467c2e4382845c23f6906c4","conditions":null,"description":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-c40ea04923910d77c06d06fd","conditions":null,"description":"The GROUNDUP project focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-9228793762d02083f31df664","conditions":null,"description":"This initiative aims to create sustainable impacts regionally and across the EU.","evidence_ids":["s7"],"modality":"not_applicable","ownership":"not_project_work","ref":"a8","role":"background","support_eligible":false},{"activity_id":"act-f61ae8923e326d91d42869ca","conditions":null,"description":"The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","evidence_ids":["s7"],"modality":"not_applicable","ownership":"not_project_work","ref":"a9","role":"background","support_eligible":false},{"activity_id":"act-732a60c6e40242e66d436569","conditions":null,"description":"The project will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-a3c5d6f3daf3595a311db972","conditions":null,"description":"The project aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-35848465a92f6fbc9640ff1a","conditions":null,"description":"The project will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-2dcdedaaa37a1621d33da3cd","conditions":null,"description":"The project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:23a110e515e5c7bc9f384dee54c1750b8d513f639777e3fa7b9f8cd994310f14","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project builds an innovation ecosystem for CBRNE technologies, not a direct health intervention. No stated mechanism links this to human health outcomes.\nscope: The project targets the Southern CEE region, imposing a geographic restriction that precludes eligibility for the 'well-being for all' scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project builds an innovation ecosystem for CBRNE technologies, not a direct health intervention. No stated mechanism links this to human health outcomes.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project targets the Southern CEE region, imposing a geographic restriction that precludes eligibility for the 'well-being for all' scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"23a110e515e5c7bc9f384dee54c1750b8d513f639777e3fa7b9f8cd994310f14","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T16:42:41.975374+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:60c9366e87286827065c3048893260a62c97a3217a320a5455a62f8c7c10679e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project aims to build a CBRNE innovation ecosystem and foster collaboration, but does not explicitly investigate or act on a pathway to reducing human illness or death from hazardous chemicals or pollution.\nscope: The project addresses CBRNE technologies broadly for civil applications and ecosystem building, but fails to connect specific chemical or pollution exposure to human health harm or explain how the work addresses that specific harm.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project aims to build a CBRNE innovation ecosystem and foster collaboration, but does not explicitly investigate or act on a pathway to reducing human illness or death from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project addresses CBRNE technologies broadly for civil applications and ecosystem building, but fails to connect specific chemical or pollution exposure to human health harm or explain how the work addresses that specific harm.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"60c9366e87286827065c3048893260a62c97a3217a320a5455a62f8c7c10679e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T18:15:45.572098+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:d93bdb54192efc9eda3326bc0b1fcf122451d78fdb79519ebf4cfdf25e08709a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","reason":"purpose: The project activity establishes a business community for collaboration, not explicit employment or enterprise development. It does not target job creation or productivity as a direct objective.\nscope: The activity targets the European CBRNE market value chain, which is a specific sector restriction, violating the requirement for no country restriction.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project activity establishes a business community for collaboration, not explicit employment or enterprise development. It does not target job creation or productivity as a direct objective.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The activity targets the European CBRNE market value chain, which is a specific sector restriction, violating the requirement for no country restriction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"d93bdb54192efc9eda3326bc0b1fcf122451d78fdb79519ebf4cfdf25e08709a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T12:00:14.245378+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9.1","name":"Develop quality, reliable, sustainable and resilient infrastructure, including regional and transborder infrastructure, to support economic development and human well-being, with a focus on affordable and equitable access for all","uri":"http://data.europa.eu/sdg/9.1","state":"no_mapping","strength":"partial","assertionId":"mapping:664d74bac088cad0e941882c2af33ac23108fbbb9d98f3871bbd38d94a83aaed","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project builds an innovation ecosystem (networks, hubs, mentoring) rather than developing or improving physical infrastructure quality, reliability, or resilience.\nscope: The target is an innovation ecosystem, not an identifiable infrastructure system or service function; no infrastructure role is stated.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project builds an innovation ecosystem (networks, hubs, mentoring) rather than developing or improving physical infrastructure quality, reliability, or resilience.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The target is an innovation ecosystem, not an identifiable infrastructure system or service function; no infrastructure role is stated.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"664d74bac088cad0e941882c2af33ac23108fbbb9d98f3871bbd38d94a83aaed","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"abb61670d0cc077d322353439fc7745e1c03cb81784bc8b83f5aaa3dee6c70b2","recordedAt":"2026-09-27T02:11:20.189458+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:873d3615496487d0595e96718742b1539a83541423ba7205f006b61e02cb7551","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.\n\nIn the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.\n\nDespite strong research capacities, the region struggles with fragmented networks and slow market adoption.\n\nIn contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.\n\nThrough collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.\n\nGROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.\n\nThis initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.\n\nFirst, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.\n\nSecond, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.\n\nThird, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.\n\nLastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","reason":"purpose: The project builds an ecosystem and hub but does not explicitly add researchers, open new facilities, or transfer capabilities to industry as required by the 9.5 definition.\nscope: The project targets the Southern CEE region, which includes developing countries, and focuses on scientific research and technological capabilities in CBRNE fields.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project builds an ecosystem and hub but does not explicitly add researchers, open new facilities, or transfer capabilities to industry as required by the 9.5 definition.","status":"not_met"},{"evidence_ids":["s5","s6","s8","s9","s10","s11","s2","s3","s7","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the Southern CEE region, which includes developing countries, and focuses on scientific research and technological capabilities in CBRNE fields.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":164,"kind":"text","quote":"CBRNE technologies have crucial civil applications, enhancing public safety, environmental protection, food and water safety, industrial safety, and border control.","start":0,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":394,"kind":"text","quote":"In the Southern CEE region, the adoption of cutting-edge, research-based CBRNE technologies is essential to address challenges like geopolitical tensions, environmental issues, infrastructure vulnerabilities, and border security.","start":165,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":502,"kind":"text","quote":"Despite strong research capacities, the region struggles with fragmented networks and slow market adoption.","start":395,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":811,"kind":"text","quote":"In contrast, Western and Northern Europe have seen success due to better funding, collaboration, and innovation ecosystems.The GROUNDUP project aims to build a strong CBRNE innovation ecosystem in the Southern CEE region by uniting diverse stakeholders, including researchers, students, businesses, and NGOs.","start":503,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":956,"kind":"text","quote":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","start":812,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1096,"kind":"text","quote":"GROUNDUP focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","start":957,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1290,"kind":"text","quote":"This initiative aims to create sustainable impacts regionally and across the EU.The GROUNDUP project focuses on four key objectives to strengthen the CBRNE innovation ecosystem in Southern CEE.","start":1097,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1463,"kind":"text","quote":"First, it will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","start":1291,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1660,"kind":"text","quote":"Second, it aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","start":1464,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1780,"kind":"text","quote":"Third, GROUNDUP will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","start":1661,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"},{"end":1938,"kind":"text","quote":"Lastly, the project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","start":1781,"text_hash":"085cdb694d6f853aafcca78c4ea0f41938a923632bc8161cc3a6f50431bc7426"}],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","originalAssertionId":"873d3615496487d0595e96718742b1539a83541423ba7205f006b61e02cb7551","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":["act-2467c2e4382845c23f6906c4","act-c40ea04923910d77c06d06fd","act-732a60c6e40242e66d436569","act-a3c5d6f3daf3595a311db972","act-35848465a92f6fbc9640ff1a","act-2dcdedaaa37a1621d33da3cd"],"activity_refs":["a6","a7","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s5","s6","s8","s9","s10","s11"],"context_evidence_ids":["s2","s3","s7","s4"]}},"check_units":{"purpose":[],"scope":["a6","a7","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-2467c2e4382845c23f6906c4","conditions":null,"description":"Through collaboration, engagement, and capacity-building activities, the project seeks to enhance knowledge exchange and technology development.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-c40ea04923910d77c06d06fd","conditions":null,"description":"The GROUNDUP project focuses on mentoring high-potential young innovators and connecting the Southern CEE region to more developed innovation networks.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-732a60c6e40242e66d436569","conditions":null,"description":"The project will establish a Business Community, integrating stakeholders from the European CBRNE technology market value chain to foster collaboration and knowledge sharing.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-a3c5d6f3daf3595a311db972","conditions":null,"description":"The project aims to create an Education and Research Hub, bringing together higher education institutions and research organizations to advance knowledge and technology development in CBRNE fields.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-35848465a92f6fbc9640ff1a","conditions":null,"description":"The project will enhance entrepreneurship by linking young innovators with enterprises through a mentoring program.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-2dcdedaaa37a1621d33da3cd","conditions":null,"description":"The project seeks to expand its impact through communication activities and large-scale clustering to ensure the widespread dissemination of results.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"70ca2830e33c0f25794853d2b07f09cd09c936d92d639b2f5f4c627a3d38c6d8","sheet_sha256":"4b446628da1e94d6743f5001a726b808b40e3b52e1f7da1045f936542faea427","sheet_version":"mesh-activity-sheet-v3","source_version":"ddca7af0ebaa58cda91efef92c29a37d885047e2b0ec1786309c00ae2ff7250c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","mixed_ownership_passage_not_attributed","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard-20260928-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"4","uri":"http://data.europa.eu/sdg/4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.3","uri":"http://data.europa.eu/sdg/8.3","name":"Promote development-oriented policies that support productive activities, decent job creation, entrepreneurship, creativity and innovation, and encourage the formalization and growth of micro-, small- and medium-sized enterprises, including through access to financial services","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"46ad82fc7ada2d084c85dc101783b6b59791c0ea82fb9c8c481ef8a1b74362d3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"GROUNDUP","title":"Boosting CBRNE Innovation in Southern CEE: Building a Resilient Ecosystem through Fostering Academy-Industry Collaboration","status":"SIGNED","startDate":"2025-06-01","endDate":"2027-05-31","ecSignatureDate":"2025-05-15","totalCost":0.0,"ecMaxContribution":499593.76,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-CSA","masterCall":"HORIZON-EIE-2024-CONNECT-02","subCall":"HORIZON-EIE-2024-CONNECT-02","grantDoi":"10.3030/101214954","keywords":["CBRNE; Capacity building; Mentoring;"],"contentUpdateDate":"2026-01-19 14:53:45","topics":[{"code":"HORIZON-EIE-2024-CONNECT-02-01","title":"Expanding Academia-Enterprise Collaborations"}],"legalBasis":[{"code":"HORIZON.3.2","title":"European innovation ecosystems","main":true},{"code":"HORIZON.3.2.3","title":"Joint programmes close to innovators","main":false}],"euroSciVoc":[{"code":"/29/97/87917856/1335/31958608/1331","path":"social sciences/political sciences/political policies/civil society/civil society organisations/nongovernmental organizations","title":"nongovernmental organizations"},{"code":"/29/91/523/61851014","path":"social sciences/economics and business/business and management/innovation management","title":"innovation management"},{"code":"/29/91/523/1309","path":"social sciences/economics and business/business and management/entrepreneurship","title":"entrepreneurship"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"INSTITUT ZA NUKLEARNE NAUKE VINCA INSTITUT OD NACIONALNOG ZNACAJA ZA REPUBLIKU SRBIJU, UNIVERZITET U BEGRADU","shortName":"VINCA INSTITUTE OF NUCLEAR SCIENCES, NATIONAL INSTITUTE OF THE REPUBLIC OF SERBIA, UNIVERSITY OF BELGRADE","role":"coordinator","country":"RS","city":"VINCA BEOGRAD","activityType":"REC","sme":false,"ecContribution":125000.0,"totalCost":0.0,"geolocation":[44.8178131,20.4568974],"order":1},{"name":"UNIVERSITATEA NATIONALA DE STIINTASI TEHNOLOGIE POLITEHNICA BUCURESTI","shortName":"NATIONAL UNIVERSITY OF SCIENCE ANDTECHNOLOGY POLITEHNICA BUCHAREST","role":"participant","country":"RO","city":"BUCURESTI","activityType":"HES","sme":false,"ecContribution":85000.01,"totalCost":0.0,"geolocation":[44.4420231,26.0522546],"order":2},{"name":"DESIGN TERMINAL KOZHASZNU NONPROFIT KORLATOLT FELELOSSEGU TARSASAG","shortName":null,"role":"participant","country":"HU","city":"Tatabanya","activityType":"OTH","sme":false,"ecContribution":89843.75,"totalCost":0.0,"geolocation":[47.5869267,18.4001174],"order":3},{"name":"PRIVANOVA SAS","shortName":null,"role":"participant","country":"FR","city":"Paris","activityType":"PRC","sme":true,"ecContribution":118062.5,"totalCost":0.0,"geolocation":[48.869964992,2.3081639885],"order":4},{"name":"SCORPION NETWORKS LTD","shortName":"SBN","role":"participant","country":"IE","city":"Clane","activityType":"PRC","sme":true,"ecContribution":81687.5,"totalCost":0.0,"geolocation":[53.2911753,-6.6861146],"order":5}],"topicDetails":[{"identifier":"HORIZON-EIE-2024-CONNECT-02-01","title":"Expanding Academia-Enterprise Collaborations","callIdentifier":"HORIZON-EIE-2024-CONNECT-02","callTitle":"Interconnected Innovation Ecosystems (2024.2)","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Joint programmes close to innovators"],"typeOfAction":"HORIZON-CSA HORIZON Coordination and Support Actions","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2024-06-05","deadlineDates":["2024-09-18"],"budget":{"budgetByYear":{"2024":"2500000"},"expectedGrants":5,"minContribution":500000,"maxContribution":500000,"deadlineModel":"single-stage"},"keywords":["Business development","Conducting educational research","Entrepreneurship","Entrepreneurship education","Innovation policy","Market-creating innovation","Start-up companies","Types of innovation"],"description":"Expected Outcome:Projects results are expected to contribute to four (4) or more of the following expected outcomes:\n• Improved integration of research institutions, Higher Education Institutions, vocational schools, and similar organisations into Europe’s innovation ecosystems by establishing better links with start-ups and start-up networks, accelerators and incubators, business angels and investor communities;\n• Improved flows of knowledge, skills, and talents between educational institutions and other innovation ecosystem actors at various levels of development, including in the deep tech[1] field in line with the New European Innovation Agenda[2];\n• Improved skills of all involved ecosystem actors to increase innovation potential, inter-sectoral mobility, and market uptake of new technologies; Targeted are skills necessary and responsive to innovation and labour market needs on digital, green, and entrepreneurial skills, networking skills, risk taking, and in particular in the deep tech field;\n• Improved connections of educational institutions to high-quality remote testing, validation, and up-scaling of innovations delivered by research and technology infrastructures across the EU;\n• Improved competence of students, graduates, researchers, and workforce to launch, run, and lead successful and profitable start-ups, including in the deep tech field;\n• Enhanced availability of local talents equipped with skills to support business acceleration and digitalisation[3];\n• Enhanced entrepreneurial activity in developing innovation ecosystems and their upscaling and interconnectedness across the EU supported by citizens and local initiatives in order to build innovative solutions to current and future challenges;\n• Increased engagement and connectedness with other ecosystem actors (e.g. other educational institutions, Technology Transfer Offices, Research and Technology Organisations, local and regional enterprises, private companies, start-ups, early-stage companies, accelerators, incubators, etc.) within and between regions;\n• Increased youth (self) employability and gender balance in collaborations.\nScope:Target group(s): Research and innovation ( related actors such as vocational schools, higher education institutions, public authorities in the field of education and employment, innovation agencies, SMEs, deep tech companies, the European Innovation Council (EIC) and the European Institute of Innovation and Technology (EIT) start-ups and industry, research performing organisations, knowledge and technology transfer offices and associations, students and researchers.\nEducational and research institutions are considered key places for knowledge production and innovation, and should be well connected within and beyond their respective regional innovation ecosystems. By increasing the connectedness of educational and research institutions, host regions will be able to increase their competitive advantage by fostering and possibly attracting talent, high-tech companies, and boosting innovation output in the area;\nHowever, due to the diverse innovation landscape in Europe, educational and research institutions from better-connected innovation ecosystems benefit from more local accelerators with greater funding opportunities and more qualified business support services compared to their counterparts in other areas, including rural or peripheral areas.\nThe action should foster the creation of innovation ecosystems with educational and research institutions, or strengthen their existing links. Proposals should outline activities for supporting educational and research institutions to take a greater entrepreneurial role, e.g. through boosting innovation and entrepreneurship within their activities. The action should also ensure that educational and research institutions’ assets and vision are articulated clearly and in line with respective regional specialisations (such as smart specialisation strategies), so they can easily be integrated into innovation ecosystems and economic value chains.\nThe proposals should leverage best practices of the private and public sector in the EU's well performing innovation hubs and enhance collaborations between businesses with R&I actors in educational and research institutions. The proposals should build on the educational and research institutions' focus areas and relationship to innovation, matching regional and business interests (and where relevant complement smart specialisation strategies), in order to maximize each stakeholders’ strengths and accelerate progress. The proposals should outline activities that will foster connectedness of the innovation ecosystems while preventing brain drain and encourage talent to stay in emerging regions, including rural areas. Only by providing local talents, including female talents, with knowledge and opportunities to contribute to the local private sector or develop their own businesses, local innovation ecosystems can expand based on sustainable and inclusive growth. The proposals should valorise high levels of technical skills, including in deep tech, in developing innovation ecosystems with hands-on knowledge and experiences in business management and international scale-up processes.\nThe action supports co-designed programmes of activities of at least two (2) years, proposed jointly by educational institutions, research institutions, and other R&I actors from ‘emerging’ and ‘moderate’ innovation ecosystems and the private sector from innovation hubs (‘strong innovators’ and ‘innovation leaders’), to ensure better connectedness between higher education institutions and research organisation with other actors of innovation ecosystems, for example:\n• Engagement of business experts into the implementation of networking activities and building innovation ecosystem around the university/research institution;\n• Engagement of students, graduates, researchers and workforce from various disciplines and departments into the","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIE-2024-CONNECT-02-01"}]}}
{"id":"101106577","acronym":"MATER","name":"Monitoring mentAl healTh in brEast canceR","offer":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers. The project addresses three research questions. We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes. Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks. This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","objective":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers. The project addresses three research questions. We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes. Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks. This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalSourceVersion":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","textHash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19","sourceUrl":"https://cordis.europa.eu/project/id/101106577","country":"LU","participantCountries":["LU"],"programme":"HORIZON","status":"TERMINATED","sourceUpdated":"2023-07-07 17:08:19","locations":[],"goal":3,"goalIds":[3],"rels":[{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:c597b569aaa19f380cb9a39b2a19b2953b7aae2e26ebad1c557843175a6e664a","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.”","modality":"planned","hypothesis":null,"quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nOne over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","reason":"purpose: The project explicitly aims to improve the identification and monitoring of mental health-related symptoms in women with breast cancer using a Bayesian network algorithm, satisfying the health-related intervention condition.\nscope: The project explicitly targets women with breast cancer, a specific population group, which is eligible under the scope criteria without requiring coverage of all ages.","checks":[{"evidence_ids":["s4","s1","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to improve the identification and monitoring of mental health-related symptoms in women with breast cancer using a Bayesian network algorithm, satisfying the health-related intervention condition.","status":"supported"},{"evidence_ids":["s4","s1"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets women with breast cancer, a specific population group, which is eligible under the scope criteria without requiring coverage of all ages.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"c597b569aaa19f380cb9a39b2a19b2953b7aae2e26ebad1c557843175a6e664a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-26T16:26:20.904954+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-841ec61d4be506f4af5a596d","activity_ref":"a7","claim_unit_candidates":["a7","a8"],"end":1542,"evidence_id":"s4","ownership":"current_project","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","quote_sha256":"1f8bc499314bddbd8a5d4bbb2709c4391db0bce2a3046cb06b463e4b17d18501","role":"activity","source_span_id":"c19804bdcaa60b67fe55d5e746cb84750fc110c5b998c9b0811bea70b1d4c129","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":876},"activityBinding":{"activity_ids":["act-841ec61d4be506f4af5a596d","act-bb476ff8bf1088b207f813d1"],"activity_refs":["a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a7","a8"],"scope":["a7","a8"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-841ec61d4be506f4af5a596d","conditions":null,"description":"The project will use a Bayesian network algorithm combining symptom networks and voice-based estimations for joint symptom estimation.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-bb476ff8bf1088b207f813d1","conditions":null,"description":"The project will produce a Bayesian network algorithm combining symptom networks and voice-based symptom estimations.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"supported","strength":"strong","assertionId":"mapping:a22cd544bb9ee8e862440e94467f77ace35131a6a499e726775e78be05c5db51","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.”","modality":"planned","hypothesis":null,"quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nOne over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","reason":"purpose: The project explicitly aims to improve detection and monitoring of mental health in breast cancer patients, directly promoting mental health and well-being.\nscope: The selected limb concerns human mental health and well-being in breast cancer patients, satisfying the scope condition for SDG 3.4.","checks":[{"evidence_ids":["s3","s4","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to improve detection and monitoring of mental health in breast cancer patients, directly promoting mental health and well-being.","status":"supported"},{"evidence_ids":["s3","s4","s1"],"id":"scope","missing_evidence":null,"reason":"The selected limb concerns human mental health and well-being in breast cancer patients, satisfying the scope condition for SDG 3.4.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"a22cd544bb9ee8e862440e94467f77ace35131a6a499e726775e78be05c5db51","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-27T20:24:30.787395+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-7ef300a4c4db81cf918bf0f3","activity_ref":"a5","claim_unit_candidates":["a5","a6"],"end":875,"evidence_id":"s3","ownership":"current_project","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","quote_sha256":"6eaadc2258b4fbb561133e6309015487a68b42aaf292c1ad318bf5c440d5d92b","role":"activity","source_span_id":"7cfe14a2b656ce46f1c3ff2c352f0a3aab610d52d3e20e1c16111cbe13580f2f","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":396},"activityBinding":{"activity_ids":["act-7ef300a4c4db81cf918bf0f3","act-0b3d3e8bcdf0575fc7b041c6","act-841ec61d4be506f4af5a596d","act-bb476ff8bf1088b207f813d1"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s3","s4"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a5","a6","a7","a8"],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8"],"pathway":null,"selected_units":[{"activity_id":"act-7ef300a4c4db81cf918bf0f3","conditions":null,"description":"The project will analyze links between depressive symptoms, fatigue, and decreased quality of life using symptom networks.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-0b3d3e8bcdf0575fc7b041c6","conditions":null,"description":"The project will automatically estimate symptoms using voice descriptors from real-life recordings and machine learning pipelines.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a6","role":"method","support_eligible":true},{"activity_id":"act-841ec61d4be506f4af5a596d","conditions":null,"description":"The project will use a Bayesian network algorithm combining symptom networks and voice-based estimations for joint symptom estimation.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-bb476ff8bf1088b207f813d1","conditions":null,"description":"The project will produce a Bayesian network algorithm combining symptom networks and voice-based symptom estimations.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":true},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:ac4378f7012cf0bd79e8b732ec5ddb0ab0f351643943e138dde75f6adbd9d6f4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on mental health monitoring for breast cancer patients, not on mechanisms of inequality within or among countries.\nscope: The project targets a specific medical condition (breast cancer) rather than identifying social/economic inequality, exclusion, or institutional imbalance.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mental health monitoring for breast cancer patients, not on mechanisms of inequality within or among countries.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets a specific medical condition (breast cancer) rather than identifying social/economic inequality, exclusion, or institutional imbalance.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"ac4378f7012cf0bd79e8b732ec5ddb0ab0f351643943e138dde75f6adbd9d6f4","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-27T04:52:22.217942+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:773c6878a79dc073d5ae53b2bd517834bbb350fe6cbf683487e63e45a6c3f610","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on mental health monitoring in breast cancer patients, not on conserving or sustainably using oceans, seas, or marine resources.\nscope: The target population is women with breast cancer; the ecosystem is not marine, failing the requirement for marine conservation or sustainable use.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mental health monitoring in breast cancer patients, not on conserving or sustainably using oceans, seas, or marine resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The target population is women with breast cancer; the ecosystem is not marine, failing the requirement for marine conservation or sustainable use.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"773c6878a79dc073d5ae53b2bd517834bbb350fe6cbf683487e63e45a6c3f610","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T04:52:22.220273+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.a","name":"Increase scientific knowledge, develop research capacity and transfer marine technology, taking into account the Intergovernmental Oceanographic Commission Criteria and Guidelines on the Transfer of Marine Technology, in order to improve ocean health and to enhance the contribution of marine biodiversity to the development of developing countries, in particular small island developing States and least developed countries","uri":"http://data.europa.eu/sdg/14.a","state":"no_mapping","strength":"partial","assertionId":"mapping:ab846b95d45436fb1d8765da5b58939249fd20c15d6aab93fefca11ca98f50de","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on mental health in breast cancer patients, not ocean health or marine biodiversity. No marine contribution is stated.\nscope: The work addresses mental health in women with breast cancer, which is not substantively marine. No ocean or marine elements are present.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mental health in breast cancer patients, not ocean health or marine biodiversity. No marine contribution is stated.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The work addresses mental health in women with breast cancer, which is not substantively marine. No ocean or marine elements are present.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"ab846b95d45436fb1d8765da5b58939249fd20c15d6aab93fefca11ca98f50de","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1bb5777f08fd0688122c8f18944a7259cc989aff8fea1f1a1c0cb266b19010f4","recordedAt":"2026-09-27T04:52:22.221574+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"no_mapping","strength":"partial","assertionId":"mapping:33dcd0653107c569edf84a8f6b04520ff493f728c3797efa12b1c5dfc3dac63b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on mental health monitoring for breast cancer patients, not on promoting peaceful/inclusive societies, access to justice, or building effective institutions.\nscope: The target population is women with breast cancer, a specific medical condition, not a general social, justice, or institutional setting.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mental health monitoring for breast cancer patients, not on promoting peaceful/inclusive societies, access to justice, or building effective institutions.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The target population is women with breast cancer, a specific medical condition, not a general social, justice, or institutional setting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"33dcd0653107c569edf84a8f6b04520ff493f728c3797efa12b1c5dfc3dac63b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-27T05:01:25.473312+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.a","name":"Strengthen relevant national institutions, including through international cooperation, for building capacity at all levels, in particular in developing countries, to prevent violence and combat terrorism and crime","uri":"http://data.europa.eu/sdg/16.a","state":"no_mapping","strength":"partial","assertionId":"mapping:5870f154acc9b731d351fe5a99001c26196c0f7fdd7ad492f5243553cba4feee","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on mental health monitoring for breast cancer patients, not violence, terrorism, or crime prevention. The stated purpose does not match the target condition.\nscope: The project targets women with breast cancer, a specific health group, rather than national institutions or the general population regarding violence or crime prevention.","checks":[{"evidence_ids":["s1","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on mental health monitoring for breast cancer patients, not violence, terrorism, or crime prevention. The stated purpose does not match the target condition.","status":"not_met"},{"evidence_ids":["s1","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets women with breast cancer, a specific health group, rather than national institutions or the general population regarding violence or crime prevention.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"5870f154acc9b731d351fe5a99001c26196c0f7fdd7ad492f5243553cba4feee","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"50ac90c586556e4a6bc0ef0304f821c9d2321cf72479d7cc7fc4d08f71e431f8","recordedAt":"2026-09-27T04:59:51.513567+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:3a7fef6e5b27e74c466e4ad47f380aaec59e7b58eac88af5e96aecddf81d2073","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on individual researcher training and academic career advancement, not on strengthening institutional capacity or mobilizing resources for a stated development outcome.\nscope: The activity described is individual skill acquisition and networking, lacking the defined institutional mechanism required to enable a sustainable development activity.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on individual researcher training and academic career advancement, not on strengthening institutional capacity or mobilizing resources for a stated development outcome.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The activity described is individual skill acquisition and networking, lacking the defined institutional mechanism required to enable a sustainable development activity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"3a7fef6e5b27e74c466e4ad47f380aaec59e7b58eac88af5e96aecddf81d2073","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ca3ef492333c8a28f7bf91c796c87ea3a94721144d218526442b64cd905af3b9","recordedAt":"2026-09-27T04:59:51.515082+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:0e21dc827203495f59e10aa174de06252a5e5f7b951f887cb80231f4e41e6151","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","reason":"purpose: The project mentions creating an international network, but this is framed as a career benefit for the applicant, not a mechanism for enhancing regional/international cooperation on STI or knowledge-sharing.\nscope: The 'international network' is described as a generic academic profile booster, lacking specific cooperating communities, institutions, countries, or substantive STI/knowledge exchange details.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project mentions creating an international network, but this is framed as a career benefit for the applicant, not a mechanism for enhancing regional/international cooperation on STI or knowledge-sharing.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The 'international network' is described as a generic academic profile booster, lacking specific cooperating communities, institutions, countries, or substantive STI/knowledge exchange details.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"0e21dc827203495f59e10aa174de06252a5e5f7b951f887cb80231f4e41e6151","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-27T05:01:25.476098+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"no_mapping","strength":"partial","assertionId":"mapping:e62b6da3d4d948111bc194451ab4ad3bbe3d7bd310730d07dbd2b76b7a5e40e2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project aims to improve mental health monitoring, not education. The stated activity is creating an academic network for career advancement, not providing educational opportunities.\nscope: The activity involves creating a professional network for the applicant, not an identifiable learner population or educational opportunity.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve mental health monitoring, not education. The stated activity is creating an academic network for career advancement, not providing educational opportunities.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The activity involves creating a professional network for the applicant, not an identifiable learner population or educational opportunity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"e62b6da3d4d948111bc194451ab4ad3bbe3d7bd310730d07dbd2b76b7a5e40e2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-27T05:01:25.477691+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"4.4","name":"By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship","uri":"http://data.europa.eu/sdg/4.4","state":"no_mapping","strength":"partial","assertionId":"mapping:5ca3ad41489d596a5ba6f3810f55aa87a25e9dc09f4948b4fafdf02ffa9b6b5f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project aims to improve mental health monitoring skills for the applicant, not to develop skills for employment or entrepreneurship. The connection to decent jobs is speculative and not explicit.\nscope: The described skills (voice processing, project management) are for academic advancement, not for youth or adult working capabilities in employment or entrepreneurship.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve mental health monitoring skills for the applicant, not to develop skills for employment or entrepreneurship. The connection to decent jobs is speculative and not explicit.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The described skills (voice processing, project management) are for academic advancement, not for youth or adult working capabilities in employment or entrepreneurship.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"5ca3ad41489d596a5ba6f3810f55aa87a25e9dc09f4948b4fafdf02ffa9b6b5f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ec195f61027380c473c760ce5451e4504ad22e2c509b360ca7900df891912911","recordedAt":"2026-09-27T05:01:25.479436+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"1bd6d141a4d14f535f36eb3cdab68b34ef5cb9328523c32da6f919891c759694","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:712902d8705d303ef8e295d0eb5895466540d5d3a60ab390d87462eadada2e7a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.\n\nThis project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","reason":"purpose: The project focuses on research and developing methods/tools for mental health monitoring, not building infrastructure, industrial processes, or upgrading production capacity.\nscope: The project addresses a health issue (mental health in breast cancer) rather than the specific infrastructure, industrial processes, or innovation systems defined for SDG 9.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on research and developing methods/tools for mental health monitoring, not building infrastructure, industrial processes, or upgrading production capacity.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project addresses a health issue (mental health in breast cancer) rather than the specific infrastructure, industrial processes, or innovation systems defined for SDG 9.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"712902d8705d303ef8e295d0eb5895466540d5d3a60ab390d87462eadada2e7a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T09:56:01.998859+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a9"],"pathway":"null","selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"174d10ae10aceed9ffeb45a99cc40d0dc22eb523ee60fdadf56b0bef85d769f3","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:b4e47d7a94febc05af8ee3084b490845d46226220737f14fe5ca391e12f6bb9d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.\n\nOne over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.\n\nThe project addresses three research questions.\n\nWe first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.\n\nFinally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","reason":"purpose: The project aims to improve mental health monitoring skills for the applicant, not to increase research capacity for a named sector or institution beyond the project itself.\nscope: Code: support could not be attributed: passage(s) s4 describe both the project's own work and other work, and the selected activity is not the project's own. The project develops methods and tools (Bayesian networks, voice descriptors) for scientific research, satisfying the research limb of the target.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve mental health monitoring skills for the applicant, not to increase research capacity for a named sector or institution beyond the project itself.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s4"],"id":"scope","missing_evidence":"Code: support could not be attributed: passage(s) s4 describe both the project's own work and other work, and the selected activity is not the project's own. The project develops methods and tools (Bayesian networks, voice descriptors) for scientific research, satisfying the research limb of the target.","reason":"Code: support could not be attributed: passage(s) s4 describe both the project's own work and other work, and the selected activity is not the project's own. The project develops methods and tools (Bayesian networks, voice descriptors) for scientific research, satisfying the research limb of the target.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"Code: support could not be attributed: passage(s) s4 describe both the project's own work and other work, and the selected activity is not the project's own. The project develops methods and tools (Bayesian networks, voice descriptors) for scientific research, satisfying the research limb of the target."}],"evidence":[{"end":1885,"kind":"text","quote":"This project will allow the applicant to improve his skills in voice signal processing, precision health (in particular in oncology), but also in scientific project management and in research valorization, creating an international network and elevating his profile to such levels as to accelerate his access to high-level academic positions.","start":1543,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":347,"kind":"text","quote":"One over three women with breast cancer will develop mental health issues, adding the burden of a deterioration of their quality of life to the management of cancer itself.The objective of the MATER project is to improve the detection and monitoring of mental health in women with breast cancer by leveraging symptom networks and vocal biomarkers.","start":0,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":395,"kind":"text","quote":"The project addresses three research questions.","start":348,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":875,"kind":"text","quote":"We first hypothesize that the use of symptom networks will allow a better understanding of the links between depressive symptoms, fatigue and a decreased quality of life, and identify the most important symptoms in the deterioration of the mental health of these women.We also assume that automatically estimating these symptoms using voice descriptors extracted from real-life recordings and machine learning pipelines will make it easier to monitor them in the patients' homes.","start":396,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"},{"end":1542,"kind":"text","quote":"Finally, we hypothesize that the use of a Bayesian network algorithm combining the symptom network and the voice-based symptom estimations will allow a more accurate joint estimation of these symptoms - and thus improve the identification and monitoring of mental health-related symptoms in women with breast cancer.The interdisciplinary MATER project is based on Colive Voice, a unique dataset of clinical and voice data and leverages both the complementary host's and supervisor's extensive experience in digital and personalized health and the applicant's knowledge of vocal biomarker design and machine learning, mental disorder semiology, and Bayesian networks.","start":876,"text_hash":"92b593c887a2748bdf326e49b2a33cc556909b9004e978309d324b3731d15a19"}],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","originalAssertionId":"b4e47d7a94febc05af8ee3084b490845d46226220737f14fe5ca391e12f6bb9d","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"b4c23f1acef03c2f0eedc2b1254af00935def45326196fd9d8bb6a5b5dd4be9b","sheet_sha256":"174d10ae10aceed9ffeb45a99cc40d0dc22eb523ee60fdadf56b0bef85d769f3","sheet_version":"mesh-activity-sheet-v3","source_version":"e745a5837df128b06f4d193646f0865151bf7968c434c97114f3564bdeee27dc","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["mixed_ownership_passage_not_attributed","support_downgraded_unattributable_evidence"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard-20260928-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"10.2","uri":"http://data.europa.eu/sdg/10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.8","uri":"http://data.europa.eu/sdg/3.8","name":"Achieve universal health coverage, including financial risk protection, access to quality essential health-care services and access to safe, effective, quality and affordable essential medicines and vaccines for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.d","uri":"http://data.europa.eu/sdg/3.d","name":"Strengthen the capacity of all countries, in particular developing countries, for early warning, risk reduction and management of national and global health risks","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.b","uri":"http://data.europa.eu/sdg/4.b","name":"By 2020, substantially expand globally the number of scholarships available to developing countries, in particular least developed countries, small island developing States and African countries, for enrolment in higher education, including vocational training and information and communications technology, technical, engineering and scientific programmes, in developed countries and other developing countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5","uri":"http://data.europa.eu/sdg/5","name":"Achieve gender equality and empower all women and girls","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"46e0d25279f0d49f5d9d4afede9a06067651ead6a5d7622685db66be2877c5fa","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MATER","title":"Monitoring mentAl healTh in brEast canceR","status":"TERMINATED","startDate":"2023-09-01","endDate":"2025-08-31","ecSignatureDate":"2023-06-30","totalCost":0.0,"ecMaxContribution":175920.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2022-PF-01","subCall":"HORIZON-MSCA-2022-PF-01","grantDoi":"10.3030/101106577","keywords":["Symptom networks","Vocal biomarkers"],"contentUpdateDate":"2023-07-07 17:08:19","topics":[{"code":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/21/39/225","path":"medical and health sciences/clinical medicine/oncology","title":"oncology"}],"policyPriorities":{"digitalAgenda":100.0,"cleanAir":40.0,"ai":100.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"LUXEMBOURG INSTITUTE OF HEALTH","shortName":"LIH","role":"coordinator","country":"LU","city":"Strassen","activityType":"REC","sme":false,"ecContribution":175920.0,"totalCost":0.0,"geolocation":[49.619815498,6.0959643899],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022","callIdentifier":"HORIZON-MSCA-2022-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2022","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2022-05-11","deadlineDates":["2022-09-13"],"budget":null,"keywords":[],"description":"Expected Outcome:\nProject results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through interdisciplinary, inter-sectoral and international experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers, undertaking international mobility either to or between EU Member States or Horizon Europe Associated Countries, as well as to non-associated Third Countries. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers seeking a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. It must be substantiated by a letter of commitment from the European non-academic organisation where the placement takes place[5]. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (missing letter of commitment or taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills[6], foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science) and promote Open Science practices (open access to publications and to research data, FAIR data management, etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, plannin","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2022-PF-01-01"}]}}
{"id":"101180590","acronym":"CharcoEnvHist","name":"Hidden in the forest: environmental history and ethnobiology of charcoal burning in Central and Eastern Europe since the19th century","offer":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems. One of these uses is charcoal burning. It was a common type of forest use in Europe from prehistory until the 20th century. Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy . Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use. The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe. The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research. The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning. Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management. To achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.  The expertise of my supervisor at the host institute, Dr. Péter Szabó, and mentor of the SP, Dr. Giacomo Bonan, in interdisciplinary research of forest history will provide me with an excellent background that will broaden my horizons and contribute to my further development in academia.","objective":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems. One of these uses is charcoal burning. It was a common type of forest use in Europe from prehistory until the 20th century. Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy . Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use. The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe. The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research. The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning. Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management. To achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.  The expertise of my supervisor at the host institute, Dr. Péter Szabó, and mentor of the SP, Dr. Giacomo Bonan, in interdisciplinary research of forest history will provide me with an excellent background that will broaden my horizons and contribute to my further development in academia.","sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalSourceVersion":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","textHash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd","sourceUrl":"https://cordis.europa.eu/project/id/101180590","country":"CZ","participantCountries":["CZ","DE","IT"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-30 10:42:42","locations":[],"goal":12,"goalIds":[12,15],"rels":[{"code":"11.4","name":"Strengthen efforts to protect and safeguard the world’s cultural and natural heritage","uri":"http://data.europa.eu/sdg/11.4","state":"supported","strength":"strong","assertionId":"mapping:3f200f6b90a02407a3ae6938ead784ba732d5b9c824ac9ba7f4df0cb63d576d2","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.”","modality":"planned","hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project explicitly aims to examine environmental history and vegetation of charcoal kiln sites to preserve biocultural heritage, satisfying the protection condition.\nscope: The subject (charcoal burning) is evidenced as cultural heritage in source s4, and the project scope covers Central and Eastern Europe without invented formal designation.","checks":[{"evidence_ids":["s6","s7","s8","s9","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to examine environmental history and vegetation of charcoal kiln sites to preserve biocultural heritage, satisfying the protection condition.","status":"supported"},{"evidence_ids":["s6","s7","s8","s9","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The subject (charcoal burning) is evidenced as cultural heritage in source s4, and the project scope covers Central and Eastern Europe without invented formal designation.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"3f200f6b90a02407a3ae6938ead784ba732d5b9c824ac9ba7f4df0cb63d576d2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"95c077f8bf711162a004bfb179eebb12a0062cf1165e6cc0358bf40ab14ef82d","recordedAt":"2026-09-28T17:07:46.223197+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-32073b0ea195755484e44914","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":914,"evidence_id":"s6","ownership":"current_project","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","quote_sha256":"615e00a6cd209fec80237fd281bdec214d711b5c04266e3f86400541e67905c3","role":"activity","source_span_id":"252c91bab6009b6b6feffb41f253176fb53864a0fbf339bb95158aa7567eb554","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":614},"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-acef91a695b413a70b0b7fb2","act-1b4397d5760c84b6b98a8536","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a8","a9","a10"],"scope":["a6","a7","a8","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-acef91a695b413a70b0b7fb2","conditions":null,"description":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12.8","name":"By 2030, ensure that people everywhere have the relevant information and awareness for sustainable development and lifestyles in harmony with nature","uri":"http://data.europa.eu/sdg/12.8","state":"supported","strength":"strong","assertionId":"mapping:ee49bc45751b94e499b0946d6f321c5ef17c8dcc13cec0f57adde28d33f23e5e","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.”","modality":"planned","hypothesis":null,"quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.\n\nThe aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","reason":"purpose: The project explicitly aims to provide new insights for energy production and landscape management, enabling sustainable development and lifestyles in harmony with nature.\nscope: The project targets people everywhere by preserving biocultural heritage of European forested landscapes, ensuring relevant information and awareness for sustainable development.","checks":[{"evidence_ids":["s9","s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to provide new insights for energy production and landscape management, enabling sustainable development and lifestyles in harmony with nature.","status":"supported"},{"evidence_ids":["s9","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets people everywhere by preserving biocultural heritage of European forested landscapes, ensuring relevant information and awareness for sustainable development.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"ee49bc45751b94e499b0946d6f321c5ef17c8dcc13cec0f57adde28d33f23e5e","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e70d513bf692f67480272bb4628c60da0ea90abbf27c0805bd84a3829bf82d56","recordedAt":"2026-09-26T03:42:55.947515+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-8eff3cccc698aa6427e14134","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1478,"evidence_id":"s9","ownership":"current_project","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","quote_sha256":"8ca67e8f1d3a17c69cc9d8ed386450f8d8f68ff0f98cb3f315f349dc1e63018b","role":"dissemination","source_span_id":"e75ffe21eb7da5dc04d8d01419c977b9e976ba2b4748f69419ca98dad01dc8b1","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1247},"activityBinding":{"activity_ids":["act-8eff3cccc698aa6427e14134"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s6"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"670142076455cf02eb267be66511cd3fb3dc91d0449d4e13de00154e7613134c","sheet_sha256":"d9f0a373b26066c82a25e2dc023186d47ac1e4369df82ebdb7179a3ae20a5623","sheet_version":"mesh-activity-sheet-v2","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"supported","strength":"strong","assertionId":"mapping:c23f1fb66325b17a989141118ad6708351252a8c93a93d23f953879bffd1c9cb","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.”","modality":"planned","hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project explicitly aims to examine environmental history and vegetation of charcoal kiln sites to support preservation of biocultural heritage and provide insights for landscape management, satisfying the pathway to sustainably using terrestrial ecosystems.\nscope: The subject of the project is charcoal burning and its environmental history in Central and Eastern Europe, which falls under terrestrial ecosystems and forests, meeting the scope criteria.","checks":[{"evidence_ids":["s6","s8","s9","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to examine environmental history and vegetation of charcoal kiln sites to support preservation of biocultural heritage and provide insights for landscape management, satisfying the pathway to sustainably using terrestrial ecosystems.","status":"supported"},{"evidence_ids":["s6","s8","s9","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The subject of the project is charcoal burning and its environmental history in Central and Eastern Europe, which falls under terrestrial ecosystems and forests, meeting the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"c23f1fb66325b17a989141118ad6708351252a8c93a93d23f953879bffd1c9cb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-26T15:05:44.928794+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-32073b0ea195755484e44914","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":914,"evidence_id":"s6","ownership":"current_project","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","quote_sha256":"615e00a6cd209fec80237fd281bdec214d711b5c04266e3f86400541e67905c3","role":"activity","source_span_id":"252c91bab6009b6b6feffb41f253176fb53864a0fbf339bb95158aa7567eb554","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":614},"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-1b4397d5760c84b6b98a8536","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a9","a10"],"scope":["a6","a7","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a6","a8","a9","a10"],"pathway":"The project examines environmental history and vegetation of charcoal kiln sites (a6) using ecological and ethnobiological methods (a8) to generate novel data on non-timber forest uses (a9) and support preservation of biocultural heritage (a10).","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"5","name":"Achieve gender equality and empower all women and girls","uri":"http://data.europa.eu/sdg/5","state":"supported","strength":"strong","assertionId":"mapping:87b2854d9a25ce72d1c23a980018330c4d1da43b51162717cf62630c880eafae","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.”","modality":"planned","hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","reason":"purpose: The project explicitly aims to examine the role of women and children in charcoal burning (s6) using ethnobiological methods (s7), addressing gender inequality through a substantive pathway.\nscope: The project concerns the empowerment of women and children (s6) in a specific context (charcoal burners in Central/Eastern Europe) without geographic restrictions on the group, meeting the scope criteria.","checks":[{"evidence_ids":["s6","s7","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to examine the role of women and children in charcoal burning (s6) using ethnobiological methods (s7), addressing gender inequality through a substantive pathway.","status":"supported"},{"evidence_ids":["s6","s9","s5"],"id":"scope","missing_evidence":null,"reason":"The project concerns the empowerment of women and children (s6) in a specific context (charcoal burners in Central/Eastern Europe) without geographic restrictions on the group, meeting the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"87b2854d9a25ce72d1c23a980018330c4d1da43b51162717cf62630c880eafae","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01fa39db53aa0491de0fc8c05d1cf353cf509e8d252238d6babc6177eccec90b","recordedAt":"2026-09-27T14:27:32.314893+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-32073b0ea195755484e44914","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":914,"evidence_id":"s6","ownership":"current_project","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","quote_sha256":"615e00a6cd209fec80237fd281bdec214d711b5c04266e3f86400541e67905c3","role":"activity","source_span_id":"252c91bab6009b6b6feffb41f253176fb53864a0fbf339bb95158aa7567eb554","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":614},"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-acef91a695b413a70b0b7fb2","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a8","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7"],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":["s6","s9"],"context_evidence_ids":["s5"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a10"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a9","a10"],"pathway":"a6 -> a7 -> a9 -> a10","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-acef91a695b413a70b0b7fb2","conditions":null,"description":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:8c5cae8f877fb348cacf2cc035196ac2ad3d93b0c65a1a958813fceade89838e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project studies history and ecology of charcoal burning but does not change production/consumption patterns or resource use in a named sector.\nscope: The affected practice (charcoal burning) and system (Central and Eastern Europe) are explicitly identifiable with no geographic restriction.","checks":[{"evidence_ids":["s6","s7","s8","s9","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project studies history and ecology of charcoal burning but does not change production/consumption patterns or resource use in a named sector.","status":"not_met"},{"evidence_ids":["s6","s3"],"id":"scope","missing_evidence":null,"reason":"The affected practice (charcoal burning) and system (Central and Eastern Europe) are explicitly identifiable with no geographic restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"8c5cae8f877fb348cacf2cc035196ac2ad3d93b0c65a1a958813fceade89838e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T13:39:39.274336+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-acef91a695b413a70b0b7fb2","act-1b4397d5760c84b6b98a8536","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a6","a7","a8","a9","a10"],"scope":["a6","a7"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10"],"pathway":"a6 -> a7 -> a8 -> a9 -> a10","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-acef91a695b413a70b0b7fb2","conditions":null,"description":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.2","name":"By 2030, achieve the sustainable management and efficient use of natural resources","uri":"http://data.europa.eu/sdg/12.2","state":"no_mapping","strength":"partial","assertionId":"mapping:f403c80947a9377af1bbc67d056108e3e4021464e74f7d22d6f5149d04c113d8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nTo achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project aims to examine history and vegetation, not to improve sustainable management or efficient use of a resource. It provides insights for management but does not state a concrete contribution to resource saving or management change.\nscope: While forests are the resource, the project focuses on historical examination and social roles rather than identifying a specific management or efficiency mechanism for the resource itself.","checks":[{"evidence_ids":["s6","s10","s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to examine history and vegetation, not to improve sustainable management or efficient use of a resource. It provides insights for management but does not state a concrete contribution to resource saving or management change.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"While forests are the resource, the project focuses on historical examination and social roles rather than identifying a specific management or efficiency mechanism for the resource itself.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1664,"kind":"text","quote":"To achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","start":1479,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"f403c80947a9377af1bbc67d056108e3e4021464e74f7d22d6f5149d04c113d8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d09a169a6922b6927d6d6a27e7ec9300e4df3cfd66f2b1e06da65f66307bfac0","recordedAt":"2026-09-29T13:39:39.277474+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-75cc5d296c071c1d83d1c706"],"activity_refs":["a6","a7","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s10"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a11"],"scope":["a6","a7"]},"code_owned_checks":[],"model_selected_units":["a6","a10"],"pathway":"a6 -> a10","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-75cc5d296c071c1d83d1c706","conditions":null,"description":"The project will use the facilities of the host institute, the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a11","role":"background","support_eligible":false}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"15.5","name":"Take urgent and significant action to reduce the degradation of natural habitats, halt the loss of biodiversity and, by 2020, protect and prevent the extinction of threatened species","uri":"http://data.europa.eu/sdg/15.5","state":"no_mapping","strength":"partial","assertionId":"mapping:798913ff3f5f1b79ac2c715691ac0fd7ecfc1410d9ce44d3ead79e4a64bb68eb","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project aims to examine history and vegetation, not to reduce habitat degradation or protect species. The stated goal is knowledge generation, not direct conservation intervention.\nscope: The project focuses on charcoal burning history and vegetation, not on specific habitats, biodiversity loss processes, or threatened species protection contexts required by SDG 15.5.","checks":[{"evidence_ids":["s6","s8","s9","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to examine history and vegetation, not to reduce habitat degradation or protect species. The stated goal is knowledge generation, not direct conservation intervention.","status":"not_met"},{"evidence_ids":["s6","s8","s9","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on charcoal burning history and vegetation, not on specific habitats, biodiversity loss processes, or threatened species protection contexts required by SDG 15.5.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"798913ff3f5f1b79ac2c715691ac0fd7ecfc1410d9ce44d3ead79e4a64bb68eb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"109e9f47f99466e707951a4b3bed5ae067016ad59b1fdfa6489fe0bfde799c9f","recordedAt":"2026-09-26T15:05:44.930329+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-1b4397d5760c84b6b98a8536","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a9","a10"],"scope":["a6","a7","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a6","a8","a9","a10"],"pathway":"a6 -> a8 -> a9 -> a10","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:655388a08c8e0fa19cfe303037ffc665cb27a5c586af97b360714a75430b282b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","reason":"purpose: The project aims to preserve biocultural heritage and provide insights for energy/management, but does not explicitly integrate ecosystem values into planning, development processes, poverty-reduction strategies, or accounts as required by the criterion.\nscope: The project targets European forested landscapes generally and does not identify a specific receiving national or local planning, policy, development, or accounting process for integration.","checks":[{"evidence_ids":["s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to preserve biocultural heritage and provide insights for energy/management, but does not explicitly integrate ecosystem values into planning, development processes, poverty-reduction strategies, or accounts as required by the criterion.","status":"not_met"},{"evidence_ids":["s9"],"id":"scope","missing_evidence":null,"reason":"The project targets European forested landscapes generally and does not identify a specific receiving national or local planning, policy, development, or accounting process for integration.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"655388a08c8e0fa19cfe303037ffc665cb27a5c586af97b360714a75430b282b","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-26T03:44:37.746316+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"670142076455cf02eb267be66511cd3fb3dc91d0449d4e13de00154e7613134c","sheet_sha256":"d9f0a373b26066c82a25e2dc023186d47ac1e4369df82ebdb7179a3ae20a5623","sheet_version":"mesh-activity-sheet-v2","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.b","name":"Mobilize significant resources from all sources and at all levels to finance sustainable forest management and provide adequate incentives to developing countries to advance such management, including for conservation and reforestation","uri":"http://data.europa.eu/sdg/15.b","state":"no_mapping","strength":"partial","assertionId":"mapping:e98417651af6855d804a47e42026e66a6ee1ff436b143ac98de1611f63e0e26b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nTo achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","reason":"purpose: The project studies charcoal burning history and ecology, not mobilizing resources for sustainable forest management or providing financial incentives.\nscope: The activity concerns charcoal burning history, not sustainable forest management, conservation, or reforestation as defined by SDG 15.b.","checks":[{"evidence_ids":["s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project studies charcoal burning history and ecology, not mobilizing resources for sustainable forest management or providing financial incentives.","status":"not_met"},{"evidence_ids":["s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity concerns charcoal burning history, not sustainable forest management, conservation, or reforestation as defined by SDG 15.b.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1664,"kind":"text","quote":"To achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","start":1479,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"e98417651af6855d804a47e42026e66a6ee1ff436b143ac98de1611f63e0e26b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59ccba3bd1b275d91ad70584a8a8209111412523b8431c89586a498b94186e86","recordedAt":"2026-09-26T23:50:59.484256+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:7d09750c18bab6b3897530df9aa4f21b9a7f0a48235207cdb4a383f10ca37d4a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nUncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.\n\nOne of these uses is charcoal burning.\n\nIt was a common type of forest use in Europe from prehistory until the 20th century.\n\nNowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","reason":"purpose: The project examines charcoal burning history and ecology, not hunger, food security, nutrition, or sustainable agriculture. No stated pathway links charcoal burning to these SDG 2 criteria.\nscope: The contribution concerns charcoal burning (energy production) and forest history, not people's food/nutrition needs or agricultural systems. This falls outside SDG 2 scope.","checks":[{"evidence_ids":["s6","s7","s8","s9","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project examines charcoal burning history and ecology, not hunger, food security, nutrition, or sustainable agriculture. No stated pathway links charcoal burning to these SDG 2 criteria.","status":"not_met"},{"evidence_ids":["s6","s7","s8","s9","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns charcoal burning (energy production) and forest history, not people's food/nutrition needs or agricultural systems. This falls outside SDG 2 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":152,"kind":"text","quote":"Uncovering the details and impacts of different forest uses and their related socio-ecological systems is essential for understanding forest ecosystems.","start":0,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":191,"kind":"text","quote":"One of these uses is charcoal burning.","start":153,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":276,"kind":"text","quote":"It was a common type of forest use in Europe from prehistory until the 20th century.","start":192,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":433,"kind":"text","quote":"Nowadays it is recognized mainly as part of cultural heritage, although it still functions as a raw material source in the production of additional energy .","start":277,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"7d09750c18bab6b3897530df9aa4f21b9a7f0a48235207cdb4a383f10ca37d4a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T23:50:59.486155+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-acef91a695b413a70b0b7fb2","act-1b4397d5760c84b6b98a8536","act-8eff3cccc698aa6427e14134"],"activity_refs":["a6","a7","a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a8","a9","a10"],"scope":["a6","a7","a8","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-acef91a695b413a70b0b7fb2","conditions":null,"description":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-8eff3cccc698aa6427e14134","conditions":null,"description":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.5","name":"By 2020, maintain the genetic diversity of seeds, cultivated plants and farmed and domesticated animals and their related wild species, including through soundly managed and diversified seed and plant banks at the national, regional and international levels, and promote access to and fair and equitable sharing of benefits arising from the utilization of genetic resources and associated traditional knowledge, as internationally agreed","uri":"http://data.europa.eu/sdg/2.5","state":"no_mapping","strength":"partial","assertionId":"mapping:6d74c86d767fe5ae8907b039b7c309c4e53d9365c3621b7cbc477099752ef8e8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.\n\nTo achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","reason":"purpose: The project studies charcoal burning history and ecological impacts, not the maintenance of agricultural genetic diversity or benefit-sharing from genetic resources.\nscope: Charcoal burning is a non-timber forest use; the project does not concern seeds, cultivated plants, domesticated animals, or their related wild species.","checks":[{"evidence_ids":["s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project studies charcoal burning history and ecological impacts, not the maintenance of agricultural genetic diversity or benefit-sharing from genetic resources.","status":"not_met"},{"evidence_ids":["s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"Charcoal burning is a non-timber forest use; the project does not concern seeds, cultivated plants, domesticated animals, or their related wild species.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1664,"kind":"text","quote":"To achieve these goals, I will use the facilities of the host institute (HI), the Institute of Botany of the Czech Academy of Sciences and the Secondment place, the University of Turin.","start":1479,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"6d74c86d767fe5ae8907b039b7c309c4e53d9365c3621b7cbc477099752ef8e8","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d7c81faf733af9570e16374c9ffd54456a00ffb9adb3eb602f29824e81eaafc2","recordedAt":"2026-09-26T23:52:47.934594+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"5.5","name":"Ensure women’s full and effective participation and equal opportunities for leadership at all levels of decision-making in political, economic and public life","uri":"http://data.europa.eu/sdg/5.5","state":"no_mapping","strength":"partial","assertionId":"mapping:327a8a8eb6ad0b256f402a752193e9874c321e3b7c0972f67335c1f0378abac3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.\n\nThe project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.\n\nMost studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.\n\nThe project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.\n\nResearch into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","reason":"purpose: Project highlights women's role in charcoal burning history but does not advance their participation in decision-making or leadership opportunities.\nscope: Focus is on historical roles and ecological knowledge, not on women's decision-making or leadership in political, economic, or public life.","checks":[{"evidence_ids":["s6","s8","s5","s7","s9"],"id":"purpose","missing_evidence":null,"reason":"Project highlights women's role in charcoal burning history but does not advance their participation in decision-making or leadership opportunities.","status":"not_met"},{"evidence_ids":["s6","s8","s5","s7","s9"],"id":"scope","missing_evidence":null,"reason":"Focus is on historical roles and ecological knowledge, not on women's decision-making or leadership in political, economic, or public life.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":914,"kind":"text","quote":"The aim of this project is to examine the environmental history and vegetation of active and abandoned charcoal kiln sites, emphasising the role of women and children in this forest use and the traditional ecological knowledge of charcoal burners since the 19th century in Central and Eastern Europe.","start":614,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1246,"kind":"text","quote":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","start":1094,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":613,"kind":"text","quote":"Most studies about charcoal production focus on the history and vegetation impact before the 19th century in Western Europe and prioritize the male perspective of this forest use.","start":434,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1093,"kind":"text","quote":"The project will apply ecological, ethnobiological and historical data collection methods in three work packages: WP1: Literature review, WP2: Field work, WP3: Archival Research.","start":915,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"},{"end":1478,"kind":"text","quote":"Research into the interaction of so-far neglected groups with nature will support the preservation of the biocultural heritage of European forested landscapes and provide new insights for energy production and landscape management.","start":1247,"text_hash":"542e1e5340022b6b59ab36d1664d9f80a14f32cdba03c1ee1ef92cba011e14fd"}],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","originalAssertionId":"327a8a8eb6ad0b256f402a752193e9874c321e3b7c0972f67335c1f0378abac3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"6e67858b334f48097a238127f7d09d34515739ed8d9fc7367cdcbd1af4c55c18","recordedAt":"2026-09-28T17:07:46.231696+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-32073b0ea195755484e44914","act-e55d202abda0786562d710f2","act-1b4397d5760c84b6b98a8536"],"activity_refs":["a6","a7","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s8"],"context_evidence_ids":["s5","s7","s9"]},"scope":{"activity_evidence_ids":["s6","s8"],"context_evidence_ids":["s5","s7","s9"]}},"check_units":{"purpose":["a6","a7","a9"],"scope":["a6","a7","a9"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a9"],"pathway":"a6 -> a7 -> a9","selected_units":[{"activity_id":"act-32073b0ea195755484e44914","conditions":null,"description":"The project will examine the environmental history and vegetation of active and abandoned charcoal kiln sites in Central and Eastern Europe since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e55d202abda0786562d710f2","conditions":null,"description":"The project will emphasise the role of women and children in charcoal burning and the traditional ecological knowledge of charcoal burners since the 19th century.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-1b4397d5760c84b6b98a8536","conditions":null,"description":"The project will provide novel data about non-timber forest uses and highlight the role of women and children and their active role in charcoal burning.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"6a0e7260828bff26caebd912220fb81d22ce20fe47cd9c184676ab32c6b0ceaa","sheet_sha256":"585b05cb2360914781817064e693443338c7b52760fb8bdf5bd079f4d255bd43","sheet_version":"mesh-activity-sheet-v3","source_version":"93d4e9fe3e295731e33e513c4bdeafca35ceb04942f46bd50086ef1854c6a729","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"15.1","uri":"http://data.europa.eu/sdg/15.1","name":"By 2020, ensure the conservation, restoration and sustainable use of terrestrial and inland freshwater ecosystems and their services, in particular forests, wetlands, mountains and drylands, in line with obligations under international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.2","uri":"http://data.europa.eu/sdg/15.2","name":"By 2020, promote the implementation of sustainable management of all types of forests, halt deforestation, restore degraded forests and substantially increase afforestation and reforestation globally","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.4","uri":"http://data.europa.eu/sdg/15.4","name":"By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47b4581ea94a3312678b76f69fefa7953af43bcfdf7935a58e9c181f6fd3bb6b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"CharcoEnvHist","title":"Hidden in the forest: environmental history and ethnobiology of charcoal burning in Central and Eastern Europe since the19th century","status":"SIGNED","startDate":"2024-12-01","endDate":"2026-11-30","ecSignatureDate":"2024-06-14","totalCost":0.0,"ecMaxContribution":150438.72,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-WIDERA-2023-TALENTS-02","subCall":"HORIZON-WIDERA-2023-TALENTS-02","grantDoi":"10.3030/101180590","keywords":["historical ecology","forest history","vegetation","biocultural heritage","industrial history","renewable energy","children","women","environmental humanities","ethnobiology","social-ecological systems"],"contentUpdateDate":"2026-06-30 10:42:42","topics":[{"code":"HORIZON-WIDERA-2023-TALENTS-02-01","title":"ERA Fellowships"}],"legalBasis":[{"code":"HORIZON.4.1","title":"Widening participation and spreading excellence","main":true}],"euroSciVoc":[{"code":"/31/113/613/79767231","path":"humanities/history and archaeology/history/prehistory","title":"prehistory"},{"code":"/31/115/563","path":"humanities/other humanities/library sciences","title":"library sciences"},{"code":"/23/49/311","path":"natural sciences/biological sciences/botany","title":"botany"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":40.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"BOTANICKY USTAV AV CR, V.V.I.","shortName":null,"role":"coordinator","country":"CZ","city":"Pruhonice","activityType":"REC","sme":false,"ecContribution":150438.72,"totalCost":0.0,"geolocation":[50.0004507,14.5584244],"order":1},{"name":"UNIVERSITA DEGLI STUDI DI TORINO","shortName":"UNITO","role":"associatedPartner","country":"IT","city":"Torino","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.06963419,7.689080037],"order":2},{"name":"LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN","shortName":"LMU MUENCHEN","role":"associatedPartner","country":"DE","city":"Planegg","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.150508985,11.580298958],"order":3}],"topicDetails":[{"identifier":"HORIZON-WIDERA-2023-TALENTS-02-01","title":"ERA Fellowships","callIdentifier":"HORIZON-WIDERA-2023-TALENTS-02","callTitle":"ERA Fellowships","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Widening participation and spreading excellence"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2023-04-11","deadlineDates":["2023-09-12"],"budget":null,"keywords":[],"description":"Expected Outcome:This action builds on the MSCA Postdoctoral Fellowships 2023 action (HORIZON-MSCA-PF-2023). The target group are host organisations located in Widening Countries.\nProject results are expected to contribute to the following outcomes:\nFor supported ERA Fellows:\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public, that will increase and broaden the research and innovation impact.\nFor participating organisations in the Widening Countries:\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nFor Widening countries:\n• Increased attractiveness for researchers to entities in Widening countries, by providing competitive grants and spreading attractive working and employment practices;\n• More postdoctoral researchers attracted to Widening countries.\nScope:Fellowships should be provided to excellent researchers, undertaking cross-border mobility. Applications must be made jointly by the researcher together with a legal entity in the academic or non-academic sector located in a Widening Country.\nERA Fellowships should take place in a Widening Country. Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to the EU from any country in the world or moving within the EU to a Widening Country.\nIn order to apply for the ERA Fellowships call, applicants must submit their proposal to the Marie Skłodowska-Curie actions (MSCA) Postdoctoral Fellowships 2023[1]. To be eligible to this call the host organisation must be located in an eligible Widening country. The application to the (MSCA) Postdoctoral Fellowships 2023 will be automatically resubmitted to this call in case the proposal fails to reach an adequate place in the ranking to be funded. This simplified submission procedure to the ERA Fellowships call presents applicants moving to Widening countries with an additional funding opportunity but there is the possibility to opt out during the application stage.\nThe proposals submitted under the ERA Fellowships must fulfil all the admissibility and eligibility conditions of the MSCA Postdoctoral Fellowships 2023 and pass all the thresholds for that call.\nERA Fellowships will be implemented applying the award criteria, scoring and threshold for Marie Skłodowska-Curie actions. The ranking order for the ERA Fellowships call will follow the MSCA Postdoctoral Fellowships 2023 call scores and evaluation procedure and proposals will also retain the scores and comments included in the Evaluation Summary Report (ESR) of this call. The MSCA Postdoctoral Fellowships 2023 model grant agreement will be used to the ERA Fellowships.\nSecondments\nResearchers receiving an ERA Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods. Secondments cannot exceed one third of the standard fellowship duration and should be in line with the project objectives, adding significant value and impact to the fellowship.\nPlacements in the non-academic sector\nERA Fellowships can provide an additional period of up to six months to support researchers opting for a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country. While this possibility is also available to fellows recruited in the non-academic sector, such a placement should be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country. The request for such a non-academic placement should be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nTraining activities\nThe training activities implemented under the ERA Fellowships should include training for key transferable skills[2], foster innovation and entrepreneurship, (e.g., commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science), foster good scientific conduct such as research integrity and promote Open Science practices (open access to publications and to research and other outputs including data, FAIR data management, societal engagement and citizen science, etc.).\nCareer Development Plan\nIn order to equip ERA Fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aiming at opening science and research to citizens. The Plan has to be submitted as a project deli","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-WIDERA-2023-TALENTS-02-01"}]}}
{"id":"101186499","acronym":"FeLow-D","name":"LOW-DIMENSIONAL FERROELECTRICS FOR ADVANCED ELECTRONIC AND BIOMEDICAL DEVICES","offer":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications. This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.    This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth. By appointing an outstanding ERA Chair holder, Dr. Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system. Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives. Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe. The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","objective":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications. This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.    This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth. By appointing an outstanding ERA Chair holder, Dr. Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system. Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives. Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe. The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalSourceVersion":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","textHash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34","sourceUrl":"https://cordis.europa.eu/project/id/101186499","country":"LV","participantCountries":["LV"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2024-10-31 13:39:26","locations":[],"goal":7,"goalIds":[7,9],"rels":[{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"supported","strength":"strong","assertionId":"mapping:f7f2290eee0410786ef9380ca98bae186d3f9620bbeca5a8aec3e2f0e65393a5","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.”","modality":"planned","hypothesis":null,"quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nBy appointing an outstanding ERA Chair holder, Dr.","reason":"purpose: The project explicitly promotes open knowledge sharing within the Research & Innovation system by appointing an ERA Chair holder, satisfying the international cooperation limb.\nscope: The mechanism of appointing an ERA Chair holder facilitates cross-border knowledge access, and the subject is low-dimensional ferroelectrics, a clean-energy technology.","checks":[{"evidence_ids":["s5","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly promotes open knowledge sharing within the Research & Innovation system by appointing an ERA Chair holder, satisfying the international cooperation limb.","status":"supported"},{"evidence_ids":["s5","s4"],"id":"scope","missing_evidence":null,"reason":"The mechanism of appointing an ERA Chair holder facilitates cross-border knowledge access, and the subject is low-dimensional ferroelectrics, a clean-energy technology.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"f7f2290eee0410786ef9380ca98bae186d3f9620bbeca5a8aec3e2f0e65393a5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T22:28:39.639150+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2d2f556d88459bebb315942d","activity_ref":"a6","claim_unit_candidates":["a6"],"end":856,"evidence_id":"s5","ownership":"current_project","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","quote_sha256":"901be785d83b847ca9cc71357165f0ff056191e4eeb3a993dd72aa67edeae5f9","role":"activity","source_span_id":"6c6b6c66b57dbca13e28a4549c38d977bf83eb8cce921aa7f526acb91b8c1eae","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":707},"activityBinding":{"activity_ids":["act-2d2f556d88459bebb315942d"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-2d2f556d88459bebb315942d","conditions":null,"description":"The project will attract top talents and promote open knowledge sharing by appointing an outstanding ERA Chair holder.","evidence_ids":["s4","s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"international_energy_access","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:3e1d7e66afd3c24c2b3983e35f3024990a1b41b746807c17ce03539d54fb2671","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.”","modality":"planned","hypothesis":null,"quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.\n\nThe FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nAndrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nThe development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","reason":"purpose: Project explicitly builds a state-of-the-art research laboratory and makes structural enhancements for sustainable growth, establishing infrastructure capacity.\nscope: Project addresses low-dimensional ferroelectrics by creating a research lab, attracting talent, and developing novel materials/structures to improve European market position.","checks":[{"evidence_ids":["s3","s1"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly builds a state-of-the-art research laboratory and makes structural enhancements for sustainable growth, establishing infrastructure capacity.","status":"supported"},{"evidence_ids":["s3","s5","s8","s1"],"id":"scope","missing_evidence":null,"reason":"Project addresses low-dimensional ferroelectrics by creating a research lab, attracting talent, and developing novel materials/structures to improve European market position.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":655,"kind":"text","quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.","start":477,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1710,"kind":"text","quote":"The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","start":1469,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"3e1d7e66afd3c24c2b3983e35f3024990a1b41b746807c17ce03539d54fb2671","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T11:40:57.649546+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-729e78c30cfcdfd2e17c89dc","activity_ref":"a4","claim_unit_candidates":["a4","a5"],"end":655,"evidence_id":"s3","ownership":"current_project","quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.","quote_sha256":"36dcd900c01538986066571a855f3a8e31fd7e5094b4dda26d54800af3c0694b","role":"activity","source_span_id":"e69b7b3b651927388c300896e0b39b3e6826514a8946973c74efee644ae38e99","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":477},"activityBinding":{"activity_ids":["act-729e78c30cfcdfd2e17c89dc","act-38eb32ef17cdc4b031e3673b","act-2d2f556d88459bebb315942d","act-75fcc3c770913a253bbe0283"],"activity_refs":["a4","a5","a6","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s3","s5","s8"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a4","a5"],"scope":["a4","a5","a6","a9"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a8"],"pathway":"a4 -> a5 -> a8","selected_units":[{"activity_id":"act-729e78c30cfcdfd2e17c89dc","conditions":null,"description":"The initiative plans to establish the institute as a leader by creating a state-of-the-art research laboratory.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-38eb32ef17cdc4b031e3673b","conditions":null,"description":"The initiative plans to make structural enhancements for sustainable growth.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-2d2f556d88459bebb315942d","conditions":null,"description":"The project will attract top talents and promote open knowledge sharing by appointing an outstanding ERA Chair holder.","evidence_ids":["s4","s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-75fcc3c770913a253bbe0283","conditions":null,"description":"The development of FE devices will improve the European position in corresponding markets and bridge the gap between fundamental research and practical applications.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"infrastructure","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:b79b385afa0ecaddc63646d17501ca83569a4196bf94801640581475c5b37a36","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.”","modality":"planned","hypothesis":null,"quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nBy appointing an outstanding ERA Chair holder, Dr.\n\nThe FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","reason":"purpose: The project explicitly adds R&D staff by appointing an ERA Chair holder, satisfying the condition for increasing research capacity.\nscope: The activity concerns scientific research in low-dimensional ferroelectrics, a valid sector, with no exclusions mentioned.","checks":[{"evidence_ids":["s5","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly adds R&D staff by appointing an ERA Chair holder, satisfying the condition for increasing research capacity.","status":"supported"},{"evidence_ids":["s5","s1"],"id":"scope","missing_evidence":null,"reason":"The activity concerns scientific research in low-dimensional ferroelectrics, a valid sector, with no exclusions mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"b79b385afa0ecaddc63646d17501ca83569a4196bf94801640581475c5b37a36","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T11:40:57.651804+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2d2f556d88459bebb315942d","activity_ref":"a6","claim_unit_candidates":["a6"],"end":856,"evidence_id":"s5","ownership":"current_project","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","quote_sha256":"901be785d83b847ca9cc71357165f0ff056191e4eeb3a993dd72aa67edeae5f9","role":"activity","source_span_id":"6c6b6c66b57dbca13e28a4549c38d977bf83eb8cce921aa7f526acb91b8c1eae","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":707},"activityBinding":{"activity_ids":["act-2d2f556d88459bebb315942d"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-2d2f556d88459bebb315942d","conditions":null,"description":"The project will attract top talents and promote open knowledge sharing by appointing an outstanding ERA Chair holder.","evidence_ids":["s4","s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:3912a4e4dc879c2f2bfaffefb93732c579f7f79aaef4a959e22c7204957e1e75","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to SDG 9.b depends on verifying that the actual beneficiaries of this research are located in a developing country, as the project is based in Latvia (EU).","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThe FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","reason":"purpose: The project explicitly aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, establishing domestic technology development and innovation rather than merely producing unspecified technology.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s7","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, establishing domestic technology development and innovation rather than merely producing unspecified technology.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"3912a4e4dc879c2f2bfaffefb93732c579f7f79aaef4a959e22c7204957e1e75","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-27T22:29:11.107795+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-f4742cc4e69c45cf816e7a64"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a8"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-f4742cc4e69c45cf816e7a64","conditions":null,"description":"The project will ensure the development of novel FE materials and structures with exceptional performance.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:3e2c64abcb9657cce9455cabed0388c3daa6db3d157ea3ffe0bee207628dc778","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.\n\nThrough its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","reason":"purpose: The project focuses on developing novel materials and research capabilities, not on changing production or consumption practices of existing products or waste streams.\nscope: The project targets low-dimensional ferroelectrics for electronic and biomedical applications, which are identifiable sectors without geographic restrictions.","checks":[{"evidence_ids":["s1","s2","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing novel materials and research capabilities, not on changing production or consumption practices of existing products or waste streams.","status":"not_met"},{"evidence_ids":["s1","s7","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets low-dimensional ferroelectrics for electronic and biomedical applications, which are identifiable sectors without geographic restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"3e2c64abcb9657cce9455cabed0388c3daa6db3d157ea3ffe0bee207628dc778","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T13:44:26.529326+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-0f2d1c369b7370e2e3348937","act-f4742cc4e69c45cf816e7a64"],"activity_refs":["a2","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s7"]},"scope":{"activity_evidence_ids":["s1","s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":[],"scope":["a2","a8"]},"code_owned_checks":[],"model_selected_units":["a2","a8"],"pathway":null,"selected_units":[{"activity_id":"act-0f2d1c369b7370e2e3348937","conditions":null,"description":"The project aims to boost research in low-dimensional ferroelectric materials for electronic and biomedical applications.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true},{"activity_id":"act-f4742cc4e69c45cf816e7a64","conditions":null,"description":"The project will ensure the development of novel FE materials and structures with exceptional performance.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"34b9c32b5f70d0dac7912d9fec5848c3cc63c65b29fa8f407db07a3485f492ef","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:08a9963ec42085a2b163916e7972b9380c36fe03fc1d123750221c6a50b48238","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.\n\nThis initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.\n\nBy appointing an outstanding ERA Chair holder, Dr.\n\nAndrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nFocusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.\n\nThrough its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThe development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, which strengthens scientific and technological capacity for sustainable consumption and production patterns.\nscope: The project focuses on strengthening capacity within the European Research Area and Latvia, not developing countries. The beneficiaries are institutions in developed regions, failing the scope requirement for SDG 12.a.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, which strengthens scientific and technological capacity for sustainable consumption and production patterns.","status":"not_met"},{"evidence_ids":["s2","s1","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on strengthening capacity within the European Research Area and Latvia, not developing countries. The beneficiaries are institutions in developed regions, failing the scope requirement for SDG 12.a.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":655,"kind":"text","quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.","start":477,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1038,"kind":"text","quote":"Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.","start":857,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1710,"kind":"text","quote":"The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","start":1469,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"08a9963ec42085a2b163916e7972b9380c36fe03fc1d123750221c6a50b48238","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-27T22:26:53.873554+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-d3f6a8002b9779f33bca811a"],"activity_refs":["a3"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":["a3"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-d3f6a8002b9779f33bca811a","conditions":null,"description":"The research field is burgeoning due to discoveries of novel functionalities and various applications of ferroelectrics.","evidence_ids":["s2"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"background","support_eligible":false}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:c1ace0ca65e78915874b3a4b5a37541074c78db38e2bf3eb1c1cb72c02851913","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.\n\nThis initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.\n\nBy appointing an outstanding ERA Chair holder, Dr.\n\nAndrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nFocusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.\n\nThrough its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThe development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","reason":"purpose: The project aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, not to build means of implementation for sustainable development outside its own research.\nscope: The project focuses on developing novel materials and improving European market position, lacking a defined implementation mechanism or specific sustainable-development activity/beneficiaries.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to boost research in low-dimensional ferroelectrics for electronic and biomedical applications, not to build means of implementation for sustainable development outside its own research.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on developing novel materials and improving European market position, lacking a defined implementation mechanism or specific sustainable-development activity/beneficiaries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":655,"kind":"text","quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.","start":477,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1038,"kind":"text","quote":"Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.","start":857,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1710,"kind":"text","quote":"The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","start":1469,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"c1ace0ca65e78915874b3a4b5a37541074c78db38e2bf3eb1c1cb72c02851913","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-27T22:26:53.875401+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:a42ffd5118fa5fe146d7a2790ed53b23f7305658add5541d138c45caf672fd85","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nBy appointing an outstanding ERA Chair holder, Dr.","reason":"purpose: The project explicitly plans to promote open knowledge sharing within the Research & Innovation system by appointing an ERA Chair holder, satisfying the cooperation mechanism condition.\nscope: The evidence identifies knowledge sharing but fails to identify specific cooperating communities or countries, nor does it describe a relevant regional or international cooperation pathway.","checks":[{"evidence_ids":["s5","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to promote open knowledge sharing within the Research & Innovation system by appointing an ERA Chair holder, satisfying the cooperation mechanism condition.","status":"supported"},{"evidence_ids":["s5","s4"],"id":"scope","missing_evidence":null,"reason":"The evidence identifies knowledge sharing but fails to identify specific cooperating communities or countries, nor does it describe a relevant regional or international cooperation pathway.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"a42ffd5118fa5fe146d7a2790ed53b23f7305658add5541d138c45caf672fd85","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T09:28:39.516466+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-2d2f556d88459bebb315942d"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-2d2f556d88459bebb315942d","conditions":null,"description":"The project will attract top talents and promote open knowledge sharing by appointing an outstanding ERA Chair holder.","evidence_ids":["s4","s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"ceb0ce57d7b2276fd02f0fe669e98c5f61447e1f2d345b914a554b4137543d3f","sheet_sha256":"f2fdc2b160bd45f1c4983cb9b8a5667062187b56a8fd23194cb7a30e6342c7d8","sheet_version":"mesh-activity-sheet-v2","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:5105883a93933d749f7b14983392945b86fda70c7949c0e5697502dc70ecd770","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.\n\nThis initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.\n\nBy appointing an outstanding ERA Chair holder, Dr.\n\nAndrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.\n\nFocusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.\n\nThrough its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThe development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","reason":"purpose: The project focuses on low-dimensional ferroelectrics for electronic/biomedical applications in Latvia/Europe, with no mention of advancing LDC technology banks or STI capacity-building mechanisms.\nscope: The project targets Latvia and Europe, lacking required least-developed-country beneficiaries or institutional connections, and does not address enabling technology use in LDCs.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on low-dimensional ferroelectrics for electronic/biomedical applications in Latvia/Europe, with no mention of advancing LDC technology banks or STI capacity-building mechanisms.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project targets Latvia and Europe, lacking required least-developed-country beneficiaries or institutional connections, and does not address enabling technology use in LDCs.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":655,"kind":"text","quote":"This initiative plans to establish ISSP UL as a leader in this field by creating a state-of-the-art research laboratory and making structural enhancements for sustainable growth.","start":477,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":706,"kind":"text","quote":"By appointing an outstanding ERA Chair holder, Dr.","start":656,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":856,"kind":"text","quote":"Andrei Kholkin (h=66), FeLow-D will attract top talents, prevent brain-drain, and promote open knowledge sharing within Research & Innovation system.","start":707,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1038,"kind":"text","quote":"Focusing on industry collaboration and intensive transition from lab innovations to market viability, the project will significantly contribute to European Research Area objectives.","start":857,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1710,"kind":"text","quote":"The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","start":1469,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"5105883a93933d749f7b14983392945b86fda70c7949c0e5697502dc70ecd770","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-27T22:26:53.877817+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:afea50c022e7d8c99eb6953e17fe31742f164d297b266ac62516e1b07e847703","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThrough its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","reason":"purpose: The project focuses on low-dimensional ferroelectrics for electronics and biomedical devices, not reducing deaths/illnesses from hazardous chemicals or pollution.\nscope: The project does not connect ferroelectric materials to specific chemical or pollution exposures causing human illness, failing the required scope condition.","checks":[{"evidence_ids":["s1","s7","s2"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on low-dimensional ferroelectrics for electronics and biomedical devices, not reducing deaths/illnesses from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s1","s7","s2"],"id":"scope","missing_evidence":null,"reason":"The project does not connect ferroelectric materials to specific chemical or pollution exposures causing human illness, failing the required scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"afea50c022e7d8c99eb6953e17fe31742f164d297b266ac62516e1b07e847703","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T21:28:13.232845+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-c69b78ad18318fe72ba46d07","act-0f2d1c369b7370e2e3348937","act-f4742cc4e69c45cf816e7a64"],"activity_refs":["a1","a2","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s7"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s1","s7"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a1","a2","a8"],"scope":["a1","a2","a8"]},"code_owned_checks":[],"model_selected_units":["a2","a8"],"pathway":null,"selected_units":[{"activity_id":"act-c69b78ad18318fe72ba46d07","conditions":null,"description":"The FeLow-D project is located at the Institute of Solid-State Physics of the University of Latvia.","evidence_ids":["s1"],"modality":"not_applicable","ownership":"not_project_work","ref":"a1","role":"background","support_eligible":false},{"activity_id":"act-0f2d1c369b7370e2e3348937","conditions":null,"description":"The project aims to boost research in low-dimensional ferroelectric materials for electronic and biomedical applications.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true},{"activity_id":"act-f4742cc4e69c45cf816e7a64","conditions":null,"description":"The project will ensure the development of novel FE materials and structures with exceptional performance.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:19a38fa94e348664bdee492e675d71df7030b2863201dc86393546615705fda7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","reason":"purpose: The project focuses on developing novel ferroelectric materials for electronic and biomedical applications, not on advancing energy access, affordability, reliability, sustainability, or efficiency.\nscope: The selected activity concerns the development of materials for electronics and biomedical devices, which does not constitute an energy source, conversion, supply, storage, or access to energy services.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing novel ferroelectric materials for electronic and biomedical applications, not on advancing energy access, affordability, reliability, sustainability, or efficiency.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The selected activity concerns the development of materials for electronics and biomedical devices, which does not constitute an energy source, conversion, supply, storage, or access to energy services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"19a38fa94e348664bdee492e675d71df7030b2863201dc86393546615705fda7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T22:28:39.637454+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"no_mapping","strength":"partial","assertionId":"mapping:0fdcc0d959be90fe80b27470a50b9bcb6c13efe141f74c66e8e1737ad8e6e2a1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.\n\nThe FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.\n\nThis research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.\n\nThe development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","reason":"purpose: The project focuses on developing novel materials and devices, not upgrading infrastructure or industrial processes for sustainability.\nscope: The stated activity involves material development, not a specific infrastructure type or industrial process with a resource efficiency mechanism.","checks":[{"evidence_ids":["s7","s1","s2","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing novel materials and devices, not upgrading infrastructure or industrial processes for sustainability.","status":"not_met"},{"evidence_ids":["s7","s1","s2","s8"],"id":"scope","missing_evidence":null,"reason":"The stated activity involves material development, not a specific infrastructure type or industrial process with a resource efficiency mechanism.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1468,"kind":"text","quote":"Through its dedication to advancing low-dimensional ferroelectrics, FeLow-D will ensure the development of novel FE materials and structures with exceptional performance, providing pathways to next-generation technologies for localized energy sources, smart biomedical systems, wearable sensors, piezoelectric scaffolds, etc., which will have a significant impact on scientific and technological development in Latvia and Europe.","start":1039,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":212,"kind":"text","quote":"The FeLow-D project at the Institute of Solid-State Physics of the University of Latvia (ISSP UL) aims to boost research in low-dimensional ferroelectric (FE) materials for electronic and biomedical applications.","start":0,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":473,"kind":"text","quote":"This research field is now burgeoning due to multiple discoveries of novel functionalities and various applications of FEs in ambient energy harvesting, flexible sensors, smart implants, piezocatalytic devices, scaffolds for tissue regeneration, and many more.","start":213,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"},{"end":1710,"kind":"text","quote":"The development of FE devices will definitively improve the European position in the corresponding markets and bridge the gap between fundamental research, technology development, and practical applications of low-dimensional ferroelectrics.","start":1469,"text_hash":"36f92b52738facdf161ec961b8d4b4ee624cf1e2f2b90beefed4365c0b7edd34"}],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","originalAssertionId":"0fdcc0d959be90fe80b27470a50b9bcb6c13efe141f74c66e8e1737ad8e6e2a1","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-27T22:28:39.643240+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-f4742cc4e69c45cf816e7a64"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s8"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s8"]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-f4742cc4e69c45cf816e7a64","conditions":null,"description":"The project will ensure the development of novel FE materials and structures with exceptional performance.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"8f21bbf34cd913c3b5c6c3450aacad6110fb69fb5029bfe5c3e846d5b28b6fe7","sheet_sha256":"fd6318286af5a0575699e72c1a411949741f7070390c8e040446c7b874e5dec5","sheet_version":"mesh-activity-sheet-v3","source_version":"edc14e59096b4ad59c38e22173f464f6e397910fec28c56e1668171c9c6c5b6c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.2","uri":"http://data.europa.eu/sdg/9.2","name":"Promote inclusive and sustainable industrialization and, by 2030, significantly raise industry’s share of employment and gross domestic product, in line with national circumstances, and double its share in least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"47fd528fa6f2b06c47732d00832230dc2507442e147e54fd1c9d91d3e185b8d2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"FeLow-D","title":"LOW-DIMENSIONAL FERROELECTRICS FOR ADVANCED ELECTRONIC AND BIOMEDICAL DEVICES","status":"SIGNED","startDate":"2024-11-01","endDate":"2029-10-31","ecSignatureDate":"2024-10-23","totalCost":0.0,"ecMaxContribution":2492490.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-CSA","masterCall":"HORIZON-WIDERA-2023-TALENTS-01","subCall":"HORIZON-WIDERA-2023-TALENTS-01","grantDoi":"10.3030/101186499","keywords":["Sustainable research","Innovative applications","Advanced ferroelectrics","Capacity building","Cooperation"],"contentUpdateDate":"2024-10-31 13:39:26","topics":[{"code":"HORIZON-WIDERA-2023-TALENTS-01-01","title":"ERA Chairs"}],"legalBasis":[{"code":"HORIZON.4.1","title":"Widening participation and spreading excellence","main":true}],"euroSciVoc":[{"code":"/25/73/453/58525161","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/sensors","title":"sensors"},{"code":"/21/37/677","path":"medical and health sciences/medical biotechnology/implants","title":"implants"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"LATVIJAS UNIVERSITATES CIETVIELU FIZIKAS INSTITUTS","shortName":"INSTITUTE OF SOLID STATE PHYSICS, UNIVERSITY OF LATVIA","role":"coordinator","country":"LV","city":"Riga","activityType":"HES","sme":false,"ecContribution":2492490.0,"totalCost":0.0,"geolocation":[56.91588075,24.1657776348698],"order":1}],"topicDetails":[{"identifier":"HORIZON-WIDERA-2023-TALENTS-01-01","title":"ERA Chairs","callIdentifier":"HORIZON-WIDERA-2023-TALENTS-01","callTitle":"ERA Chairs","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Widening participation and spreading excellence","Widening Participation and Strengthening the European Research Area","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-CSA HORIZON Coordination and Support Actions","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2023-09-27","deadlineDates":["2024-03-06"],"budget":{"budgetByYear":{"2023":"50000000","2024":"47000000"},"expectedGrants":45,"minContribution":1500000,"maxContribution":2500000,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:Progress towards more and better links between research and innovation actors across the European Research Area and beyond is a requirement if Europe as a whole is to capitalise on excellence from across the continent. To foster brain circulation for researchers and innovators the intervention point of the ERA Chairs actions is attracting in a sustainable manner outstanding scientists and innovators to universities or research organisations in catching up countries and regions. This measure of “brain gain” and the creation of pockets of excellence has an impact on the culture and performance of host institutions.\nThe leadership of the ERA Chair holder and the creation of a permanent and excellent research group in the chosen scientific field will ensure excellence, visibility and better integration in the European Research Area, as well as fostering competitiveness in research funding and promoting institutional reforms aligned with ERA priorities.\nProjects are expected to contribute to some of the following outcomes:\nAt system level:\n• Increase in number of R&I talents moving to host organisations in Widening countries;\n• Increase in international, interdisciplinary and intersectoral mobility of researchers and innovators;\n• Encouraging institutional reforms in research institutions and in the national R&I system in Widening countries;\n• Strengthening of Widening countries’ human capital base in R&I with more entrepreneurial and better trained researchers and innovators;\n• Better communication of R&I results to society;\n• Better quality and capacity of research and innovation contributing to Europe's competitiveness and growth;\n• Improved excellence capacity and resources in Widening countries and close the still apparent research and innovation gap within Europe.\nAt organisation level:\n• Research excellence of the institution in the specific fields covered by the ERA Chair holder;\n• Increased attractiveness of the institution for internationally excellent and mobile researchers;\n• Creation of a permanent and excellent research group in the chosen scientific field with a spill-over effect on the institution;\n• Improved capability to succeed in competitive research funding in the EU and globally, at least, in the fields of choice;\n• Greater contribution to the knowledge-based economy and society.\nScope:Research organisations located in Widening countries interested in establishing an ERA Chair should submit a proposal with the prospective ERA Chair holder who should be an outstanding researcher and/or innovator in the chosen scientific domain. The scientific field can be any domain of research and innovation.\nThe research institution in the Widening country will be the coordinator and submit a proposal as a single applicant (monobeneficiary). ERA Chair holders can be citizens of any country in the world.\nProposals should include a Curriculum Vitae in Europass form[1] of the future ERA Chair holder and detail the scientific and technical support she/he will provide to the coordinator and how the proposed activities will upgrade from the current situation. The CV should be uploaded as an additional document to the proposal.\nProposals should also describe any relevant investments of the coordinator in research projects, facilities and infrastructures and how those will be achieved and/or a better use of the installed research capacity (in particular of EU co-funded research infrastructures & facilities). Existing or foreseen arrangements for compliance with ERA priorities[2] including the European Charter for Researchers & Code of Conduct for the Recruitment of Researchers[3] are to be outlined in the proposal.\nERA Chair holders should be excellent researchers and/or innovators in the chosen field of research[4]. They should establish a research team fully integrated in the coordinator's institution to significantly improve its research performance in the scientific domain of choice and to be more successful in obtaining competitive funding. The selection of personnel to the research team is to be conducted by an international recruitment panel leaded by the ERA Chair and outlined in proposals. The ERA Chair holder should also have a position within the organisation/university, allowing her/him to make appropriate resource allocation decisions, supervise team members and freely apply for research funding. When this is compatible with the nature of the coordinator, he/she is expected to take on some teaching duties.\nTo allow for the assessment of the commitment of the future ERA Chair holder and of the coordinator institution, proposals must include: 1) a letter signed by the prospective ERA Chair holder expressing his/her commitment to the proposal and willingness to take on the underlying tasks and obligations; 2) a letter from the head of the coordinator institution committing to the proposal and stating that the ERA Chair holder will receive adequate support to take on her/his tasks and duties including, for example, access to research facilities, supervision of researchers, teaching duties (if any) and capacity to apply freely to national and international funding.\nThe ERA Chair holders might move on a temporary or permanent basis to the coordinator’s premises. To this end, secondments or any other legal arrangements (e.g., leave without pay, sabbatical licences) are possible including part-time work and multiple stays. All contractual arrangements and the timeline of ERA Chairs stays at the coordinator should be indicated in the proposal as well as the salary, travel and daily allowances and/or other perks to be offered. If, at any stage, the preferred option is an employment contract, the future contractual arrangements with the coordinator should be detailed.\nTo ensure the sustainability of the action, the ERA Chair research team should have conditions to thrive after the end of the Horizon Europe funding. This should be clearly demonstrated in the proposal and inclu","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-WIDERA-2023-TALENTS-01-01"}]}}
{"id":"101136597","acronym":"RURBANIVE","name":"RUral-uRBAN synergies emerged in an immersIVE innovation ecosystem","offer":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy. A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies. The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders. Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas. Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation. The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results. A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies. Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations. The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI. An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact. The broad application of the project innovations will be enabled through the creation of business model.","objective":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy. A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies. The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders. Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas. Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation. The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results. A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies. Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations. The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI. An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact. The broad application of the project innovations will be enabled through the creation of business model.","sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalSourceVersion":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","textHash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1","sourceUrl":"https://cordis.europa.eu/project/id/101136597","country":"EL","participantCountries":["AT","BE","CZ","DE","EL","ES","LT","SE"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-19 16:30:46","locations":[],"goal":11,"goalIds":[11,17],"rels":[{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"supported","strength":"strong","assertionId":"mapping:e9a4a1d901e49787ceb40d48d080f57df164419470e6f5a08932c9e1c316f716","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.”","modality":"planned","hypothesis":null,"quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.\n\nA novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.\n\nAn inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.\n\nThe 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","reason":"purpose: The project explicitly aims to make human settlements more inclusive and sustainable by developing innovations favoring bi-directional rural/urban synergies and enhancing territorial governance.\nscope: The intervention targets rural/urban areas and specific EU contexts, substantively involving human settlements and urban systems without country restrictions.","checks":[{"evidence_ids":["s1","s7","s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to make human settlements more inclusive and sustainable by developing innovations favoring bi-directional rural/urban synergies and enhancing territorial governance.","status":"supported"},{"evidence_ids":["s1","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The intervention targets rural/urban areas and specific EU contexts, substantively involving human settlements and urban systems without country restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1894,"kind":"text","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","start":1790,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1148,"kind":"text","quote":"The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","start":919,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"e9a4a1d901e49787ceb40d48d080f57df164419470e6f5a08932c9e1c316f716","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-26T10:22:35.219912+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-c4919bbf417f48a3ce3c7c33","activity_ref":"a1","claim_unit_candidates":["a1"],"end":153,"evidence_id":"s1","ownership":"current_project","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","quote_sha256":"7d9e7a1f024da6bbbe14d4de41e58e96d9b037aeb42305cfaa6da09cb05c9daf","role":"output","source_span_id":"6410e7e42e0878d628654a0d95bec2de19b49bf14e20b0fb5f85e22133ecd08f","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":0},"activityBinding":{"activity_ids":["act-c4919bbf417f48a3ce3c7c33","act-122dff60f7ba738f546aada8","act-b6430a5b437a2b3193dadecd","act-ed6419a3d5a808b09ad1a712"],"activity_refs":["a1","a6","a7","a10"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s7","s10"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s1","s6","s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a1","a7","a10"],"scope":["a1","a6","a7"]},"code_owned_checks":[],"model_selected_units":["a1","a7","a10"],"pathway":null,"selected_units":[{"activity_id":"act-c4919bbf417f48a3ce3c7c33","conditions":null,"description":"The project will develop 6 Rural/Urban Enablers (RUEs) as innovations in six domains favoring bi-directional rural/urban synergies and a well-being economy.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"output","support_eligible":true},{"activity_id":"act-122dff60f7ba738f546aada8","conditions":null,"description":"The 7 RUCLs representing different geographical and socio-cultural EU contexts will ensure stakeholders are included in prototyping, testing, piloting, and demonstrating results.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-b6430a5b437a2b3193dadecd","conditions":null,"description":"A novel rural/urban innovation framework supported by social and technical innovations will enhance territorial governance and existing policy tools.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-ed6419a3d5a808b09ad1a712","conditions":null,"description":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"690af921c698d75e0cb09e668961a7df9a1008e4338ff49a66f4c0e992f174b5","sheet_sha256":"fe3a9840bd0831c4430fc2ae0f1b5f435a61ec9b354237e29901fe392913132c","sheet_version":"mesh-activity-sheet-v2","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"16.7","name":"Ensure responsive, inclusive, participatory and representative decision-making at all levels","uri":"http://data.europa.eu/sdg/16.7","state":"supported","strength":"strong","assertionId":"mapping:01698cf8d1a012f6579769467a7f8dfce08cfc6e6ca27895900e88c84f0a01f3","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.”","modality":"planned","hypothesis":null,"quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","reason":"purpose: The project explicitly plans participatory processes to support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches, which constitutes an identified activity for responsive decision-making.\nscope: The decision process involves stakeholders assessing and evaluating approaches, and the intended change is the development of synergies and recommendations, making the process and participants identifiable.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans participatory processes to support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches, which constitutes an identified activity for responsive decision-making.","status":"supported"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The decision process involves stakeholders assessing and evaluating approaches, and the intended change is the development of synergies and recommendations, making the process and participants identifiable.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"01698cf8d1a012f6579769467a7f8dfce08cfc6e6ca27895900e88c84f0a01f3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"caabc47e53e15b380c91d6e7712dacc39791d74b62d630de56785e2e137cd2eb","recordedAt":"2026-09-28T21:57:29.607237+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-98e847e4289885ad1b82c84e","activity_ref":"a8","claim_unit_candidates":["a8"],"end":1585,"evidence_id":"s8","ownership":"current_project","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","quote_sha256":"a2f123c39b68b93f5d44956c0d03c33c443cd08b8b4abc726cbae27e2ec64bdb","role":"activity","source_span_id":"196093663598a1491ef9baf2b5d6f0de4e06c58bd96f1207d179add8671633db","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1384},"activityBinding":{"activity_ids":["act-98e847e4289885ad1b82c84e"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":[]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-98e847e4289885ad1b82c84e","conditions":null,"description":"Participatory processes will support dialogue and cooperation to enable stakeholders to assess and evaluate approaches and scenarios.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"supported","strength":"strong","assertionId":"mapping:a260c1b7b06fd0f98c27e848d575e27695b49457c614f59897d2b7b3ca67a00c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.”","modality":"planned","hypothesis":null,"quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","reason":"purpose: The project explicitly builds a means of implementation (development finance) for sustainable development by funding projects to apply innovations in other rural/urban areas.\nscope: The mechanism (Open Call funding) enables the activity (applying innovations in other rural/urban areas), satisfying the requirement to identify both.","checks":[{"evidence_ids":["s9"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly builds a means of implementation (development finance) for sustainable development by funding projects to apply innovations in other rural/urban areas.","status":"supported"},{"evidence_ids":["s9"],"id":"scope","missing_evidence":null,"reason":"The mechanism (Open Call funding) enables the activity (applying innovations in other rural/urban areas), satisfying the requirement to identify both.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1789,"kind":"text","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","start":1586,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"a260c1b7b06fd0f98c27e848d575e27695b49457c614f59897d2b7b3ca67a00c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T10:43:10.399192+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-a0b8aa567cd2abeacaf33000","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1789,"evidence_id":"s9","ownership":"current_project","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","quote_sha256":"cf5e31035590f146a6bff5c8f1c603915dfa0fe3068324803c94aeec953d4df8","role":"dissemination","source_span_id":"2d7e6313b310fbd5ae571f9591153ba68dbe42279515ff9e9dc9e07ab12bdd21","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1586},"activityBinding":{"activity_ids":["act-a0b8aa567cd2abeacaf33000"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s9"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":[]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-a0b8aa567cd2abeacaf33000","conditions":null,"description":"The Open Call will fund projects developing their own RUEs based on the six RURBANIVE RUE domains to be applied in other rural/urban areas.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"8591a0e5321d58ccb3b6579ad685797c207ac6d79da7b2aebb26b6691c6fd8d4","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"development_finance","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"supported","strength":"strong","assertionId":"mapping:9275749f5c76e788794095cac1c24da8e25a8f9dc8121dfc3ca6cb2ba6e18dc4","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.”","modality":"planned","hypothesis":null,"quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.\n\nRURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.\n\nA digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.\n\nThe Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.\n\nRural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.\n\nImmersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.\n\nThe 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.\n\nA novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.\n\nParticipatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.\n\nThe Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.\n\nThe broad application of the project innovations will be enabled through the creation of business model.","reason":"purpose: The project explicitly aims to create a sustainable ecosystem to maximize impact, aligning with the SDG 17.16 purpose of enhancing global partnership for sustainable development.\nscope: The project creates an inviting and sustainable ecosystem involving rural/urban stakeholders, satisfying the scope requirement for an actual partnership mechanism with a sustainable-development purpose.","checks":[{"evidence_ids":["s10","s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to create a sustainable ecosystem to maximize impact, aligning with the SDG 17.16 purpose of enhancing global partnership for sustainable development.","status":"supported"},{"evidence_ids":["s10","s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"],"id":"scope","missing_evidence":null,"reason":"The project creates an inviting and sustainable ecosystem involving rural/urban stakeholders, satisfying the scope requirement for an actual partnership mechanism with a sustainable-development purpose.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1894,"kind":"text","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","start":1790,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":375,"kind":"text","quote":"A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.","start":154,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":537,"kind":"text","quote":"The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.","start":376,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":686,"kind":"text","quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","start":538,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":918,"kind":"text","quote":"Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.","start":687,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1148,"kind":"text","quote":"The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","start":919,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1789,"kind":"text","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","start":1586,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1999,"kind":"text","quote":"The broad application of the project innovations will be enabled through the creation of business model.","start":1895,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"9275749f5c76e788794095cac1c24da8e25a8f9dc8121dfc3ca6cb2ba6e18dc4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d1927112c1b735f8ae34dcd014149fca91b662463f23dfe10da8135b06b7dc81","recordedAt":"2026-09-28T10:43:10.400785+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-ed6419a3d5a808b09ad1a712","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1894,"evidence_id":"s10","ownership":"current_project","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","quote_sha256":"ab1bd0e71f90742cd3c1fbe93c5a3ce8197a6a6a3b2a410b50ffb5d40239c405","role":"output","source_span_id":"2055df60e3348be0def61091ed14bff962ac6556bd8959842b84e3649150d435","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1790},"activityBinding":{"activity_ids":["act-ed6419a3d5a808b09ad1a712"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"]},"scope":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-ed6419a3d5a808b09ad1a712","conditions":null,"description":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"8591a0e5321d58ccb3b6579ad685797c207ac6d79da7b2aebb26b6691c6fd8d4","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:758c6c29c389513d3db3427a123303a82bcc0fd4ea604ed7377bff58dcaee522","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution depends on verifying that the actual beneficiaries of this innovation framework are located in developing countries.","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","reason":"purpose: The project explicitly supports domestic technology development and innovation by enhancing territorial governance and existing policy tools through a novel rural/urban innovation framework.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly supports domestic technology development and innovation by enhancing territorial governance and existing policy tools through a novel rural/urban innovation framework.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"758c6c29c389513d3db3427a123303a82bcc0fd4ea604ed7377bff58dcaee522","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-27T23:50:52.973059+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-b6430a5b437a2b3193dadecd"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a7"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-b6430a5b437a2b3193dadecd","conditions":null,"description":"A novel rural/urban innovation framework supported by social and technical innovations will enhance territorial governance and existing policy tools.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1","name":"End poverty in all its forms everywhere","uri":"http://data.europa.eu/sdg/1","state":"no_mapping","strength":"partial","assertionId":"mapping:6b7a64496ed81a6c7d901323ff9107d87945189c745986d8b9f794aeb6d300a9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","reason":"purpose: The project focuses on rural/urban synergies and well-being economy, not explicitly investigating poverty, material deprivation, or resilience of poor/vulnerable people.\nscope: No poverty mechanism, protection system, access barrier, or vulnerable population is identified; the work targets general rural/urban stakeholders.","checks":[{"evidence_ids":["s1"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on rural/urban synergies and well-being economy, not explicitly investigating poverty, material deprivation, or resilience of poor/vulnerable people.","status":"not_met"},{"evidence_ids":["s1"],"id":"scope","missing_evidence":null,"reason":"No poverty mechanism, protection system, access barrier, or vulnerable population is identified; the work targets general rural/urban stakeholders.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"6b7a64496ed81a6c7d901323ff9107d87945189c745986d8b9f794aeb6d300a9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"717a95833a1f8df283f48c34f9f9ee2be89d44bb3d94822abd15272d62e2847a","recordedAt":"2026-09-27T23:49:02.953496+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a1"],"pathway":null,"selected_units":[],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.3","name":"By 2030, enhance inclusive and sustainable urbanization and capacity for participatory, integrated and sustainable human settlement planning and management in all countries","uri":"http://data.europa.eu/sdg/11.3","state":"no_mapping","strength":"partial","assertionId":"mapping:4942b4008384645ada6f2d6b6e31f22f6cc1663fd267969b8f36dd4585d9da7c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.\n\nRURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.\n\nA digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.\n\nThe Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.\n\nRural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.\n\nImmersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.\n\nThe 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.\n\nParticipatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.\n\nThe Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.\n\nAn inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.\n\nThe broad application of the project innovations will be enabled through the creation of business model.","reason":"purpose: The project explicitly plans to enhance territorial governance and existing policy tools by equipping labs with tangible outcomes on improving rural/urban synergies, directly addressing the condition for improving inclusive and sustainable urbanization.\nscope: While the activity concerns rural/urban synergies and governance, the source text never mentions 'urbanization' or 'human-settlement planning/management'. The focus remains on rural/urban interaction and synergy, failing the specific scope condition for SDG 11.3.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to enhance territorial governance and existing policy tools by equipping labs with tangible outcomes on improving rural/urban synergies, directly addressing the condition for improving inclusive and sustainable urbanization.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"While the activity concerns rural/urban synergies and governance, the source text never mentions 'urbanization' or 'human-settlement planning/management'. The focus remains on rural/urban interaction and synergy, failing the specific scope condition for SDG 11.3.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":375,"kind":"text","quote":"A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.","start":154,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":537,"kind":"text","quote":"The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.","start":376,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":686,"kind":"text","quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","start":538,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":918,"kind":"text","quote":"Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.","start":687,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1148,"kind":"text","quote":"The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","start":919,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1789,"kind":"text","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","start":1586,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1894,"kind":"text","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","start":1790,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1999,"kind":"text","quote":"The broad application of the project innovations will be enabled through the creation of business model.","start":1895,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"4942b4008384645ada6f2d6b6e31f22f6cc1663fd267969b8f36dd4585d9da7c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"2db92f6ac8e7c0d6ca9735eb27f06c22192d0eb3236732d15de9f53ab7bfdb9a","recordedAt":"2026-09-27T23:49:02.955116+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-b6430a5b437a2b3193dadecd"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-b6430a5b437a2b3193dadecd","conditions":null,"description":"A novel rural/urban innovation framework supported by social and technical innovations will enhance territorial governance and existing policy tools.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:b7df3a2fd516001c21ed72776189a5e1c1b1846839ba7272978a7833bf17f85c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.\n\nRURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.\n\nA digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.\n\nThe Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.\n\nRural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.\n\nImmersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.\n\nThe 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.\n\nA novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.\n\nParticipatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.\n\nThe Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.\n\nThe broad application of the project innovations will be enabled through the creation of business model.","reason":"purpose: The project explicitly aims to create an 'inviting and sustainable ecosystem' to maximize impact, which aligns with the stated purpose of promoting effective partnerships.\nscope: While the project mentions an ecosystem and stakeholders, it does not explicitly define specific public, private, or civil-society actor roles or a partnership mechanism as a deliverable.","checks":[{"evidence_ids":["s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to create an 'inviting and sustainable ecosystem' to maximize impact, which aligns with the stated purpose of promoting effective partnerships.","status":"supported"},{"evidence_ids":["s10","s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"],"id":"scope","missing_evidence":null,"reason":"While the project mentions an ecosystem and stakeholders, it does not explicitly define specific public, private, or civil-society actor roles or a partnership mechanism as a deliverable.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1894,"kind":"text","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","start":1790,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":375,"kind":"text","quote":"A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.","start":154,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":537,"kind":"text","quote":"The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.","start":376,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":686,"kind":"text","quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","start":538,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":918,"kind":"text","quote":"Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.","start":687,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1148,"kind":"text","quote":"The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","start":919,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1789,"kind":"text","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","start":1586,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1999,"kind":"text","quote":"The broad application of the project innovations will be enabled through the creation of business model.","start":1895,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"b7df3a2fd516001c21ed72776189a5e1c1b1846839ba7272978a7833bf17f85c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ea0427b970e5bc18ebc62e414341af27e74c7a4f6efcd62b17306cca4ac2f4d2","recordedAt":"2026-09-28T10:43:10.401968+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ed6419a3d5a808b09ad1a712"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s11"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-ed6419a3d5a808b09ad1a712","conditions":null,"description":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"8591a0e5321d58ccb3b6579ad685797c207ac6d79da7b2aebb26b6691c6fd8d4","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"4.7","name":"By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development","uri":"http://data.europa.eu/sdg/4.7","state":"no_mapping","strength":"partial","assertionId":"mapping:8d608fe4754fad9a546bd531c49b5df35b05e651851fb464196a43c896feafc5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","reason":"purpose: The activity describes participatory processes for dialogue and evaluation, not a stated educational activity or research pathway directed at learning outcomes for sustainable development.\nscope: The activity enables stakeholders to assess approaches but does not expressly concern sustainable development or its components as a learning outcome; it is a generic participatory process.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The activity describes participatory processes for dialogue and evaluation, not a stated educational activity or research pathway directed at learning outcomes for sustainable development.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The activity enables stakeholders to assess approaches but does not expressly concern sustainable development or its components as a learning outcome; it is a generic participatory process.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"8d608fe4754fad9a546bd531c49b5df35b05e651851fb464196a43c896feafc5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ce95c5595409c37c7c3a3f8b17200dbf7b36641f5c229b1fde425c73695f7c40","recordedAt":"2026-09-28T21:57:29.608626+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:e00049b0a280c74b59efe77aa7d1daf69bae2d450e292d25b1937f967693bc1b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","reason":"purpose: The project develops a method (RUI) rather than building infrastructure, upgrading industrial processes, or bringing a technology into use in an identified industry.\nscope: The activity is a methodological tool for experimentation, not an identifiable usable technology, innovation system, or research capacity of a named sector.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project develops a method (RUI) rather than building infrastructure, upgrading industrial processes, or bringing a technology into use in an identified industry.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The activity is a methodological tool for experimentation, not an identifiable usable technology, innovation system, or research capacity of a named sector.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":686,"kind":"text","quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","start":538,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"e00049b0a280c74b59efe77aa7d1daf69bae2d450e292d25b1937f967693bc1b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-27T23:52:39.530007+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.1","name":"Develop quality, reliable, sustainable and resilient infrastructure, including regional and transborder infrastructure, to support economic development and human well-being, with a focus on affordable and equitable access for all","uri":"http://data.europa.eu/sdg/9.1","state":"no_mapping","strength":"partial","assertionId":"mapping:77ccc6995f1e8478bddd9604b561d0878ddd51d9cb0542bfc93f1b7576d6b5c9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.\n\nRURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.\n\nA digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.\n\nThe Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.\n\nRural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.\n\nImmersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.\n\nThe 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.\n\nParticipatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.\n\nThe Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.\n\nAn inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.\n\nThe broad application of the project innovations will be enabled through the creation of business model.","reason":"purpose: The project explicitly develops a novel rural/urban innovation framework to enhance territorial governance and existing policy tools, supporting economic development and well-being.\nscope: The selected output is a 'novel rural/urban innovation framework' and 'policy tools', not a concrete infrastructure system or service function with identifiable users.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a novel rural/urban innovation framework to enhance territorial governance and existing policy tools, supporting economic development and well-being.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The selected output is a 'novel rural/urban innovation framework' and 'policy tools', not a concrete infrastructure system or service function with identifiable users.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1383,"kind":"text","quote":"A novel rural/urban innovation framework, supported by social and technical innovations, will enhance territorial governance and existing policy tools by equipping RUCLs with tangible outcomes on improving their rural/urban synergies.","start":1149,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":153,"kind":"text","quote":"RURBANIVE will develop 6 Rural/Urban Enablers (RUEs), innovations in six domains favouring bi-directional rural/urban synergies and a well-being economy.","start":0,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":375,"kind":"text","quote":"A digital space, the “Community Store”, the prominent result of RURBANIVE, will integrate the RUEs along with the “Community of Practice Suite” of policies, facilitating rural/urban communities to create strong synergies.","start":154,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":537,"kind":"text","quote":"The Community Store will make possible synergies and recommendations, online interaction, dialogue, collaboration, and participation of rural/urban stakeholders.","start":376,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":686,"kind":"text","quote":"Rural/urban immersiveness (RUI), exploiting the endless capabilities of immersion, will promote experimentation and innovation in rural/urban areas.","start":538,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":918,"kind":"text","quote":"Immersive campaigns emerging from co-creation activities will be tailored to the potential of 7 Rural/Urban co-Creation Labs (RUCLs) and will enable rural/urban interactions through enhanced social connectivity and experimentation.","start":687,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1148,"kind":"text","quote":"The 7 RUCLs will represent different geographical and socio-cultural EU contexts, and RUI will ensure that stakeholders across specificities are included in prototyping, testing, piloting, and demonstrating the RURBANIVE results.","start":919,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1585,"kind":"text","quote":"Participatory processes will support dialogue and cooperation, enabling stakeholders to assess and evaluate approaches and scenarios that contribute further to developing synergies and recommendations.","start":1384,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1789,"kind":"text","quote":"The Open Call will fund projects developing their own RUEs, based on the six RURBANIVE RUE domains, to be applied in other rural/urban areas and be available on the project's Community Store and the RUI.","start":1586,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1894,"kind":"text","quote":"An inviting and sustainable ecosystem will be created around RURBANIVE to maximize the project's impact.","start":1790,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"},{"end":1999,"kind":"text","quote":"The broad application of the project innovations will be enabled through the creation of business model.","start":1895,"text_hash":"2045b4527209f83b1399686680a40f80c5019e4db6c517cc7a8d5da3d76ec8c1"}],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","originalAssertionId":"77ccc6995f1e8478bddd9604b561d0878ddd51d9cb0542bfc93f1b7576d6b5c9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"abb61670d0cc077d322353439fc7745e1c03cb81784bc8b83f5aaa3dee6c70b2","recordedAt":"2026-09-27T23:50:52.970506+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-b6430a5b437a2b3193dadecd"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-b6430a5b437a2b3193dadecd","conditions":null,"description":"A novel rural/urban innovation framework supported by social and technical innovations will enhance territorial governance and existing policy tools.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"e6589ba69e4c49d20fc8519ec072f6b906e697df15ea95a290b27a415f652ada","sheet_sha256":"24cf122d80c5bc9287a41c76c3c1608367de28709aca3af1a6bfabafa174c669","sheet_version":"mesh-activity-sheet-v3","source_version":"69069b1f270118790493e07aff6cacf5e5dc37f34e7261f144d5353bd05a034c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1.a","uri":"http://data.europa.eu/sdg/1.a","name":"Ensure significant mobilization of resources from a variety of sources, including through enhanced development cooperation, in order to provide adequate and predictable means for developing countries, in particular least developed countries, to implement programmes and policies to end poverty in all its dimensions","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"11.a","uri":"http://data.europa.eu/sdg/11.a","name":"Support positive economic, social and environmental links between urban, peri-urban and rural areas by strengthening national and regional development planning","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4","uri":"http://data.europa.eu/sdg/4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.a","uri":"http://data.europa.eu/sdg/9.a","name":"Facilitate sustainable and resilient infrastructure development in developing countries through enhanced financial, technological and technical support to African countries, least developed countries, landlocked developing countries and small island developing States","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48a0f64be2422e7293dbc3bb4f867372a75a2e534b269149998ebfa09cbdee67","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"RURBANIVE","title":"RUral-uRBAN synergies emerged in an immersIVE innovation ecosystem","status":"SIGNED","startDate":"2024-01-01","endDate":"2027-12-31","ecSignatureDate":"2023-11-23","totalCost":5596030.0,"ecMaxContribution":5495530.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-IA","masterCall":"HORIZON-CL6-2023-COMMUNITIES-01","subCall":"HORIZON-CL6-2023-COMMUNITIES-01","grantDoi":"10.3030/101136597","keywords":["Rural innovation","urban innovation","immersion","social connectivity","social innovation","participatory processes","rural and urban synergies","multi-actor scheme"],"contentUpdateDate":"2026-06-19 16:30:46","topics":[{"code":"HORIZON-CL6-2023-COMMUNITIES-01-2","title":"Improving rural future through better territorial governance and rural-urban synergies"}],"legalBasis":[{"code":"HORIZON.2.6","title":"Food, Bioeconomy Natural Resources, Agriculture and Environment","main":true}],"euroSciVoc":[{"code":"/29/101/559","path":"social sciences/sociology/governance","title":"governance"},{"code":"/29/91/523/1307","path":"social sciences/economics and business/business and management/business models","title":"business models"},{"code":"/23/49/335/1009","path":"natural sciences/biological sciences/ecology/ecosystems","title":"ecosystems"},{"code":"/29/97/87917856/1335","path":"social sciences/political sciences/political policies/civil society","title":"civil society"},{"code":"/23/47/307/979/50814433","path":"natural sciences/computer and information sciences/software/software applications/virtual reality","title":"virtual reality"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":40.0},"organisations":[{"name":"EREVNITIKO PANEPISTIMIAKO INSTITOUTO SYSTIMATON EPIKOINONION KAI YPOLOGISTON","shortName":"RESEARCH UNIVERSITY INSTITUTE OF COMMUNICATION AND COMPUTER SYSTEMS","role":"coordinator","country":"EL","city":"ATHINA","activityType":"REC","sme":false,"ecContribution":1003125.0,"totalCost":1003125.0,"geolocation":[37.988257282,23.730574512],"order":1},{"name":"GEOPONIKO PANEPISTIMION ATHINON","shortName":"AGRICULTURAL UNIVERSITY OF ATHENS","role":"participant","country":"EL","city":"ATHINA","activityType":"HES","sme":false,"ecContribution":466750.0,"totalCost":466750.0,"geolocation":[37.982407407,23.707056261],"order":2},{"name":"FUNDACION CARTIF","shortName":"CARTIF","role":"participant","country":"ES","city":"Boecillo","activityType":"REC","sme":false,"ecContribution":326250.0,"totalCost":326250.0,"geolocation":[41.5409,-4.6994],"order":3},{"name":"RISE RESEARCH INSTITUTES OF SWEDEN AB","shortName":"RISE","role":"participant","country":"SE","city":"Boras","activityType":"REC","sme":false,"ecContribution":493750.0,"totalCost":493750.0,"geolocation":[57.716861497,12.892897703],"order":4},{"name":"REFRAME FOOD ASTIKI MI KERDOSKOPIKI ETAIRIA","shortName":"REFRAME.FOOD","role":"participant","country":"EL","city":"THERMI THESSALONIKI","activityType":"OTH","sme":false,"ecContribution":1055625.0,"totalCost":1055625.0,"geolocation":[40.546964,23.01967],"order":5},{"name":"ASSOCIATION EUROPEENNE POUR L'INNOVATION DANS LE DEVELOPPEMENT LOCAL","shortName":"EUROPEAN ASSOCIATION FOR INNOVATION IN LOCAL DEVELOPMENT","role":"participant","country":"BE","city":"Bruxelles / Brussel","activityType":"OTH","sme":true,"ecContribution":282500.0,"totalCost":282500.0,"geolocation":[50.83758555,4.393889469091224],"order":6},{"name":"CESKA ZEMEDELSKA UNIVERZITA V PRAZE","shortName":"CZECH UNIVERSITY OF LIFE SCIENCES PRAGUE","role":"participant","country":"CZ","city":"Praha - Suchdol","activityType":"HES","sme":false,"ecContribution":325205.0,"totalCost":325205.0,"geolocation":[50.130030369,14.373817972],"order":7},{"name":"ALCHEMIA-NOVA RESEARCH & INNOVATION GEMEINNUTZIGE GMBH","shortName":null,"role":"participant","country":"AT","city":"WIEN","activityType":"REC","sme":false,"ecContribution":316750.0,"totalCost":316750.0,"geolocation":[48.1945624,16.2754373],"order":8},{"name":"AgriFood Lithuania DIH","shortName":null,"role":"participant","country":"LT","city":"Vilnius","activityType":"OTH","sme":true,"ecContribution":250000.0,"totalCost":250000.0,"geolocation":[54.75328065,25.266789165354666],"order":9},{"name":"IMERYS VIOMICHANIKA ORYKTA ELLAS MONOPROSOPI ANONYMI ETAIREIA","shortName":"IMERYS INDUSTRIAL MINERALS GREECE SINGLE MEMBER SA","role":"participant","country":"EL","city":"ATHENS","activityType":"PRC","sme":false,"ecContribution":113400.0,"totalCost":162000.0,"geolocation":[37.9226935,23.750136050000002],"order":10},{"name":"THE LISBON COUNCIL FOR ECONOMIC COMPETITIVENESS ASBL","shortName":"THE LISBON COUNCIL","role":"participant","country":"BE","city":"Bruxelles / Brussel","activityType":"OTH","sme":false,"ecContribution":218750.0,"totalCost":218750.0,"geolocation":[50.8179568,4.4053664],"order":11},{"name":"ANAPTYXIAKI ETAIREIA DIMOU TRIKKAION ANAPTYXIAKI ANONYMI ETAIREIA OTA","shortName":"E TRIKALA AE","role":"participant","country":"EL","city":"TRIKALA","activityType":"OTH","sme":true,"ecContribution":102500.0,"totalCost":102500.0,"geolocation":[39.7218479,21.63218788229712],"order":12},{"name":"KEDAINIU RAJONO SAVIVALDYBES ADMINISTRACIJA","shortName":"KEDAINIAI DISTRICT MUNICIPALITY","role":"participant","country":"LT","city":"KEDAINIAI","activityType":"PUB","sme":false,"ecContribution":52575.0,"totalCost":52575.0,"geolocation":[55.288144,23.973611],"order":13},{"name":"PERIFEREIA NOTIOU AIGAIOU","shortName":"SOUTH AEGEAN REGION","role":"participant","country":"EL","city":"RODOS","activityType":"PUB","sme":false,"ecContribution":90375.0,"totalCost":90375.0,"geolocation":[37.9919195,23.6784038],"order":14},{"name":"INNOVATION CAMPUS LEMGO E. V.","shortName":null,"role":"participant","country":"DE","city":"LEMGO","activityType":"OTH","sme":false,"ecContribution":172500.0,"totalCost":172500.0,"geolocation":[52.0168505,8.9034893],"order":15},{"name":"PARTENARIAT POUR L'EUROPE RURALE","shortName":"PARTNERSHIP FOR RURAL EUROPE","role":"participant","country":"BE","city":"Etterbeek","activityType":"OTH","sme":false,"ecContribution":104375.0,"totalCost":104375.0,"geolocation":[50.83758555,4.393889469091224],"order":16},{"name":"BIOBASE GMBH","shortName":null,"role":"participant","country":"AT","city":"ST. PELTEN","activityType":"PRC","sme":false,"ecContribution":121100.0,"totalCost":173000.0,"geolocation":[48.2043985,15.6229118],"order":17}],"topicDetails":[{"identifier":"HORIZON-CL6-2023-COMMUNITIES-01-2","title":"Improving rural future through better territorial governance and rural-urban synergies","callIdentifier":"HORIZON-CL6-2023-COMMUNITIES-01","callTitle":"Resilient, inclusive, healthy and green rural, coastal and urban communities","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Horizon Europe (HORIZON)","Global Challenges and European Industrial Competitiveness","Food, Bioeconomy Natural Resources, Agriculture and Environment"],"typeOfAction":"HORIZON-IA HORIZON Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2022-12-22","deadlineDates":["2023-04-12"],"budget":{"budgetByYear":{"2023":"11000000"},"expectedGrants":2,"minContribution":5500000,"maxContribution":5500000,"deadlineModel":"single-stage"},"keywords":["Agriculture, Rural Development, Fisheries","Architecture - Culture","Business management","Design and applied arts - Culture","Energy Efficiency","Environmental engineering","Industrial dynamics","Innovation management","Intangible culture fields","Market-creating innovation","Renewable energy sources","Social and economic geography","Tangible cultural heritage"],"description":"Expected Outcome:\nThe successful proposal will contribute to fostering a sustainable, balanced equitable and inclusive development of rural areas, supporting the implementation of the European Green Deal, in particular to the farm to fork and the biodiversity strategies, the organic action plan, the common agricultural policy (CAP), the long-term vision for the EU’s rural areas and its objectives (contributing to make rural areas stronger, connected, resilient and prosperous) and to its flagship initiative “Research and innovation for rural communities”, and the EU territorial agenda for 2030.\nProjects results are expected to contribute to all of following expected outcomes:\n• Improved connections, strategies and governance arrangements that foster synergistic development and just transition of rural and urban areas and more integrated territorial policies and strategies in a growing number of localities;\n• Improved business and innovation opportunities thanks to a more proximate, circular and green economy and renewed vitality of rural places through a better connectivity, improved valorisation of cultural and natural heritage, and stronger innovation ecosystems;\n• Improved mutual access of rural and urban actors to services provided by either type of areas;\n• Improved social connectivity, social capital, resilience, and capacity to face changes as well as of innovating, and increased understanding of the cultural connections between rural and urban communities and strengthened sense of territorial identity.\nScope:\nRural and urban areas are interdependent and can mutually benefit from a territorial planning that takes into consideration their interactive relationship.\nPeople, goods, services, information, financial capitals, energy, etc. flow between these areas, but these linkages are often neglected by policy makers that tend to deal with rural and urban issues separately. Proposals should aim at improving rural-urban cooperation, connections and planning for an integrated territorial development that adopts equitable measures to respond to socio-environmental disparities and foster sustainable growth.\nProposals are expected to support specific projects for developing rural-urban territorial partnerships to enhance the well-being of rural and urban people, increase resilience and favour a more synergistic/interlinked/networked development of rural and urban areas.\nProposal should also prioritise experimentation and innovation in domains that have been demonstrated to favour bi-directional urban-rural synergies and the development of a well-being economy: proximity (shortening distances/value chains including in the agri-food sector with particular attention to organic production), greener economy/society (e.g. ecosystem services and protection and restoration of biodiversity and natural capital, including nature-based solution – NBS), circularity (closing loops/ flows), services (improving social connectivity, new ways of working and living, pooling of and/or itinerant services), culture, landscape and heritage (building territorial identities as well as improving access to a valorised cultural heritage and cultural life) and mobility (sustainable and affordable mobility alternatives for rural residents).\nProjects financed under this topic should capitalise on lessons learnt to further upgrade and future-proof policy frameworks and enabling environments.\nProposals should pay attention to the ecological and digital transitions, the potential of digital technologies as well as social inclusiveness, environmental knowledge and access of rural communities to good quality services and opportunities. In addition, they should analyse the impact caused by COVID 19 pandemic on integrated territorial development and address challenges that resulted from it.\nProposals must implement the multi-actor approach and bring together multiple science fields, in particular the social sciences and humanities (SSH) (e.g., economics, human geography, political science, cultural studies, etc.), and actors with complementary roles and experiences (e.g., service providers, transport services, public authorities, associations, innovators, small and medium enterprises -SMEs - etc.).\nProposals should cover a representative variety of European rural areas (e.g. rural-costal areas, mountains areas, remote rural areas) and build on results of relevant Horizon 2020 projects such as RURBAN, ROBUST (e.g., rural-urban learning hub), COASTAL, RURITAGE, RURALURE, SmartCulTour, TExTOUR, and FOODSHIFT 2030 and seek to improve/uptake governance and role models they have identified as promising.\nProjects financed under this topic should create synergies with the New European Bauhaus (NEB) projects, facilitating ideas flows from urban to rural settings and vice-versa. For instance, some NEB projects could inspire good practices on the reuse of buildings in rural areas that can function as innovation hubs or build links between urban and rural areas. Proposals should allocate adequate budget and resources to implement this task.\nThis topic is open to financial support to third parties as an option either to select pilots for developing partnerships or innovative solutions aiming at contributing to integrated territorial development.\nFinally, proposals are encouraged to leverage the data and services available through European Research Infrastructures federated under the European Open Science Cloud, as well as data from relevant Data Spaces.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL6-2023-COMMUNITIES-01-2"}]}}
{"id":"101162318","acronym":"AM2PM","name":"ADDITIVE TO PREDICTIVE MANUFACTURING FOR MULTISTOREY CONSTRUCTION USING LEARNING BY PRINTING AND NETWORKED ROBOTICS","offer":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation. In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization. The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs. 3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon. This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole. The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","objective":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation. In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization. The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs. 3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon. This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole. The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalSourceVersion":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","textHash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec","sourceUrl":"https://cordis.europa.eu/project/id/101162318","country":"IL","participantCountries":["CZ","DE","DK","IL","IT","NL"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2024-06-17 11:21:36","locations":[],"goal":9,"goalIds":[9,11],"rels":[{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"supported","strength":"strong","assertionId":"mapping:ccf0b7d3d00f38c27dd27b8f27a8558d8dcdb2ba4566e2592fed2f978119d882","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.”","modality":"planned","hypothesis":null,"quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","reason":"purpose: The project explicitly aims to transform construction sites into digital and sustainable ones, directly addressing the SDG 11 condition for sustainability through planned activities.\nscope: The intervention targets multistorey buildings, which are substantive parts of the urban system, satisfying the scope requirement for city or settlement settings.","checks":[{"evidence_ids":["s4","s5","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to transform construction sites into digital and sustainable ones, directly addressing the SDG 11 condition for sustainability through planned activities.","status":"supported"},{"evidence_ids":["s4","s5","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The intervention targets multistorey buildings, which are substantive parts of the urban system, satisfying the scope requirement for city or settlement settings.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"ccf0b7d3d00f38c27dd27b8f27a8558d8dcdb2ba4566e2592fed2f978119d882","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-26T14:53:53.346392+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-4f591e5d88c8bef808c7868a","activity_ref":"a5","claim_unit_candidates":["a5"],"end":1008,"evidence_id":"s4","ownership":"current_project","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","quote_sha256":"5440f0438a97704c092fd6d8a67fd093c3dcaf48761980306610f1a0408d2f36","role":"activity","source_span_id":"3f89a0f4fec3dcf8068d3be04dd20439686ef98e0fd36ba6f182491dbb2f0f16","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":719},"activityBinding":{"activity_ids":["act-4f591e5d88c8bef808c7868a","act-14372ab8caf199dc481850d2","act-628db30d400b4e9e604eb8de","act-160a2fe01de939004155b4c6"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a5","a6","a7","a8"],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":"a5 -> a6 -> a7 -> a8 -> a9","selected_units":[{"activity_id":"act-4f591e5d88c8bef808c7868a","conditions":null,"description":"The AM2PM project aims to transform traditional construction sites for multistorey buildings into digital and sustainable sites of the future.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-628db30d400b4e9e604eb8de","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that collaborates multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-160a2fe01de939004155b4c6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:a557282a18e69d1f356d602d1371b91ed1c5f6e6b0b8e91aca5551ef8f8ceabb","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually”","modality":"planned","hypothesis":null,"quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project explicitly aims to transform construction sites into digital and sustainable ones to mitigate climate change and reduce carbon emissions, aligning with the EU Green Deal.\nscope: Climate change and its impacts (embodied carbon, material use) are substantive objects of the project activity, which targets multistorey building construction.","checks":[{"evidence_ids":["s4","s5","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to transform construction sites into digital and sustainable ones to mitigate climate change and reduce carbon emissions, aligning with the EU Green Deal.","status":"supported"},{"evidence_ids":["s4","s5","s6","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"Climate change and its impacts (embodied carbon, material use) are substantive objects of the project activity, which targets multistorey building construction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"a557282a18e69d1f356d602d1371b91ed1c5f6e6b0b8e91aca5551ef8f8ceabb","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T14:17:16.352092+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-de70c87450839fd50baf6588","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1991,"evidence_id":"s6","ownership":"current_project","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","quote_sha256":"7cbba9e11c9e7df0cfa65ad790f7471e71c822eb4aec241416534845bdd87c19","role":"output","source_span_id":"d3b83d9fd7c385122f8817a761c40c53673ec4f3fa332c9f3b2c4d7f51975070","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1817},"activityBinding":{"activity_ids":["act-4f591e5d88c8bef808c7868a","act-14372ab8caf199dc481850d2","act-95b44be28d651d03d8d205a3","act-160a2fe01de939004155b4c6","act-de70c87450839fd50baf6588"],"activity_refs":["a5","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a5","a6","a7","a8"],"scope":["a5","a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":"a5 -> a6 -> a7 -> a8 -> a9","selected_units":[{"activity_id":"act-4f591e5d88c8bef808c7868a","conditions":null,"description":"The AM2PM project aims to transform traditional construction sites for multistorey buildings into digital and sustainable sites of the future.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-95b44be28d651d03d8d205a3","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that intertwines multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-160a2fe01de939004155b4c6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-de70c87450839fd50baf6588","conditions":null,"description":"The project results in a transformational achievement of a 50% reduction in material use, up to 29 million tons of reduced embodied CO2, and potentially over 11 billion euros saved annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"dedb451684883edb8b68ac8cf2301dd1fceb316ef612afd351e8df55c0ae7ef4","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:db8abf4cdb5bdd4c681f5e7b2f7f0177890bbda1a232ed6f44def0a737900398","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.”","modality":"planned","hypothesis":null,"quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: Project explicitly develops a usable technological innovation (system-of-systems) for the construction industry, satisfying the stated uptake pathway condition.\nscope: Project addresses the construction industry by developing specific technologies (AI, robotics, digital twin) to foster innovation and sustainable industrialization.","checks":[{"evidence_ids":["s5","s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly develops a usable technological innovation (system-of-systems) for the construction industry, satisfying the stated uptake pathway condition.","status":"supported"},{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Project addresses the construction industry by developing specific technologies (AI, robotics, digital twin) to foster innovation and sustainable industrialization.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"db8abf4cdb5bdd4c681f5e7b2f7f0177890bbda1a232ed6f44def0a737900398","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T11:12:20.015148+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-6abb67fad80336b9546ea6a2","activity_ref":"a6","claim_unit_candidates":["a6","a7","a8"],"end":1816,"evidence_id":"s5","ownership":"current_project","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","quote_sha256":"17f58b06970ef90b8dfa86820b22637a6d77e8e4e66aa95c19b01a1789bcb3e9","role":"activity","source_span_id":"4112a69535cdc1f119e2a317673de0db5aba4aca3ed95e2220b05759145e19b5","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1009},"activityBinding":{"activity_ids":["act-6abb67fad80336b9546ea6a2","act-c7c7aa9c02db454ceb5ae045","act-dddb50d781278fd3a66634a6","act-de70c87450839fd50baf6588"],"activity_refs":["a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":"innovation_capacity","selected_units":[{"activity_id":"act-6abb67fad80336b9546ea6a2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-c7c7aa9c02db454ceb5ae045","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that intertwines multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-dddb50d781278fd3a66634a6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable cementitious materials, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-de70c87450839fd50baf6588","conditions":null,"description":"The project results in a transformational achievement of a 50% reduction in material use, up to 29 million tons of reduced embodied CO2, and potentially over 11 billion euros saved annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"5a0b7d3dc67b5c1e7496aff840be1dcb7fde70832785832f1616137c75c7e25d","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:56ea50b2f240c2cad84aa611a7f0f36ce351ef04903aaee6d3723e342cd0e0ca","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.”","modality":"planned","hypothesis":null,"quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project explicitly develops a system-of-systems approach to adopt cleaner technologies (sustainable materials, AI) and improve resource efficiency in construction, meeting the purpose condition.\nscope: The project targets the construction industry (industrial activity) and states specific resource-use improvements (50% material reduction, CO2 reduction) via sustainable materials and AI, satisfying the scope condition.","checks":[{"evidence_ids":["s5","s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a system-of-systems approach to adopt cleaner technologies (sustainable materials, AI) and improve resource efficiency in construction, meeting the purpose condition.","status":"supported"},{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the construction industry (industrial activity) and states specific resource-use improvements (50% material reduction, CO2 reduction) via sustainable materials and AI, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"56ea50b2f240c2cad84aa611a7f0f36ce351ef04903aaee6d3723e342cd0e0ca","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-26T23:28:18.495037+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-14372ab8caf199dc481850d2","activity_ref":"a6","claim_unit_candidates":["a6","a7","a8"],"end":1816,"evidence_id":"s5","ownership":"current_project","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","quote_sha256":"17f58b06970ef90b8dfa86820b22637a6d77e8e4e66aa95c19b01a1789bcb3e9","role":"activity","source_span_id":"4112a69535cdc1f119e2a317673de0db5aba4aca3ed95e2220b05759145e19b5","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1009},"activityBinding":{"activity_ids":["act-14372ab8caf199dc481850d2","act-628db30d400b4e9e604eb8de","act-160a2fe01de939004155b4c6","act-34759c7e3cd983273d8a8ec2"],"activity_refs":["a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9"],"pathway":null,"selected_units":[{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-628db30d400b4e9e604eb8de","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that collaborates multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-160a2fe01de939004155b4c6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-34759c7e3cd983273d8a8ec2","conditions":null,"description":"The project results in a transformational achievement of 50% reduction in material use, up to 29 million tons reduced embodied CO2, and potentially over 11 billion euros saved annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:6e6f9087b36394df1b9ea9220f5caa206d0897c4810ffba5c2c2e915e828bf73","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project focuses on sustainable construction and carbon reduction, not explicitly on economic growth, employment, or decent work.\nscope: The project targets the global construction industry, which is a substantive economic sector with identifiable workers and enterprises.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":"The project focuses on sustainable construction and carbon reduction, not explicitly on economic growth, employment, or decent work.","reason":"The project focuses on sustainable construction and carbon reduction, not explicitly on economic growth, employment, or decent work.","status":"unknown"},{"evidence_ids":["s5","s1","s2","s3","s4","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets the global construction industry, which is a substantive economic sector with identifiable workers and enterprises.","status":"supported"}],"missingEvidence":[{"criterion_id":"purpose","needed":"The project focuses on sustainable construction and carbon reduction, not explicitly on economic growth, employment, or decent work."}],"evidence":[{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"6e6f9087b36394df1b9ea9220f5caa206d0897c4810ffba5c2c2e915e828bf73","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80011fb29e013e53d2720bd6b49a429bc81c53b77c1ad4757f08469c76105d6e","recordedAt":"2026-09-26T23:26:34.466553+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-14372ab8caf199dc481850d2","act-628db30d400b4e9e604eb8de","act-160a2fe01de939004155b4c6"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4","s6"]}},"check_units":{"purpose":[],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":"a5 -> a6 -> a7 -> a8 -> a9","selected_units":[{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-628db30d400b4e9e604eb8de","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that collaborates multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-160a2fe01de939004155b4c6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:8c7dd400ae5f143f10d7a9c97bb0be086ba1801cb85d141ba8697bbb2e3d970b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","reason":"purpose: The project plans to develop a system-of-systems and AI models to predict/control manufacturing, not to change how a specific product, material, or waste stream is produced, consumed, or disposed of in a named sector. Developing cleaner technologies or processes does not by itself qualify as changing consumption or production patterns.\nscope: The project explicitly targets the construction industry for multistorey buildings, identifying a specific production practice (traditional construction) and resource flow (materials, embodied carbon) to be transformed, satisfying the scope condition.","checks":[{"evidence_ids":["s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project plans to develop a system-of-systems and AI models to predict/control manufacturing, not to change how a specific product, material, or waste stream is produced, consumed, or disposed of in a named sector. Developing cleaner technologies or processes does not by itself qualify as changing consumption or production patterns.","status":"not_met"},{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets the construction industry for multistorey buildings, identifying a specific production practice (traditional construction) and resource flow (materials, embodied carbon) to be transformed, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"8c7dd400ae5f143f10d7a9c97bb0be086ba1801cb85d141ba8697bbb2e3d970b","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":["act-6abb67fad80336b9546ea6a2","act-c7c7aa9c02db454ceb5ae045","act-b1334f3505cab8dcbf7e0848","act-012b41eca30dd01d5e5e73bc"],"activity_refs":["a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":["a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9"],"pathway":null,"selected_units":[{"activity_id":"act-6abb67fad80336b9546ea6a2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-c7c7aa9c02db454ceb5ae045","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that intertwines multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-b1334f3505cab8dcbf7e0848","conditions":null,"description":"The project will produce a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable cementitious materials, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-012b41eca30dd01d5e5e73bc","conditions":null,"description":"The project aims to achieve a 50% reduction in material use, reduce embodied CO2 by up to 29 million tons, and potentially save over 11 billion euros annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"4d7c507bc4a6a78fb7c97254501c8f07903d291970de7c8413c9c9384a46a04c","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["mixed_ownership_passage_not_attributed"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard12-20260929-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"no_mapping","strength":"partial","assertionId":"mapping:daf29da0babe0f4682893f6826dad7626d4e8b2aaf550cc83a983f6fa36fa13e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","reason":"purpose: The project explicitly plans to reduce material use by 50%, which constitutes waste prevention and reduction, satisfying the criterion condition.\nscope: The contribution targets reduction in material use and embodied carbon, not the reduction of waste generation or the management of a specific waste stream.","checks":[{"evidence_ids":["s6","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to reduce material use by 50%, which constitutes waste prevention and reduction, satisfying the criterion condition.","status":"supported"},{"evidence_ids":["s6","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The contribution targets reduction in material use and embodied carbon, not the reduction of waste generation or the management of a specific waste stream.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"daf29da0babe0f4682893f6826dad7626d4e8b2aaf550cc83a983f6fa36fa13e","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b753377d6c455a9b01a509559597fa082e9cfb776b7ea3d97a4728b43d993e0b","recordedAt":"2026-09-26T03:20:05.928043+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-de70c87450839fd50baf6588"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s4","s5"]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-de70c87450839fd50baf6588","conditions":null,"description":"The project results in a transformational achievement of a 50% reduction in material use, up to 29 million tons of reduced embodied CO2, and potentially over 11 billion euros saved annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"57a408493a09c1bdd3f37da4c3eaee3369500233e46a815c2a9c3b8da5726f36","sheet_sha256":"4b4b860ee826ec3749f6dc0840d45a4b4fef2c408680ad41277f5741fb82ee13","sheet_version":"mesh-activity-sheet-v2","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.2","name":"Integrate climate change measures into national policies, strategies and planning","uri":"http://data.europa.eu/sdg/13.2","state":"no_mapping","strength":"partial","assertionId":"mapping:67824c6c5fc0dfe237d99cf390343c506136b30d750e1451919b23c089541087","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project explicitly aims to transform construction sites into digital and sustainable ones, directly contributing to climate change mitigation and carbon reduction as stated in the official text.\nscope: The project targets the construction industry generally and does not restrict its work to specific countries, populations, or sectors as required by the official text for Goal 13.2.","checks":[{"evidence_ids":["s4","s5","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to transform construction sites into digital and sustainable ones, directly contributing to climate change mitigation and carbon reduction as stated in the official text.","status":"supported"},{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the construction industry generally and does not restrict its work to specific countries, populations, or sectors as required by the official text for Goal 13.2.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"67824c6c5fc0dfe237d99cf390343c506136b30d750e1451919b23c089541087","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9df684b4f2459b6bcfb17358c5bb21739a39f0566589dfc442dbc18d74264443","recordedAt":"2026-09-28T16:56:32.300199+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4f591e5d88c8bef808c7868a","act-14372ab8caf199dc481850d2","act-628db30d400b4e9e604eb8de","act-f59ce655d8eca237f6bfcc68","act-012b41eca30dd01d5e5e73bc"],"activity_refs":["a5","a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a5","a6","a7","a8"],"scope":["a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[{"activity_id":"act-4f591e5d88c8bef808c7868a","conditions":null,"description":"The AM2PM project aims to transform traditional construction sites for multistorey buildings into digital and sustainable sites of the future.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-628db30d400b4e9e604eb8de","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that collaborates multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-f59ce655d8eca237f6bfcc68","conditions":null,"description":"The project will produce a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-012b41eca30dd01d5e5e73bc","conditions":null,"description":"The project aims to achieve a 50% reduction in material use, reduce embodied CO2 by up to 29 million tons, and potentially save over 11 billion euros annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"4af41e3733b975e170e00ceed594f2404ffca3a379f0aa772e68c625ebac09de","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"13.3","name":"Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning","uri":"http://data.europa.eu/sdg/13.3","state":"no_mapping","strength":"partial","assertionId":"mapping:877a619d66d50ecd2463059e71f6adb0afd12607b9ba2e9f4144db0ed55abc20","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project focuses on technical manufacturing improvements and material reduction, not on improving education, awareness, or human/institutional capacity regarding climate change.\nscope: The project addresses climate mitigation through technical means but lacks an identifiable capacity or learning activity, failing the scope condition for SDG 13.3.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on technical manufacturing improvements and material reduction, not on improving education, awareness, or human/institutional capacity regarding climate change.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project addresses climate mitigation through technical means but lacks an identifiable capacity or learning activity, failing the scope condition for SDG 13.3.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"877a619d66d50ecd2463059e71f6adb0afd12607b9ba2e9f4144db0ed55abc20","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d34b473d81b1efd97ead706c230e2783a03feae1367717572aff3d5253c844b1","recordedAt":"2026-09-28T16:56:32.817426+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"4af41e3733b975e170e00ceed594f2404ffca3a379f0aa772e68c625ebac09de","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:0e4f8a01ed20f18a7556a07397c3c2573ffc988593eb92d9bc70565cbbafc77d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project focuses on construction efficiency and material reduction, not on advancing energy access, reliability, or efficiency as defined by SDG 7.\nscope: The activity concerns construction materials and processes, not energy sources, conversion, supply, storage, or end-use services.","checks":[{"evidence_ids":["s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on construction efficiency and material reduction, not on advancing energy access, reliability, or efficiency as defined by SDG 7.","status":"not_met"},{"evidence_ids":["s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The activity concerns construction materials and processes, not energy sources, conversion, supply, storage, or end-use services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"0e4f8a01ed20f18a7556a07397c3c2573ffc988593eb92d9bc70565cbbafc77d","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-26T23:24:50.660605+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":"a5 -> a6 -> a7 -> a8 -> a9","selected_units":[],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.2","name":"By 2030, increase substantially the share of renewable energy in the global energy mix","uri":"http://data.europa.eu/sdg/7.2","state":"no_mapping","strength":"partial","assertionId":"mapping:98abb7ca7f80aa78c15929217e69ab1b8c23f7c42045a1edc7ba09e8d9c41740","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","reason":"purpose: Project focuses on reducing material use and embodied carbon in construction, not developing renewable energy supply or adoption.\nscope: Project targets construction efficiency and carbon reduction, lacking any pathway concerning renewable energy sources or systems.","checks":[{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on reducing material use and embodied carbon in construction, not developing renewable energy supply or adoption.","status":"not_met"},{"evidence_ids":["s5","s6","s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"Project targets construction efficiency and carbon reduction, lacking any pathway concerning renewable energy sources or systems.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"98abb7ca7f80aa78c15929217e69ab1b8c23f7c42045a1edc7ba09e8d9c41740","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1e98a390c58a33b9625471ee82ce02484b828b18a9cd781ef60f1a98efe463e4","recordedAt":"2026-09-26T23:24:50.662039+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-14372ab8caf199dc481850d2","act-628db30d400b4e9e604eb8de","act-160a2fe01de939004155b4c6","act-34759c7e3cd983273d8a8ec2"],"activity_refs":["a6","a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":["a6","a7","a8","a9"],"scope":["a6","a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[{"activity_id":"act-14372ab8caf199dc481850d2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-628db30d400b4e9e604eb8de","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that collaborates multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-160a2fe01de939004155b4c6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-34759c7e3cd983273d8a8ec2","conditions":null,"description":"The project results in a transformational achievement of 50% reduction in material use, up to 29 million tons reduced embodied CO2, and potentially over 11 billion euros saved annually.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.3","name":"By 2030, double the global rate of improvement in energy efficiency","uri":"http://data.europa.eu/sdg/7.3","state":"no_mapping","strength":"partial","assertionId":"mapping:4ec03c20516999214dc20436ff4eb4f5426b7ad88ae5809141d82744a65bef6e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project aims to reduce embodied carbon and material use, not energy consumption. The proposed 50% reduction in material use does not equate to improved energy efficiency for a given service.\nscope: The claimed reduction concerns embodied carbon (CO2) and material use, not energy use relative to delivered service. No evidence supports an energy efficiency improvement.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to reduce embodied carbon and material use, not energy consumption. The proposed 50% reduction in material use does not equate to improved energy efficiency for a given service.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The claimed reduction concerns embodied carbon (CO2) and material use, not energy use relative to delivered service. No evidence supports an energy efficiency improvement.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"4ec03c20516999214dc20436ff4eb4f5426b7ad88ae5809141d82744a65bef6e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"81a035ded99d18a28535b42eb6e9f8e9cfd815d93f93330e7632f71fa028c889","recordedAt":"2026-09-26T23:26:34.460288+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:b994f6770222e2932b21fe71d9c26cf9d5373a72eb18c290198ca014deb37024","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.\n\nThis is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","reason":"purpose: The project focuses on construction automation and material efficiency, not clean energy research, technology access, or investment in energy infrastructure.\nscope: No cross-border cooperation mechanism or investment mobilization activity for clean energy is described; the project targets construction sustainability.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on construction automation and material efficiency, not clean energy research, technology access, or investment in energy infrastructure.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"No cross-border cooperation mechanism or investment mobilization activity for clean energy is described; the project targets construction sustainability.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"b994f6770222e2932b21fe71d9c26cf9d5373a72eb18c290198ca014deb37024","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-26T23:26:34.464029+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"877e4794beee6d32f182b70c79686f82ab0e3cde38553f5ca94c1274cce26806","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:6aea48317bd9473293713e6e71e01e9a1bb8468423fcfb35a2726fe45b61f107","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.\n\nThe result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually\n\nThe negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.\n\nIn this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.\n\nThe method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.\n\n3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","reason":"purpose: The project develops methods and tools (AI, digital twin) but does not explicitly increase research capacity or transfer capabilities to a named sector/institution beyond the project itself.\nscope: The project concerns scientific research and technological capabilities in the construction sector, which is an industrial sector, satisfying the scope condition.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project develops methods and tools (AI, digital twin) but does not explicitly increase research capacity or transfer capabilities to a named sector/institution beyond the project itself.","status":"not_met"},{"evidence_ids":["s5","s1","s2","s3","s4","s6"],"id":"scope","missing_evidence":null,"reason":"The project concerns scientific research and technological capabilities in the construction sector, which is an industrial sector, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1816,"kind":"text","quote":"This is in line with the EU green deal, New European Bauhaus and EU Digital Strategy to mitigate climate change and reduce carbon emissions.AM2PM will introduce a paradigm shift in the application of AM in construction through a comprehensive system-of-systems approach that intertwines a) multi-agent human-robotic systems that work collaboratively on site in a well-coordinated and safe manner, b) computational design of components considering buildability and environmental efficiency, c) design of the requisite sustainable cementitious materials using granular recycled and locally available material, d) AI models to predict and control the manufacturing process and e) the digital twin construction information backbone that enables cohesive operation of the design and production system as a whole.","start":1009,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1991,"kind":"text","quote":"The result would be transformational, achieving a 50% reduction in material use, would reduce embodied CO2 by up to 29 million tons and potentially save >€11 billion annually","start":1817,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":287,"kind":"text","quote":"The negative environmental impact of construction, effects of global climate change, global housing shortage, and rising labor costs due to a shortage of skilled workers are driving the construction industry to question traditional construction methods and push the limits of innovation.","start":0,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":499,"kind":"text","quote":"In this quest, additive manufacturing (AM) technology (in particular 3D concrete printing (3DCP)) is gaining ground in the construction industry to respond to the urgent demand for acceleration and digitization.","start":288,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":718,"kind":"text","quote":"The method of automating construction by reading digital models of buildings is undoubtedly key for the construction industry to achieve environmental sustainability, cost reduction, and realize complex shaped designs.","start":500,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"},{"end":1008,"kind":"text","quote":"3DCP is thus well suited to adopting digital technologies and automating construction.The vision of AM2PM is to transform the traditional construction site for multistorey buildings into a digital and sustainable site of the future with a 50% reduction in material use and embodied carbon.","start":719,"text_hash":"ea1b1e77e6a222e09d1fe77320879d1d3ede380897c6f0356fc6fb77f7c2ecec"}],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","originalAssertionId":"6aea48317bd9473293713e6e71e01e9a1bb8468423fcfb35a2726fe45b61f107","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T11:12:20.016924+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-6abb67fad80336b9546ea6a2","act-c7c7aa9c02db454ceb5ae045","act-dddb50d781278fd3a66634a6"],"activity_refs":["a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4","s6"]}},"check_units":{"purpose":[],"scope":["a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8"],"pathway":null,"selected_units":[{"activity_id":"act-6abb67fad80336b9546ea6a2","conditions":null,"description":"AM2PM will introduce a paradigm shift in AM application through a system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable materials, AI models, and a digital twin backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-c7c7aa9c02db454ceb5ae045","conditions":null,"description":"The project employs a comprehensive system-of-systems approach that intertwines multi-agent human-robotic systems, computational design, sustainable material design, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-dddb50d781278fd3a66634a6","conditions":null,"description":"The project produces a comprehensive system-of-systems approach intertwining multi-agent human-robotic systems, computational design, sustainable cementitious materials, AI models, and a digital twin construction information backbone.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"b0df7bcfb1540497b10356d53547f04397297e05bddc93459d7411ccd9150f87","sheet_sha256":"5a0b7d3dc67b5c1e7496aff840be1dcb7fde70832785832f1616137c75c7e25d","sheet_version":"mesh-activity-sheet-v3","source_version":"33b841675a596545867b175e381c784f5c9157f48c63de8c5e9b3ecf48448942","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11.c","uri":"http://data.europa.eu/sdg/11.c","name":"Support least developed countries, including through financial and technical assistance, in building sustainable and resilient buildings utilizing local materials","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.2","uri":"http://data.europa.eu/sdg/8.2","name":"Achieve higher levels of economic productivity through diversification, technological upgrading and innovation, including through a focus on high-value added and labour-intensive sectors","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"48aa1bc77578df363b16de9300c8850e78a6ce9e48c27c9917c687de76cc9ece","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"AM2PM","title":"ADDITIVE TO PREDICTIVE MANUFACTURING FOR MULTISTOREY CONSTRUCTION USING LEARNING BY PRINTING AND NETWORKED ROBOTICS","status":"SIGNED","startDate":"2024-10-01","endDate":"2028-09-30","ecSignatureDate":"2024-06-10","totalCost":3605988.75,"ecMaxContribution":3605988.75,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-EIC","masterCall":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","subCall":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","grantDoi":"10.3030/101162318","keywords":["Sustainable 3D Printing of Cementitious Material","Optimization of Printed Structures","Digital Twin Construction","Artificial Intelligence","Multiscale Cyber Physical Systems","Data-driven Life Cycle Assessmen"],"contentUpdateDate":"2024-06-17 11:21:36","topics":[{"code":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-02","title":"EIC Pathfinder Challenge: AEC digitalisation for a new triad of design, fabrication, and materials"}],"legalBasis":[{"code":"HORIZON.3.1","title":"The European Innovation Council (EIC)","main":true}],"euroSciVoc":[{"code":"/25/73/453/459","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/robotics","title":"robotics"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":100.0,"biodiversity":0.0},"organisations":[{"name":"TECHNION RESEARCH AND DEVELOPMENT FOUNDATION LTD","shortName":"TRDF LTD","role":"thirdParty","country":"IL","city":"Haifa","activityType":"PRC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[32.817285,34.988765],"order":1},{"name":"TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY","shortName":null,"role":"coordinator","country":"IL","city":"Haifa","activityType":"HES","sme":false,"ecContribution":1507016.25,"totalCost":1507016.25,"geolocation":[32.817285,34.988765],"order":1},{"name":"TECHNISCHE UNIVERSITAET MUENCHEN","shortName":"TUM","role":"participant","country":"DE","city":"Muenchen","activityType":"HES","sme":false,"ecContribution":491187.5,"totalCost":491187.5,"geolocation":[48.14885402,11.567998012],"order":2},{"name":"DANMARKS TEKNISKE UNIVERSITET","shortName":"TECHNICAL UNIVERSITY OF DENMARK DTU","role":"participant","country":"DK","city":"Kongens Lyngby","activityType":"HES","sme":false,"ecContribution":581488.75,"totalCost":581488.75,"geolocation":[55.7718649,12.5051413],"order":3},{"name":"TECHNISCHE UNIVERSITEIT EINDHOVEN","shortName":"TU/e","role":"participant","country":"NL","city":"Eindhoven","activityType":"HES","sme":false,"ecContribution":520296.25,"totalCost":520296.25,"geolocation":[51.447154126,5.4861088495],"order":4},{"name":"WASP SRL","shortName":null,"role":"participant","country":"IT","city":"MASSA LOMBARDA","activityType":"PRC","sme":false,"ecContribution":248750.0,"totalCost":248750.0,"geolocation":[44.4477623,11.8087294],"order":5},{"name":"FENIX TNT SRO","shortName":null,"role":"participant","country":"CZ","city":"Brno","activityType":"PRC","sme":true,"ecContribution":257250.0,"totalCost":257250.0,"geolocation":[49.235529378,16.624975296],"order":6}],"topicDetails":[{"identifier":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-02","title":"EIC Pathfinder Challenge: AEC digitalisation for a new triad of design, fabrication, and materials","callIdentifier":"HORIZON-EIC-2023-PATHFINDERCHALLENGES-01","callTitle":"EIC Pathfinder Challenges 2023","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["Innovative Europe","The European Innovation Council (EIC)"],"typeOfAction":"HORIZON-EIC HORIZON EIC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2023":163500000},"expectedGrants":10,"minContribution":500000,"maxContribution":4000000,"deadlineModel":"single-stage"},"keywords":["Digital Agenda"],"description":"Scope:Background and scope\nLife cycle greenhouse gas (GHG) emissions of buildings show a clear reduction trend due to improved operational energy performance. However, Life Cycle Assessment (LCA) analyses also reveal an increase in relative and absolute contributions of GHG emissions embodied in new buildings. Such embodied GHG emissions are caused during all stages leading up to final construction of the building, including in the choice of materials and their subsequent fabrication. Achieving net GHG emission reductions by at least 55% by 2030, [1] and net zero by 2050, will require changes in our built environment and, with that, changes in the Architecture, Engineering and Construction (AEC) value chains.\nMoreover, with 70% of the world population projected to live in urban areas by 2050, it is also essential that the construction industry can avail of innovations that will positively impact the quality of life and the human experience in cities and buildings from environmental to social, cultural, and aesthetic points of view.\nDecisions taken today by professionals and firms in the AEC sector impact the lives of generations far into distant futures. Initiatives such as the European Green Deal [2] or the New European Bauhaus [3] can offer context and targets in this domain to steer us towards better built environments.\nThese transformations can gradually interweave numerous scientific and technologic innovations into an interdisciplinary fabric that is interconnected by a common thread of digitalisation.\nNew digital technologies advance the state-of-the-art in areas such computational design, algorithmic design, physics simulation, agent-based modelling, topology optimisation, or parametric design. They can open whole new disruptive pathways of design, with higher degrees of system integration, optimisation, and complexity, if they are coupled with the parallel development of advanced digital fabrication and workflow technologies. Moreover, such digital fabrication technologies can in turn materialise such ever more complex designs, using or reusing known materials, and expectedly introducing more advanced innovative and engineered materials, including new classes of “meta-materials”.\nThis Challenge seeks to develop research and early innovations with a breakthrough potential related to design, fabrication and materials for the AEC value chain enabled by novel algorithms and advanced digitalization. In such a digitalized AEC value chain design, fabrication and materials are symbiotic and mutually dependent and enabling.\nThis combination can enable designers, architects, engineers, and fabricators to imagine, design, optimise and create complex and efficient structures within a digitalisation pathway, in response to ever more ambitious requirements for climate neutral, sustainable, inclusive, aesthetic, and inspiring buildings.\nOverall goal and specific objectives\nThe potential of the digitalised, mutually interdependent, mutually reinforcing, intertwined triad of design, fabrication and materials can potentially exceed our wildest imaginations. This Challenge seeks the realisation of disruptive solutions for AEC in one or more of the following areas:\n• Computational design solutions that advance the state of the art of algorithmically generated design, topology optimisation, agent-based modelling, physical simulation, digital representations such as digital twins and nature inspired design. New algorithmic design solutions may enable breakthroughs in functional integration of complex systems. These solutions may also blur boundaries of nano-scale, micro-scale, meso-scale, and macro-scale, and allow for new developments in meta-materials or bio-mimicry in terms of building structures and patterns.\n• Digital fabrication solutions synchronous with a vast potential of the nearly unlimited complexity of computational design. Digital fabrication can relate to all digitally enabled manufacturing technologies, in particular to novel concepts for additive manufacturing such as new 3D printing techniques to realise the highly complex design definitions at voxel level with ever-higher resolution. Beyond advancing and further building on the known practices of layered extrusion and binder jetting, processes such as rapid liquid printing in a carrier suspension can be a promising new pathway for digital fabrication for the AEC. In addition, quality assurance (QA) and quality control (QC) may be enabled by new scanning technologies such as Computed Tomography (CT/ μCT) to detect defects and build a digital “as built” model, albeit at the dimensional scale and fabrication context AEC needs.\n• Alternative materials as a field where the mix with digital design and digital fabrication technologies can be demonstrated by the AEC sector to vastly reduce the use of cement and its CO2 emissions in the transition to net zero. With a deeper adoption of digitalisation in design and fabrication on the potential of adopting alternative materials widens. Digital design and digital fabrication can enable a widespread adoption of bio-based materials, as for example all known and new timber derivatives, fungal architecture, bamboo, hemp, and others, natural materials such as earth, clay, stone as well as recycled and waste-based materials currently considered as inferior. By a similar token, new pathways for engineered materials can also emerge here, as for instance applications of composites and algorithmically generated “meta-materials”. The adoption of such materials allows the AEC sector to reduce or even remove carbon permanently from the atmosphere and economic cycle.\nProjects are expected to target organisations and collaborative endeavours that develop ways to incorporate the digitalised triad of design, fabrication and materials in the reduction of embodied CO2 emissions, following principles aligned with key EU initiatives such as the European Green Deal or the New European Bauhaus. In this instance, ide","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIC-2023-PATHFINDERCHALLENGES-01-02"}]}}
{"id":"101119286","acronym":"GIANCE","name":"Graphene Alliance for Sustainable Multifunctional Materials to Tackle Environmental Challenges","offer":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g. thermal, mechanical, chemical), functionalities (e.g. wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage. GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact. Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs. GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g. automotive, aerospace, energy (hydrogen economy) and water treatment). GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society. GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors. The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs. GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","objective":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g. thermal, mechanical, chemical), functionalities (e.g. wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage. GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact. Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs. GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g. automotive, aerospace, energy (hydrogen economy) and water treatment). GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society. GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors. The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs. GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalSourceVersion":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","textHash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e","sourceUrl":"https://cordis.europa.eu/project/id/101119286","country":"ES","participantCountries":["AT","DE","EL","ES","FR","IT","NL","TR","UA","UK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-03 17:04:10","locations":[],"goal":7,"goalIds":[7,9,17],"rels":[{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"supported","strength":"strong","assertionId":"mapping:08c835239f633c79660ca950641a516f556ea9a7151fa95469a0756acad7b6e2","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.”","modality":"planned","hypothesis":null,"quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.\n\nGIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.\n\nGIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nSuch GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).\n\nGIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.\n\nGIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","reason":"purpose: The project explicitly builds a partnership with the Graphene Flagship to industrialize knowledge for sustainable development, satisfying the stated deliverable condition.\nscope: The partnership mechanism involves the Graphene Flagship, a global multi-stakeholder entity, ensuring the scope covers international collaboration for sustainable development.","checks":[{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly builds a partnership with the Graphene Flagship to industrialize knowledge for sustainable development, satisfying the stated deliverable condition.","status":"supported"},{"evidence_ids":["s8","s10"],"id":"scope","missing_evidence":null,"reason":"The partnership mechanism involves the Graphene Flagship, a global multi-stakeholder entity, ensuring the scope covers international collaboration for sustainable development.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":945,"kind":"text","quote":"Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.","start":787,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1992,"kind":"text","quote":"GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","start":1841,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"08c835239f633c79660ca950641a516f556ea9a7151fa95469a0756acad7b6e2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d1927112c1b735f8ae34dcd014149fca91b662463f23dfe10da8135b06b7dc81","recordedAt":"2026-09-28T10:14:22.012210+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-22f9293e21dbcc5a5e6d3826","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1392,"evidence_id":"s8","ownership":"current_project","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","quote_sha256":"c2fa26a10beb9c844d0a314505443f3d2af34ddef950bfc1e062f0f90497b985","role":"dissemination","source_span_id":"75c82b6e74b116296b0e5d3180e9781c61f303b766a7804d82b49b2e16884005","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1184},"activityBinding":{"activity_ids":["act-22f9293e21dbcc5a5e6d3826"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s10"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-22f9293e21dbcc5a5e6d3826","conditions":null,"description":"The project will support the innovation output and industrialization efforts of the Graphene Flagship initiative to build a credible pathway for knowledge impact.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"supported","strength":"strong","assertionId":"mapping:beb12a7943000a720bbab79e03194d605272df502a9d62eb06e125752806dbf4","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “automotive, aerospace, energy (hydrogen economy) and water treatment).”","modality":"planned","hypothesis":null,"quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).\n\nGIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.\n\nGIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nSuch GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nGIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.\n\nGIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.\n\nGIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","reason":"purpose: The project explicitly advances the hydrogen economy, a core component of renewable energy access and supply under SDG 7.\nscope: The activity concerns energy storage (hydrogen) and supply (hydrogen economy), qualifying as a contribution to energy sources and services.","checks":[{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly advances the hydrogen economy, a core component of renewable energy access and supply under SDG 7.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The activity concerns energy storage (hydrogen) and supply (hydrogen economy), qualifying as a contribution to energy sources and services.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":945,"kind":"text","quote":"Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.","start":787,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1992,"kind":"text","quote":"GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","start":1841,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"beb12a7943000a720bbab79e03194d605272df502a9d62eb06e125752806dbf4","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T07:47:11.191787+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-9276d7df385d5c0571decb61","activity_ref":"a5","claim_unit_candidates":["a5"],"end":1183,"evidence_id":"s7","ownership":"current_project","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","quote_sha256":"cce3b3aee44cb58db0386aba398b65479b60ebe0d7aa16972dc24534d3b87ced","role":"activity","source_span_id":"218aabdcdbb63892ddcccaab450e763f609bbc96de561896b1849d3f19ebd419","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1113},"activityBinding":{"activity_ids":["act-9276d7df385d5c0571decb61"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8","s9","s10","s11"]}},"check_units":{"purpose":["a5"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-9276d7df385d5c0571decb61","conditions":null,"description":"The project will develop, demonstrate, and validate the efficacy of graphene-enabled products across eleven use cases in automotive, aerospace, energy, and water treatment sectors.","evidence_ids":["s6","s7"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"clean_energy_supply","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"supported","strength":"strong","assertionId":"mapping:d80bf2031bc4e642fb0cf9bc252d28e83288c5c19df1b0a3a81360ae88b4e8af","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.”","modality":"planned","hypothesis":null,"quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.\n\nGIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.\n\nGIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nSuch GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).\n\nGIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.\n\nGIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","reason":"purpose: The project explicitly enhances international cooperation by supporting the Graphene Flagship to build a credible pathway for knowledge impact on EU industry and society.\nscope: The activity facilitates access to clean-energy research by transferring graphene technology advances from the Flagship to EU industry and society.","checks":[{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly enhances international cooperation by supporting the Graphene Flagship to build a credible pathway for knowledge impact on EU industry and society.","status":"supported"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The activity facilitates access to clean-energy research by transferring graphene technology advances from the Flagship to EU industry and society.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":945,"kind":"text","quote":"Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.","start":787,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1992,"kind":"text","quote":"GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","start":1841,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"d80bf2031bc4e642fb0cf9bc252d28e83288c5c19df1b0a3a81360ae88b4e8af","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T07:48:58.272823+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-22f9293e21dbcc5a5e6d3826","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1392,"evidence_id":"s8","ownership":"current_project","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","quote_sha256":"c2fa26a10beb9c844d0a314505443f3d2af34ddef950bfc1e062f0f90497b985","role":"dissemination","source_span_id":"75c82b6e74b116296b0e5d3180e9781c61f303b766a7804d82b49b2e16884005","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1184},"activityBinding":{"activity_ids":["act-22f9293e21dbcc5a5e6d3826"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s9","s10","s11"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-22f9293e21dbcc5a5e6d3826","conditions":null,"description":"The project will support the innovation output and industrialization efforts of the Graphene Flagship initiative to build a credible pathway for knowledge impact.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a6","role":"dissemination","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"international_energy_access","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:3b6ba86506e9f19a9518ba37b61131b136be2b053a0f5dfe7877ff5544dcc88d","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.”","modality":"planned","hypothesis":null,"quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","reason":"purpose: Project explicitly supports translating technology into production capabilities (TRL6-7) for defined industrial sectors, establishing an uptake pathway.\nscope: Project addresses the innovation system by translating advances into concrete opportunities and production capabilities within the EU value chain.","checks":[{"evidence_ids":["s9"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly supports translating technology into production capabilities (TRL6-7) for defined industrial sectors, establishing an uptake pathway.","status":"supported"},{"evidence_ids":["s9"],"id":"scope","missing_evidence":null,"reason":"Project addresses the innovation system by translating advances into concrete opportunities and production capabilities within the EU value chain.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"3b6ba86506e9f19a9518ba37b61131b136be2b053a0f5dfe7877ff5544dcc88d","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T10:14:22.015103+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-68becdd8aebd1c4e4e49f458","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1639,"evidence_id":"s9","ownership":"current_project","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","quote_sha256":"66afebb0a8f94f1df1ad26cb3a2ebacafa5b02bc9cffda59386dd64e22f3d1ab","role":"activity","source_span_id":"681d3c656fb15f42506ba419a0cd0424436d4424276de9e2905193a13a80883d","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1393},"activityBinding":{"activity_ids":["act-68becdd8aebd1c4e4e49f458"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s9"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":[]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":"translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7)","selected_units":[{"activity_id":"act-68becdd8aebd1c4e4e49f458","conditions":"achieving first-mover market advantages of scale in defined industrial sectors","description":"The project will support the EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities at TRL6-7.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_development","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:5c36bcd144e617faf7ca689458ecffc891e3a090d0ac5fe8223370deb095c03a","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.”","modality":"planned","hypothesis":null,"quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nGIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","reason":"purpose: The project explicitly aims to advance manufacturing processes to reduce environmental impact, satisfying the condition for developing cleaner industrial processes.\nscope: The project targets industrial manufacturing processes for graphene materials, identifying a mechanism to improve environmental soundness through enhanced synthesis and stability.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to advance manufacturing processes to reduce environmental impact, satisfying the condition for developing cleaner industrial processes.","status":"supported"},{"evidence_ids":["s4","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets industrial manufacturing processes for graphene materials, identifying a mechanism to improve environmental soundness through enhanced synthesis and stability.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"5c36bcd144e617faf7ca689458ecffc891e3a090d0ac5fe8223370deb095c03a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-27T07:48:58.279441+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-561f8aba5f245f5494b6a9f5","activity_ref":"a3","claim_unit_candidates":["a3"],"end":786,"evidence_id":"s4","ownership":"current_project","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","quote_sha256":"0dbcbb336958a16f35d0efe51bcd074ef6fc22506029470122bc965dc38413e4","role":"activity","source_span_id":"9bf2ae276e7715006ab19664b243b0c39ef37474caf81b316e2765d3b0d0e724","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":668},"activityBinding":{"activity_ids":["act-561f8aba5f245f5494b6a9f5"],"activity_refs":["a3"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a3"],"scope":["a3"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-561f8aba5f245f5494b6a9f5","conditions":null,"description":"The project will advance manufacturing processes to enhance synthesis and stability while reducing environmental impact.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:b1cf92ab04ae40de79d116bb0a80580762429889780e6fec68f0b17775fa9211","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to developing countries depends on verifying that the actual beneficiaries of this technology development are located in developing countries, as the project description does not specify the geographic location of end-users or partners.","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","reason":"purpose: The project explicitly aims to design and develop sustainable graphene-based materials and manufacturing processes, which constitutes domestic technology development and innovation rather than merely producing unspecified technology.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to design and develop sustainable graphene-based materials and manufacturing processes, which constitutes domestic technology development and innovation rather than merely producing unspecified technology.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"b1cf92ab04ae40de79d116bb0a80580762429889780e6fec68f0b17775fa9211","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-27T07:50:42.975986+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-abac298fd0eb0be749ec047e"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s2","s3"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a2"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-abac298fd0eb0be749ec047e","conditions":null,"description":"The project will design, develop, and fabricate cost-effective, sustainable graphene-based multifunctional composites, coatings, foams, and membranes with enhanced properties and functionalities.","evidence_ids":["s1","s2","s3"],"modality":"planned","ownership":"current_project","ref":"a2","role":"output","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:abcb049702a64b3e6071a07ab5f1cf33d29c469aefd19ce5914342f02ee41cd5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.\n\nGIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nSuch GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).\n\nGIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.\n\nGIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.\n\nGIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","reason":"purpose: The project focuses on graphene materials for industrial sectors like automotive and energy, not on reducing urban air pollution or waste.\nscope: The environmental burden addressed is industrial (manufacturing, energy), not tied to a city or urban system as required by the criterion.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on graphene materials for industrial sectors like automotive and energy, not on reducing urban air pollution or waste.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The environmental burden addressed is industrial (manufacturing, energy), not tied to a city or urban system as required by the criterion.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":945,"kind":"text","quote":"Such GRM-bM and manufacturing capabilities will allow robust connections with end-users and thus develop and qualify the commercial propositions to high TRLs.","start":787,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1992,"kind":"text","quote":"GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","start":1841,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"abcb049702a64b3e6071a07ab5f1cf33d29c469aefd19ce5914342f02ee41cd5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T20:23:16.746023+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a1"],"pathway":null,"selected_units":[],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"2d34463e67970ecf3fc6e9fb20496fe5840be311125e97066fc80195071c6462","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:c00598185f6f4d06d16253b85ccd283de1fae06fbfad735d06444ae0df72cc27","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).","reason":"purpose: The project plans to develop and demonstrate products for specific sectors but does not explicitly state that it changes production or consumption practices (e.g., less material use, circular use) in a named sector. It focuses on product development rather than altering the underlying system or practice.\nscope: The project targets identifiable consumption or production practices in named sectors (automotive, aerospace, energy, water treatment), satisfying the scope condition for sustainable consumption and production patterns.","checks":[{"evidence_ids":["s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project plans to develop and demonstrate products for specific sectors but does not explicitly state that it changes production or consumption practices (e.g., less material use, circular use) in a named sector. It focuses on product development rather than altering the underlying system or practice.","status":"not_met"},{"evidence_ids":["s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets identifiable consumption or production practices in named sectors (automotive, aerospace, energy, water treatment), satisfying the scope condition for sustainable consumption and production patterns.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"c00598185f6f4d06d16253b85ccd283de1fae06fbfad735d06444ae0df72cc27","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T12:56:43.391177+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-1a4717455d428cce41c8547b"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7"]},"scope":{"activity_evidence_ids":["s6","s7"],"context_evidence_ids":[]}},"check_units":{"purpose":[],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-1a4717455d428cce41c8547b","conditions":null,"description":"The project develops and demonstrates the efficacy of graphene-enabled products for specific use cases in automotive, aerospace, energy, and water treatment sectors.","evidence_ids":["s6","s7"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"61d92f7beb5589a438e6f061635d56613c8276e8c5b65e56541db424a6c16f2b","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:6395cff92f3f69d02fd4c1c924509b5289404adfc5eb4003bb0f4b35e824ddca","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.\n\nGIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","reason":"purpose: The project explicitly aims to reduce environmental impact of manufacturing processes, which aligns with the purpose of reducing harmful releases.\nscope: The project reduces general environmental impact of manufacturing but does not identify a specific chemical or waste stream for sound management.","checks":[{"evidence_ids":["s4","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to reduce environmental impact of manufacturing processes, which aligns with the purpose of reducing harmful releases.","status":"supported"},{"evidence_ids":["s4","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project reduces general environmental impact of manufacturing but does not identify a specific chemical or waste stream for sound management.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":786,"kind":"text","quote":"GIANCE will also advance manufacturing processes, enhancing synthesis and stability and reducing environmental impact.","start":668,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"6395cff92f3f69d02fd4c1c924509b5289404adfc5eb4003bb0f4b35e824ddca","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T12:58:41.775305+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-5720f4c9abaffb1110ed1689"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-5720f4c9abaffb1110ed1689","conditions":null,"description":"The project advances manufacturing processes to enhance synthesis and stability while reducing environmental impact.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"61d92f7beb5589a438e6f061635d56613c8276e8c5b65e56541db424a6c16f2b","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"waste_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:ac609779d6ff5f756059393b562fe6f6ead9a82acd6fe73d51a4e1ee1c1d1b4a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","reason":"purpose: The project supports the Graphene Flagship to build a pathway for knowledge impact on EU industry, but this is a research dissemination activity, not a stated deliverable for sustainable development outside the project's own research.\nscope: The activity strengthens the Graphene Flagship initiative, which is an EU research program, rather than providing a specific implementation mechanism for sustainable development in developing countries or for a stated development outcome.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project supports the Graphene Flagship to build a pathway for knowledge impact on EU industry, but this is a research dissemination activity, not a stated deliverable for sustainable development outside the project's own research.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The activity strengthens the Graphene Flagship initiative, which is an EU research program, rather than providing a specific implementation mechanism for sustainable development in developing countries or for a stated development outcome.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"ac609779d6ff5f756059393b562fe6f6ead9a82acd6fe73d51a4e1ee1c1d1b4a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T10:14:22.009247+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:c9f2f034450bfea3ccf2f52d65231b84227e3dbf9c861e13d5b2195bf7a52222","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).\n\nGIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.\n\nGIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","reason":"purpose: The project supports the Graphene Flagship but does not explicitly advance the LDC technology bank or a named STI mechanism for LDCs.\nscope: The project targets EU sectors and partners; no actual LDC beneficiaries or specific enabling technology use for LDCs is identified.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project supports the Graphene Flagship but does not explicitly advance the LDC technology bank or a named STI mechanism for LDCs.","status":"not_met"},{"evidence_ids":["s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project targets EU sectors and partners; no actual LDC beneficiaries or specific enabling technology use for LDCs is identified.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1392,"kind":"text","quote":"GIANCE also supports the innovation output and industrialization efforts of the Graphene Flagship initiative, building a credible pathway for the newly accumulated knowledge to impact EU industry and society.","start":1184,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1992,"kind":"text","quote":"GIANCE is designed to ensure maximum impact for the defined industries and society as a whole, significantly contributing to the evolving field of GRM.","start":1841,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"c9f2f034450bfea3ccf2f52d65231b84227e3dbf9c861e13d5b2195bf7a52222","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-27T07:47:11.189885+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:5a67f6ccbc3a3adcd57c38e29245a073bb49d69db3743e572078ebff746e6b41","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.\n\nthermal, mechanical, chemical), functionalities (e.g.\n\nwear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.\n\nGIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.\n\nautomotive, aerospace, energy (hydrogen economy) and water treatment).","reason":"purpose: The project focuses on material properties and industrial applications, not reducing human illness or death from hazardous chemicals or pollution.\nscope: The project does not connect named chemical or pollution exposure to human health; it addresses material performance and industrial sectors.","checks":[{"evidence_ids":["s1","s2","s3","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on material properties and industrial applications, not reducing human illness or death from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project does not connect named chemical or pollution exposure to human health; it addresses material performance and industrial sectors.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":408,"kind":"text","quote":"GIANCE offers innovative solutions to environmental challenges and establishes a holistic, integrated, and industrial-driven platform for the design, development, and scalable fabrication of the next generation of cost-effective, sustainable, lightweight, recyclable graphene and related materials (GRM)-based multifunctional composites, coatings, foams, and membranes (GRM-bM) with enhanced properties (e.g.","start":0,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":462,"kind":"text","quote":"thermal, mechanical, chemical), functionalities (e.g.","start":409,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":667,"kind":"text","quote":"wear, corrosion, chemical and fire resistance, hardness and impact resistance, high temperature resistance, structural health monitoring, ultralow friction surfaces), and as enablers for hydrogen storage.","start":463,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1112,"kind":"text","quote":"GIANCE will develop, demonstrate, and validate the efficacy of GRM-enabled products (11 use cases) which will underlie future technologies for different sectors (e.g.","start":946,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1183,"kind":"text","quote":"automotive, aerospace, energy (hydrogen economy) and water treatment).","start":1113,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"5a67f6ccbc3a3adcd57c38e29245a073bb49d69db3743e572078ebff746e6b41","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T20:23:16.748271+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"2d34463e67970ecf3fc6e9fb20496fe5840be311125e97066fc80195071c6462","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:47cdd7f18e6d7e16b0b9c6aab882910d5204f6b3c248c3081e1baea3a2d22bbc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.\n\nThe consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","reason":"purpose: The project aims for market advantages and industrialization, but does not explicitly pursue sustained economic growth, productive employment, or decent work as a primary objective.\nscope: The project involves partners from 10 countries, which is below the required threshold of at least 12 countries to meet the scope condition.","checks":[{"evidence_ids":["s9"],"id":"purpose","missing_evidence":"The project aims for market advantages and industrialization, but does not explicitly pursue sustained economic growth, productive employment, or decent work as a primary objective.","reason":"The project aims for market advantages and industrialization, but does not explicitly pursue sustained economic growth, productive employment, or decent work as a primary objective.","status":"unknown"},{"evidence_ids":["s10"],"id":"scope","missing_evidence":null,"reason":"The project involves partners from 10 countries, which is below the required threshold of at least 12 countries to meet the scope condition.","status":"not_met"}],"missingEvidence":[{"criterion_id":"purpose","needed":"The project aims for market advantages and industrialization, but does not explicitly pursue sustained economic growth, productive employment, or decent work as a primary objective."}],"evidence":[{"end":1639,"kind":"text","quote":"GIANCE will support a strong EU value chain in translating technology advances from TRL4-5 into concrete innovation opportunities and production capabilities (TRL6-7), with first-mover market advantages of scale in the defined industrial sectors.","start":1393,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"},{"end":1840,"kind":"text","quote":"The consortium consists of 23 partners from 10 countries, representing the full value chain, with leading OEMs, large industries, world-class research and education organisations, and innovative SMEs.","start":1640,"text_hash":"a1748175dc7cffdf909a8c0bdd114a3f43664bf5ecd9a812016351e707ec117e"}],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","originalAssertionId":"47cdd7f18e6d7e16b0b9c6aab882910d5204f6b3c248c3081e1baea3a2d22bbc","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80011fb29e013e53d2720bd6b49a429bc81c53b77c1ad4757f08469c76105d6e","recordedAt":"2026-09-27T07:50:42.972927+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"df46f3ea1f40218027bbba241e15debcb4f474e1a74dcb128da15f478b0499b6","sheet_sha256":"db3586463d9e5fc1af5137f79a97ed4e4f5764495bdd5bddf3a7e76b9933d4e3","sheet_version":"mesh-activity-sheet-v3","source_version":"ccbc2d094b0865f7656a720d3c42875da060631d45bae32f3c11bb70fb69e2f9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","uri":"http://data.europa.eu/sdg/13","name":"Take urgent action to combat climate change and its impacts","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15","uri":"http://data.europa.eu/sdg/15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.2","uri":"http://data.europa.eu/sdg/8.2","name":"Achieve higher levels of economic productivity through diversification, technological upgrading and innovation, including through a focus on high-value added and labour-intensive sectors","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.2","uri":"http://data.europa.eu/sdg/9.2","name":"Promote inclusive and sustainable industrialization and, by 2030, significantly raise industry’s share of employment and gross domestic product, in line with national circumstances, and double its share in least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.3","uri":"http://data.europa.eu/sdg/9.3","name":"Increase the access of small-scale industrial and other enterprises, in particular in developing countries, to financial services, including affordable credit, and their integration into value chains and markets","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4988f52fbb01a22989e2091b5301fef30be5f4f08235aa374db984472f4b0efd","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"GIANCE","title":"Graphene Alliance for Sustainable Multifunctional Materials to Tackle Environmental Challenges","status":"SIGNED","startDate":"2023-10-01","endDate":"2026-09-30","ecSignatureDate":"2023-06-26","totalCost":9499651.02,"ecMaxContribution":8048964.01,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-IA","masterCall":"HORIZON-CL4-2022-DIGITAL-EMERGING-02","subCall":"HORIZON-CL4-2022-DIGITAL-EMERGING-02","grantDoi":"10.3030/101119286","keywords":["Graphene","2DM","composites","coatings","foams","membranes","eco-design","multifunctionality","upscaling","industrial demos","testing&validation","environmental challenges","sustainability","recyclability","LCA"],"contentUpdateDate":"2026-06-03 17:04:10","topics":[{"code":"HORIZON-CL4-2022-DIGITAL-EMERGING-02-20","title":"2D-material-based composites, coatings and foams (IA)"}],"legalBasis":[{"code":"HORIZON.2.4","title":"Digital, Industry and Space","main":true},{"code":"HORIZON.2.4.3","title":"Emerging enabling technologies","main":false}],"euroSciVoc":[{"code":"/25/75/469","path":"engineering and technology/mechanical engineering/manufacturing engineering","title":"manufacturing engineering"},{"code":"/25/69/435/1191/1699","path":"engineering and technology/nanotechnology/nano-materials/two-dimensional nanostructures/graphene","title":"graphene"},{"code":"/25/63/387","path":"engineering and technology/materials engineering/composites","title":"composites"},{"code":"/25/63/391","path":"engineering and technology/materials engineering/coating and films","title":"coating and films"},{"code":"/25/67/425/1169/1691","path":"engineering and technology/environmental engineering/energy and fuels/renewable energy/hydrogen energy","title":"hydrogen energy"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"FUNDACIO EURECAT","shortName":"EURECAT","role":"coordinator","country":"ES","city":"Cerdanyola Del Valles (Barcelona)","activityType":"REC","sme":false,"ecContribution":686062.5,"totalCost":686062.5,"geolocation":[41.488799994,2.1263329322],"order":1},{"name":"CENTRO RICERCHE FIAT SCPA","shortName":"CENTRO RICERCHE FIAT","role":"participant","country":"IT","city":"Orbassano","activityType":"REC","sme":false,"ecContribution":431187.5,"totalCost":431187.5,"geolocation":[45.00547,7.53813],"order":2},{"name":"BOEING TURKEY HAVACILIK VE TICARET LIMITED SIRKETI","shortName":"BOEING TURKEY AVIATION AND TRADE LIMITED COMPANY","role":"participant","country":"TR","city":"Istanbul","activityType":"PRC","sme":false,"ecContribution":194862.5,"totalCost":278375.0,"geolocation":[41.1130783,29.008671206401882],"order":3},{"name":"IDRYMA TECHNOLOGIAS KAI EREVNAS","shortName":"FOUNDATION FOR RESEARCH AND TECHNOLOGYHELLAS","role":"participant","country":"EL","city":"IRAKLEIO","activityType":"REC","sme":false,"ecContribution":537062.5,"totalCost":537062.5,"geolocation":[35.336142213,25.126502395],"order":4},{"name":"CONSIGLIO NAZIONALE DELLE RICERCHE","shortName":"CNR","role":"participant","country":"IT","city":"Roma","activityType":"REC","sme":false,"ecContribution":331937.5,"totalCost":331937.5,"geolocation":[41.900756621,12.512511598],"order":5},{"name":"FAURECIA SYSTEMES D ECHAPPEMENT SAS","shortName":"FAURECIA","role":"participant","country":"FR","city":"Nanterre","activityType":"PRC","sme":false,"ecContribution":83329.71,"totalCost":119042.44,"geolocation":[48.8873201,2.2160958],"order":6},{"name":"FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV","shortName":"Fraunhofer","role":"participant","country":"DE","city":"Munchen","activityType":"REC","sme":false,"ecContribution":699375.0,"totalCost":699375.0,"geolocation":[48.132741991,11.53014802],"order":7},{"name":"DAWN AEROSPACE NEDERLAND B.V.","shortName":"DAWN AEROSPACE","role":"participant","country":"NL","city":"DELFGAUW","activityType":"PRC","sme":true,"ecContribution":70812.64,"totalCost":101160.91,"geolocation":[51.9949992,4.4039315],"order":8},{"name":"FUNDACION BCMATERIALS -  BASQUE CENTRE FOR MATERIALS, APPLICATIONS AND NANOSTRUCTURES","shortName":"BCMATERIALS","role":"participant","country":"ES","city":"Leioa","activityType":"REC","sme":false,"ecContribution":418875.0,"totalCost":418875.0,"geolocation":[43.32686,-2.98884],"order":9},{"name":"IRIS SRL","shortName":null,"role":"participant","country":"IT","city":"TORINO","activityType":"PRC","sme":true,"ecContribution":329196.88,"totalCost":470281.25,"geolocation":[45.013591235,7.6184188331],"order":10},{"name":"CROSSFIRE SRL","shortName":null,"role":"participant","country":"IT","city":"SOLAROLO","activityType":"PRC","sme":true,"ecContribution":495687.5,"totalCost":708125.0,"geolocation":[44.3502619,11.860432],"order":11},{"name":"STICHTING KONINKLIJK NEDERLANDS LUCHT - EN RUIMTEVAARTCENTRUM","shortName":"Royal Netherlands Aerospace Centre","role":"participant","country":"NL","city":"Amsterdam","activityType":"REC","sme":false,"ecContribution":686871.36,"totalCost":686871.36,"geolocation":[52.37403,4.88969],"order":12},{"name":"FUNDACION PARA LA PROMOCION DE LA INNOVACION INVESTIGACION Y DESARROLLO TECNOLOGICO EN LA INDUSTRIA DE AUTOMOCION DE GALICIA","shortName":"CTAG","role":"participant","country":"ES","city":"Porrino Pontevedra","activityType":"REC","sme":false,"ecContribution":314906.25,"totalCost":314906.25,"geolocation":[42.1618812,-8.6202683],"order":13},{"name":"NEDERLANDSE ORGANISATIE VOOR TOEGEPAST NATUURWETENSCHAPPELIJK ONDERZOEK TNO","shortName":"TNO","role":"participant","country":"NL","city":"Den Haag","activityType":"REC","sme":false,"ecContribution":381812.5,"totalCost":381812.5,"geolocation":[52.082223814,4.3257143182],"order":14},{"name":"HYDROSOLID GMBH","shortName":"HydroSolid","role":"participant","country":"AT","city":"WILHEMSBURG","activityType":"PRC","sme":true,"ecContribution":420966.88,"totalCost":601381.25,"geolocation":[48.0972393,15.5979784],"order":15},{"name":"GRAPHENEA SA","shortName":"Graphenea","role":"participant","country":"ES","city":"SAN SEBASTIAN GUIPUZCOA","activityType":"PRC","sme":true,"ecContribution":208031.25,"totalCost":297187.5,"geolocation":[43.293951,-1.9852923],"order":16},{"name":"LENNTECH BV","shortName":"LENNTECH","role":"participant","country":"NL","city":"DELFGAUW","activityType":"PRC","sme":true,"ecContribution":509600.0,"totalCost":728000.0,"geolocation":[51.9854201,4.3770147],"order":17},{"name":"V.E. LASHKARYOV INSTITUTE OF SEMICONDUCTOR PHYSICS OF THE NATIONAL ACADEMY OF SCIENCE OF UKRAINE","shortName":"ISP NASU","role":"participant","country":"UA","city":"Kyiv","activityType":"HES","sme":false,"ecContribution":175937.5,"totalCost":175937.5,"geolocation":[50.3744047,30.5490557],"order":18},{"name":"NANOPROM CHEMICALS SRL SOCIETA' BENEFIT","shortName":null,"role":"participant","country":"IT","city":"Casalgrande","activityType":"PRC","sme":true,"ecContribution":338625.0,"totalCost":483750.0,"geolocation":[44.558937,10.760482],"order":19},{"name":"BAX INNOVATION CONSULTING SL","shortName":"Bax & Company","role":"participant","country":"ES","city":"Barcelona","activityType":"PRC","sme":true,"ecContribution":212931.25,"totalCost":304187.5,"geolocation":[41.3828939,2.1774322],"order":20},{"name":"PNO DIGITAL SRL","shortName":"PNODGT","role":"participant","country":"IT","city":"Roma","activityType":"PRC","sme":true,"ecContribution":331887.5,"totalCost":474125.0,"geolocation":[41.83977843626608,12.890244358909834],"order":21},{"name":"UNIVERSITY OF NORTHUMBRIA AT NEWCASTLE","shortName":"Northumbria University","role":"associatedPartner","country":"UK","city":"NEWCASTLE UPON TYNE","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[54.9770924,-1.6142058],"order":22},{"name":"Universal Matter GBR Ltd (formerly Applied Graphene Materials Ltd)","shortName":"Universal Matter GBR Ltd","role":"associatedPartner","country":"UK","city":"Redcar","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[54.5778579,-1.0967274499999966],"order":23},{"name":"FAURECIA HYDROGEN SOLUTIONS FRANCE","shortName":null,"role":"participant","country":"FR","city":"Nanterre","activityType":"PRC","sme":false,"ecContribution":189005.29,"totalCost":270007.56,"geolocation":[48.8924273,2.2071267],"order":24}],"topicDetails":[{"identifier":"HORIZON-CL4-2022-DIGITAL-EMERGING-02-20","title":"2D-material-based composites, coatings and foams (IA)","callIdentifier":"HORIZON-CL4-2022-DIGITAL-EMERGING-02","callTitle":"Digital and emerging technologies for competitiveness and fit for the green deal","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["Digital, Industry and Space","Global Challenges and European Industrial Competitiveness","Emerging enabling technologies"],"typeOfAction":"HORIZON-IA HORIZON Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2022":9000000},"expectedGrants":1,"minContribution":9000000,"maxContribution":9000000,"deadlineModel":"single-stage"},"keywords":["Coating and films","Applied and industrial chemistry","Digital Agenda","Composites (including laminates, reinforced plasti","Materials engineering"],"description":"ExpectedOutcome:Proposal results are expected to contribute to the following outcomes:\n• new multifunctional recyclable materials enabling solutions to environmental challenges.\nScope:Proposals should address 2D materials (2DM) composites, aero-gels and foams that can bring the full nanoscopic functionality of 2DM from nano- and microscale into the macroscopic world. They should target in particular the development of 2D materials and technologies mainly addressing environmental issues including e.g. energy consumption reduction in transport, oil spill removal from water, water purification with low energy consumption and improved water desalination. They should also target the development of next generation, lightweight, recyclable composites and coatings endowed with key functionalities like e.g., high temperature performance, structural health monitoring, and as enablers for, e.g., structural batteries or hydrogen storage. They should also address Metal-2DM composites enabling ultralow friction surfaces, reducing energy loss in sliding mechanical and electrical parts and the development of 2DM foams enabling hydrogen economy through catalytic hydrogen generation and storage. Proposals should also integrate the value chain and incorporate the relevant manufacturing technologies necessary to bring the developed devices towards the market.\nProposals must implement from the very beginning life cycle assessment (LCA) and end-of-life (EOL) materials management to fully capture the advantage and develop greener materials and processes.\nProposals should include activities aiming at facilitating future exploitation of results.\nProposals should aim at demonstrating by the end of the project fully functional material systems and prototype applications operating in relevant environment conditions (TRL 6-7).\nThe proposal should also cover the contribution to the governance and overall coordination of the Graphene Flagship initiative.\nIn this topic the integration of the gender dimension (sex and gender analysis) in research and innovation content is not a mandatory requirement.\nSpecific Topic Conditions:Activities are expected to start at TRL 4-5 and achieve TRL 6-7 by the end of the project – see General Annex B.\nCross-cutting Priorities:Digital Agenda","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL4-2022-DIGITAL-EMERGING-02-20"}]}}
{"id":"101220297","acronym":"MaMas","name":"Mapping and Conceptualizing a Legal Framework for Maternal Rights during Pregnancy, Birth, and Early Motherhood (MaMas)","offer":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”. Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete. The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work. These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality. The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe. The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point. Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition. Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights. Based on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence. Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence. This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","objective":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”. Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete. The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work. These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality. The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe. The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point. Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition. Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights. Based on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence. Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence. This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalSourceVersion":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","textHash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54","sourceUrl":"https://cordis.europa.eu/project/id/101220297","country":"DK","participantCountries":["DK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-11-26 11:14:33","locations":[],"goal":5,"goalIds":[5,16],"rels":[{"code":"10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","uri":"http://data.europa.eu/sdg/10.2","state":"supported","strength":"strong","assertionId":"mapping:059b37c02086129d5a4b7f403875240fd2bb26bad8597c4ffa34ad3c3346faac","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.”","modality":"planned","hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.\n\nMany mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","reason":"purpose: The project explicitly aims to develop a legal framework for maternal rights, directly contributing to the concept's component on empowering inclusion irrespective of sex.\nscope: The project focuses on women during matrescence, satisfying the scope restriction for 'women' and the sector of health/social/welfare laws mentioned in the official text.","checks":[{"evidence_ids":["s6","s10","s11","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a legal framework for maternal rights, directly contributing to the concept's component on empowering inclusion irrespective of sex.","status":"supported"},{"evidence_ids":["s6","s10","s11","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on women during matrescence, satisfying the scope restriction for 'women' and the sector of health/social/welfare laws mentioned in the official text.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":139,"kind":"text","quote":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.","start":0,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"059b37c02086129d5a4b7f403875240fd2bb26bad8597c4ffa34ad3c3346faac","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59627f89eb503a68f556415fcd3503993fa0cdfc7c4620198fe91359c5416f46","recordedAt":"2026-09-28T17:48:34.271444+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-f3f22cb0939b4f237f1b38c6","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":977,"evidence_id":"s6","ownership":"current_project","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","quote_sha256":"b86c971221050fb85774f807ff5637d789311ff9fa4d7b981f01f7ced31efd33","role":"activity","source_span_id":"d269928e437864d73883949dbbf666629ba12f7bcb1ade411ee199dd147e5b56","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":768},"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-8de41214437d27e6f94f402b","act-ce3abf9caafb7abc464c347f","act-ebe919a7c7e8b3189493c83f"],"activity_refs":["a6","a7","a13","a14"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a13","a14"],"scope":["a6","a7","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a10","a11","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-8de41214437d27e6f94f402b","conditions":null,"description":"The project will produce a legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-ebe919a7c7e8b3189493c83f","conditions":null,"description":"The project will develop new legal concepts and language such as inter-dependency rights, right to time, and respectful corporal rights.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a14","role":"output","support_eligible":true}],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"f2e66eb8b9c396bd3b2631a32c4b66b8c5620bbbace4fb95420123187febecce","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"supported","strength":"strong","assertionId":"mapping:3258d2ff4ffe52eb58814cedc9f1b9f2f9b002def6c6ec7e824a00f1d0d2ef03","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.”","modality":"planned","hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.\n\nThrough qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.\n\nBased on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.\n\nMany mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","reason":"purpose: Project develops a legal framework for maternal rights, directly promoting access to justice and inclusive institutions by addressing gaps in women's rights.\nscope: Project analyzes laws at national, regional, and international levels in Western Europe, satisfying the requirement for identifiable settings without country restriction.","checks":[{"evidence_ids":["s6","s7","s8","s9","s10","s11","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"Project develops a legal framework for maternal rights, directly promoting access to justice and inclusive institutions by addressing gaps in women's rights.","status":"supported"},{"evidence_ids":["s6","s7","s8","s9","s10","s11","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"Project analyzes laws at national, regional, and international levels in Western Europe, satisfying the requirement for identifiable settings without country restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1196,"kind":"text","quote":"Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.","start":978,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1315,"kind":"text","quote":"Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.","start":1197,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1648,"kind":"text","quote":"Based on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.","start":1316,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":139,"kind":"text","quote":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.","start":0,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"3258d2ff4ffe52eb58814cedc9f1b9f2f9b002def6c6ec7e824a00f1d0d2ef03","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-26T15:30:51.046466+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-f3f22cb0939b4f237f1b38c6","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":977,"evidence_id":"s6","ownership":"current_project","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","quote_sha256":"b86c971221050fb85774f807ff5637d789311ff9fa4d7b981f01f7ced31efd33","role":"activity","source_span_id":"d269928e437864d73883949dbbf666629ba12f7bcb1ade411ee199dd147e5b56","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":768},"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-e5fcc1ca7689cd50a34eefaa","act-ed687c1a86438799fa09e07d","act-1b73a8a969aa5bf4f986122f","act-5372556d22d47f3042d0cf1b","act-181388bed77cff7c73b8242e","act-982ce62284250be730285002","act-ce3abf9caafb7abc464c347f","act-74e0b2836a92410799985893"],"activity_refs":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"scope":["a6","a7","a8","a9","a10","a11","a12","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"pathway":"a6 -> a8/a9 -> a10/a11/a12/a13/a14","selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e5fcc1ca7689cd50a34eefaa","conditions":null,"description":"The project will produce a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-ed687c1a86438799fa09e07d","conditions":null,"description":"MaMas will map and analyze health, labor, and welfare laws at national, regional, and international levels using legal comparative and socio-legal methods.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b73a8a969aa5bf4f986122f","conditions":null,"description":"The project will investigate women's experiences of matrescence, including their experience of rights, through qualitative methods.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true},{"activity_id":"act-5372556d22d47f3042d0cf1b","conditions":null,"description":"Based on legal and qualitative analyses, the project will identify gaps in the current legal approach and develop new legal language and concepts.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-181388bed77cff7c73b8242e","conditions":null,"description":"The project will produce new legal language and concepts to translate women's experiences into law.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-982ce62284250be730285002","conditions":null,"description":"The project will explore risks of essentialization and break new theoretical ground by constructing a legal theory of maternal rights during matrescence.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-74e0b2836a92410799985893","conditions":null,"description":"The project will develop new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and interrogation of the legal status of unpaid childcare work.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a14","role":"output","support_eligible":true}],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"c6efe0ac4220e1ea953efcd27880867221af6c800636dfe01eef9d9a2d09b6b7","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:2152341219465bdae955f648535b6c374af59c88fc45fdaf32913651a5315302","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.”","modality":"planned","hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.\n\nThrough qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.\n\nBased on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.\n\nMany mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","reason":"purpose: The project explicitly aims to develop a legal framework for maternal rights, which constitutes a stated health-related intervention to ensure healthy lives and promote well-being for women during matrescence.\nscope: The project focuses on women during pregnancy, birth, and early motherhood (matrescence), satisfying the eligibility condition for work focused on a particular age group or population without geographic restriction.","checks":[{"evidence_ids":["s6","s7","s8","s9","s10","s11","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a legal framework for maternal rights, which constitutes a stated health-related intervention to ensure healthy lives and promote well-being for women during matrescence.","status":"supported"},{"evidence_ids":["s6","s7","s8","s9","s10","s11","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on women during pregnancy, birth, and early motherhood (matrescence), satisfying the eligibility condition for work focused on a particular age group or population without geographic restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1196,"kind":"text","quote":"Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.","start":978,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1315,"kind":"text","quote":"Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.","start":1197,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1648,"kind":"text","quote":"Based on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.","start":1316,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":139,"kind":"text","quote":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.","start":0,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"2152341219465bdae955f648535b6c374af59c88fc45fdaf32913651a5315302","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T16:06:47.643939+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-f3f22cb0939b4f237f1b38c6","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":977,"evidence_id":"s6","ownership":"current_project","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","quote_sha256":"b86c971221050fb85774f807ff5637d789311ff9fa4d7b981f01f7ced31efd33","role":"activity","source_span_id":"d269928e437864d73883949dbbf666629ba12f7bcb1ade411ee199dd147e5b56","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":768},"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-8de41214437d27e6f94f402b","act-2f094aa8926b0682c7680959","act-1b73a8a969aa5bf4f986122f","act-c31cfa77eb39d62fcb143571","act-181388bed77cff7c73b8242e","act-d3e85a1b8384693da2e3a928","act-ce3abf9caafb7abc464c347f","act-ebe919a7c7e8b3189493c83f"],"activity_refs":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s7","s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"scope":["a6","a7","a8","a9","a10","a11","a12","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a8","a9","a10","a11","a12","a13","a14"],"pathway":"a6 -> a7 -> a8/a9 -> a10/a11/a12/a13/a14","selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-8de41214437d27e6f94f402b","conditions":null,"description":"The project will produce a legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-2f094aa8926b0682c7680959","conditions":null,"description":"MaMas will map and analyze health, labor, and welfare laws at national, regional, and international levels using legal and socio-legal methods.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b73a8a969aa5bf4f986122f","conditions":null,"description":"The project will investigate women's experiences of matrescence, including their experience of rights, through qualitative methods.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true},{"activity_id":"act-c31cfa77eb39d62fcb143571","conditions":null,"description":"Based on analyses, the project will identify gaps in the current legal approach and develop new legal language and concepts.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-181388bed77cff7c73b8242e","conditions":null,"description":"The project will produce new legal language and concepts to translate women's experiences into law.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-d3e85a1b8384693da2e3a928","conditions":null,"description":"MaMas will break new theoretical ground by constructing a legal theory of maternal rights during matrescence.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-ebe919a7c7e8b3189493c83f","conditions":null,"description":"The project will develop new legal concepts and language such as inter-dependency rights, right to time, and respectful corporal rights.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a14","role":"output","support_eligible":true}],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"f2e66eb8b9c396bd3b2631a32c4b66b8c5620bbbace4fb95420123187febecce","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"5","name":"Achieve gender equality and empower all women and girls","uri":"http://data.europa.eu/sdg/5","state":"supported","strength":"strong","assertionId":"mapping:00ce3c85eb3c887b38d53ded4d094fe9323a403aceea9c4c3b5a3fcb44a8cb6a","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.”","modality":"planned","hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nMany mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","reason":"purpose: Project explicitly aims to develop a legal framework for maternal rights anchored in women's embodied experiences, directly addressing gender inequality and women's empowerment.\nscope: Intended contribution concerns empowerment of women during matrescence, a specified group, without geographic restriction or requiring all women and girls.","checks":[{"evidence_ids":["s6","s10","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to develop a legal framework for maternal rights anchored in women's embodied experiences, directly addressing gender inequality and women's empowerment.","status":"supported"},{"evidence_ids":["s6","s10","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"Intended contribution concerns empowerment of women during matrescence, a specified group, without geographic restriction or requiring all women and girls.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":139,"kind":"text","quote":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.","start":0,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"00ce3c85eb3c887b38d53ded4d094fe9323a403aceea9c4c3b5a3fcb44a8cb6a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01fa39db53aa0491de0fc8c05d1cf353cf509e8d252238d6babc6177eccec90b","recordedAt":"2026-09-27T20:24:30.769531+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-f3f22cb0939b4f237f1b38c6","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":977,"evidence_id":"s6","ownership":"current_project","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","quote_sha256":"b86c971221050fb85774f807ff5637d789311ff9fa4d7b981f01f7ced31efd33","role":"activity","source_span_id":"d269928e437864d73883949dbbf666629ba12f7bcb1ade411ee199dd147e5b56","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":768},"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-e5fcc1ca7689cd50a34eefaa","act-ce3abf9caafb7abc464c347f"],"activity_refs":["a6","a7","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a13"],"scope":["a6","a7","a13"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a10","a11","a12","a13","a14"],"pathway":"a6 -> a7 -> a10 -> a11 -> a12 -> a13 -> a14","selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-e5fcc1ca7689cd50a34eefaa","conditions":null,"description":"The project will produce a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true}],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"c6efe0ac4220e1ea953efcd27880867221af6c800636dfe01eef9d9a2d09b6b7","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","unknown_evidence_id_dropped"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":true},{"code":"5.1","name":"End all forms of discrimination against all women and girls everywhere","uri":"http://data.europa.eu/sdg/5.1","state":"supported","strength":"strong","assertionId":"mapping:5419fb18ce3b0c0835beeea60d7b7fcdbc8bf0199e2387a455b927ee28605647","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.”","modality":"planned","hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","reason":"purpose: Project explicitly aims to develop a legal framework to re-imagine women's rights, directly investigating mechanisms to prevent discrimination.\nscope: The framework targets maternal rights for women during pregnancy and birth, explicitly addressing discrimination against women in this setting.","checks":[{"evidence_ids":["s6","s10","s11","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to develop a legal framework to re-imagine women's rights, directly investigating mechanisms to prevent discrimination.","status":"supported"},{"evidence_ids":["s6","s10","s11","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The framework targets maternal rights for women during pregnancy and birth, explicitly addressing discrimination against women in this setting.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"5419fb18ce3b0c0835beeea60d7b7fcdbc8bf0199e2387a455b927ee28605647","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"62b9d9104d023c3e88724d316b2628c020786d15f72afe4534ff0a0ed20789bd","recordedAt":"2026-09-26T04:31:05.725391+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-f3f22cb0939b4f237f1b38c6","activity_ref":"a6","claim_unit_candidates":["a6","a7"],"end":977,"evidence_id":"s6","ownership":"current_project","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","quote_sha256":"b86c971221050fb85774f807ff5637d789311ff9fa4d7b981f01f7ced31efd33","role":"activity","source_span_id":"d269928e437864d73883949dbbf666629ba12f7bcb1ade411ee199dd147e5b56","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":768},"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-8de41214437d27e6f94f402b","act-ce3abf9caafb7abc464c347f","act-ebe919a7c7e8b3189493c83f"],"activity_refs":["a6","a7","a13","a14"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s10","s11"],"context_evidence_ids":["s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s10","s11"],"context_evidence_ids":["s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a13","a14"],"scope":["a6","a7","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a6","a10","a11"],"pathway":"activity -> output","selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-8de41214437d27e6f94f402b","conditions":null,"description":"The project will produce a legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-ebe919a7c7e8b3189493c83f","conditions":null,"description":"The project will develop new legal concepts and language such as inter-dependency rights, right to time, and respectful corporal rights.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a14","role":"output","support_eligible":true}],"sheet_cache_key":"3765fe9898a7f5e05ddcacf6a48816d29dd3a6ca42e752bd0962a16de49044a0","sheet_sha256":"118f23bffeafcd31bfa7bbfbcc0ee5cdf9675cea3a7c7002338a3106cbddb0f7","sheet_version":"mesh-activity-sheet-v2","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3.7","name":"By 2030, ensure universal access to sexual and reproductive health-care services, including for family planning, information and education, and the integration of reproductive health into national strategies and programmes","uri":"http://data.europa.eu/sdg/3.7","state":"no_mapping","strength":"partial","assertionId":"mapping:3ac83360027e449cfd2abdcf053d0cc95811fea70a74c861d79c71e82b311c72","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.\n\nMany mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.\n\nAlthough health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.\n\nThe law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.\n\nThese experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.\n\nThe lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.\n\nUsing legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.\n\nThrough qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.","reason":"purpose: The project explicitly aims to develop a legal framework for maternal rights during matrescence, directly addressing the concept's component of reproductive health and rights integration.\nscope: The project focuses on Western Europe and does not address the official text's requirement for universal access or specific restricted populations like developing countries.","checks":[{"evidence_ids":["s6","s10","s11","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a legal framework for maternal rights during matrescence, directly addressing the concept's component of reproductive health and rights integration.","status":"supported"},{"evidence_ids":["s6","s7","s8","s10","s11","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project focuses on Western Europe and does not address the official text's requirement for universal access or specific restricted populations like developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":139,"kind":"text","quote":"Many mothers in Western Europe experience some distress during the times of pregnancy, birth and postpartum, a period called “matrescence”.","start":0,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":292,"kind":"text","quote":"Although health, social and welfare laws offer some protection and accommodation to women during matrescence, the approach is fragmented and incomplete.","start":140,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":414,"kind":"text","quote":"The law has yet to address issues such as early pregnancy loss, obstetric violence, and the “motherhood penalty” at work.","start":293,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":622,"kind":"text","quote":"These experiences have been under-explored and under-theorised in law and feminist legal theory, despite their implications for the rights to health, non-discrimination, dignity, autonomy, work and equality.","start":415,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":767,"kind":"text","quote":"The lack of a holistic approach to maternal rights during matrescence represents a major problem for women’s rights and gender equity in Europe.","start":623,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1196,"kind":"text","quote":"Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.","start":978,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1315,"kind":"text","quote":"Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.","start":1197,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"3ac83360027e449cfd2abdcf053d0cc95811fea70a74c861d79c71e82b311c72","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0b48eb5886bef6fe779b122198d7151720368e0b76a54bb6013dd575eaf2b5ce","recordedAt":"2026-09-28T17:48:34.278881+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-f3f22cb0939b4f237f1b38c6","act-8de41214437d27e6f94f402b","act-2f094aa8926b0682c7680959","act-1b73a8a969aa5bf4f986122f","act-ce3abf9caafb7abc464c347f","act-ebe919a7c7e8b3189493c83f"],"activity_refs":["a6","a7","a8","a9","a13","a14"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6","s7","s8","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a6","a7","a13","a14"],"scope":["a6","a7","a8","a9","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a6","a7","a10","a11","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-f3f22cb0939b4f237f1b38c6","conditions":null,"description":"The MaMas project aims to develop a first legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-8de41214437d27e6f94f402b","conditions":null,"description":"The project will produce a legal framework of maternal rights during matrescence anchored in women's embodied experiences.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-2f094aa8926b0682c7680959","conditions":null,"description":"MaMas will map and analyze health, labor, and welfare laws at national, regional, and international levels using legal and socio-legal methods.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"method","support_eligible":true},{"activity_id":"act-1b73a8a969aa5bf4f986122f","conditions":null,"description":"The project will investigate women's experiences of matrescence, including their experience of rights, through qualitative methods.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"method","support_eligible":true},{"activity_id":"act-ce3abf9caafb7abc464c347f","conditions":null,"description":"Using a gender embodiment lens, the project will explore new pathways for the recognition of women's rights during matrescence.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-ebe919a7c7e8b3189493c83f","conditions":null,"description":"The project will develop new legal concepts and language such as inter-dependency rights, right to time, and respectful corporal rights.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a14","role":"output","support_eligible":true}],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"f2e66eb8b9c396bd3b2631a32c4b66b8c5620bbbace4fb95420123187febecce","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"5.4","name":"Recognize and value unpaid care and domestic work through the provision of public services, infrastructure and social protection policies and the promotion of shared responsibility within the household and the family as nationally appropriate","uri":"http://data.europa.eu/sdg/5.4","state":"no_mapping","strength":"partial","assertionId":"mapping:a8f976461654b7c02020c4eb84e97d7a73e7207a9a3ff08e7667f2db1996b4d4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.\n\nUsing legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.\n\nThrough qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.\n\nBased on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.\n\nUsing a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.\n\nThis includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","reason":"purpose: The project focuses on maternal rights and legal frameworks, not the recognition or valuation of unpaid care or domestic work through public services or shared responsibility.\nscope: The project addresses maternal rights and legal concepts, but does not explicitly include unpaid care or domestic work within its defined scope or objectives.","checks":[{"evidence_ids":["s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on maternal rights and legal frameworks, not the recognition or valuation of unpaid care or domestic work through public services or shared responsibility.","status":"not_met"},{"evidence_ids":["s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project addresses maternal rights and legal concepts, but does not explicitly include unpaid care or domestic work within its defined scope or objectives.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1196,"kind":"text","quote":"Using legal comparative methods and socio-legal methods, MaMas maps and analyzes health, labor, and welfare laws at national, regional and international levels to uncover which rights women have during this transition.","start":978,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1315,"kind":"text","quote":"Through qualitative methods, it investigates women’s experiences of matrescence, including their experience of rights.","start":1197,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1648,"kind":"text","quote":"Based on the legal and qualitative analyses, the project identifies gaps in the current legal approach, develops new legal language and concepts to translate women’s experiences into law, and explores risks of essentialization.MaMas breaks new theoretical ground by constructing a legal theory of maternal rights during matrescence.","start":1316,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1782,"kind":"text","quote":"Using a gender embodiment lens, it explores for the first time new pathways for the recognition of women’s rights during matrescence.","start":1649,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"},{"end":1992,"kind":"text","quote":"This includes the development of new legal concepts and language, such as inter-dependency rights, right to time, respectful corporal rights, and the interrogation of the legal status of unpaid childcare work.","start":1783,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"a8f976461654b7c02020c4eb84e97d7a73e7207a9a3ff08e7667f2db1996b4d4","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80c2742aefe21f4b6e3144ab891b0f9eb8158b2cf7c74592ee1cca38c0473b36","recordedAt":"2026-09-27T17:54:54.375850+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7","a10","a11","a12","a13","a14"],"pathway":null,"selected_units":[],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"b0bd35eed0d1fc211db3624153acb82a965181c764925ab35bb197e02ece30a5","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:cd346dd1cd87160ec250c6a73da06326708159227eb29c24db45c976692a2523","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","reason":"purpose: The project aims to develop a legal framework for maternal rights, not to pursue economic growth, employment, or decent work.\nscope: The project focuses on maternal rights during pregnancy and birth, which does not identify relevant economy, workers, or employment conditions.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a legal framework for maternal rights, not to pursue economic growth, employment, or decent work.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The project focuses on maternal rights during pregnancy and birth, which does not identify relevant economy, workers, or employment conditions.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":977,"kind":"text","quote":"The overall aim of MaMas is to develop a first legal framework of maternal rights during matrescence, anchored in women’s embodied experiences of matrescence, and to re-imagine rights from their vantage point.","start":768,"text_hash":"354848ef67bd9b7ad2f4624ed80b6779049ee4054cabf99cf2e2090a823c4c54"}],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","originalAssertionId":"cd346dd1cd87160ec250c6a73da06326708159227eb29c24db45c976692a2523","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80011fb29e013e53d2720bd6b49a429bc81c53b77c1ad4757f08469c76105d6e","recordedAt":"2026-09-27T01:04:03.289022+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"17a9636649b8305fbb8fd6551e2d8834b2d99a865b92b890c9dead3161398f0f","sheet_sha256":"c6efe0ac4220e1ea953efcd27880867221af6c800636dfe01eef9d9a2d09b6b7","sheet_version":"mesh-activity-sheet-v3","source_version":"df8da13a9e7f9eeeb9ceaaacf2010903386d574e676deca345152da5650a0735","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.9","uri":"http://data.europa.eu/sdg/16.9","name":"By 2030, provide legal identity for all, including birth registration","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5.6","uri":"http://data.europa.eu/sdg/5.6","name":"Ensure universal access to sexual and reproductive health and reproductive rights as agreed in accordance with the Programme of Action of the International Conference on Population and Development and the Beijing Platform for Action and the outcome documents of their review conferences","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5.a","uri":"http://data.europa.eu/sdg/5.a","name":"Undertake reforms to give women equal rights to economic resources, as well as access to ownership and control over land and other forms of property, financial services, inheritance and natural resources, in accordance with national laws","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5.b","uri":"http://data.europa.eu/sdg/5.b","name":"Enhance the use of enabling technology, in particular information and communications technology, to promote the empowerment of women","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5.c","uri":"http://data.europa.eu/sdg/5.c","name":"Adopt and strengthen sound policies and enforceable legislation for the promotion of gender equality and the empowerment of all women and girls at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.7","uri":"http://data.europa.eu/sdg/8.7","name":"Take immediate and effective measures to eradicate forced labour, end modern slavery and human trafficking and secure the prohibition and elimination of the worst forms of child labour, including recruitment and use of child soldiers, and by 2025 end child labour in all its forms ","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.8","uri":"http://data.europa.eu/sdg/8.8","name":"Protect labour rights and promote safe and secure working environments for all workers, including migrant workers, in particular women migrants, and those in precarious employment","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"49f01074d0007e5424c3b86e14d62a6f76c63b9c19383f91812a0bb17779f0b3","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MaMas","title":"Mapping and Conceptualizing a Legal Framework for Maternal Rights during Pregnancy, Birth, and Early Motherhood (MaMas)","status":"SIGNED","startDate":"2026-01-01","endDate":"2030-12-31","ecSignatureDate":"2025-10-10","totalCost":1499955.0,"ecMaxContribution":1499955.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2025-STG","subCall":"ERC-2025-STG","grantDoi":"10.3030/101220297","keywords":["Rights; Pregnancy; Birth; Postpartum; Motherhood; Health law; Labor Law","Welfare Law;  Feminist legal theory; Gender embodiment"],"contentUpdateDate":"2025-11-26 11:14:33","topics":[{"code":"ERC-2025-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/21/39/697/1461","path":"medical and health sciences/clinical medicine/obstetrics/postnatal care","title":"postnatal care"},{"code":"/29/89","path":"social sciences/law","title":"law"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"ROSKILDE UNIVERSITET","shortName":"RUC","role":"coordinator","country":"DK","city":"Roskilde","activityType":"HES","sme":false,"ecContribution":1499955.0,"totalCost":1499955.0,"geolocation":[55.65168754,12.136665467],"order":1}],"topicDetails":[{"identifier":"ERC-2025-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2025-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2024-07-10","deadlineDates":["2024-10-15"],"budget":{"budgetByYear":{"2025":"751100000"},"expectedGrants":483,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their research proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2025. Cut-off dates: Successful defence of PhD between 1 January 2018 and 31 December 2022 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2025-STG"}]}}
{"id":"101105772","acronym":"MICRO-INSERT","name":"Microbially Induced Mineralisation of Wood for Improved Fire Resistance","offer":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future. However, its combustibility is a major limitation. The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance. Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure. Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life. In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation). However, the potential for using fungi has received relatively little attention compared to bacteria. The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials. Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance. The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment. The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects. The ER will gain research and scientific skills and acquire a new set of competencies to reach professional maturity and independence after the fellowship.","objective":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future. However, its combustibility is a major limitation. The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance. Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure. Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life. In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation). However, the potential for using fungi has received relatively little attention compared to bacteria. The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials. Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance. The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment. The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects. The ER will gain research and scientific skills and acquire a new set of competencies to reach professional maturity and independence after the fellowship.","sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalSourceVersion":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","textHash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b","sourceUrl":"https://cordis.europa.eu/project/id/101105772","country":"SI","participantCountries":["SI"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-22 12:41:26","locations":[],"goal":4,"goalIds":[4,9,12],"rels":[{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"supported","strength":"strong","assertionId":"mapping:bb6240e9f1104592cb6e7df06e96dbb5af6b48a58d566be123d47b7cd1b92242","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.”","modality":"planned","hypothesis":null,"quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","reason":"purpose: The project explicitly aims to reduce toxicity and negative environmental impact of chemical treatments, aligning with environmentally sound management.\nscope: The project targets the reduction of harmful chemical releases (toxicity, volatility) from fire retardants, addressing the chemical stream and release pathway.","checks":[{"evidence_ids":["s10","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to reduce toxicity and negative environmental impact of chemical treatments, aligning with environmentally sound management.","status":"supported"},{"evidence_ids":["s10","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the reduction of harmful chemical releases (toxicity, volatility) from fire retardants, addressing the chemical stream and release pathway.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"bb6240e9f1104592cb6e7df06e96dbb5af6b48a58d566be123d47b7cd1b92242","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T12:41:23.292905+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-b1233844f0469fb66632d8af","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1634,"evidence_id":"s10","ownership":"current_project","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","quote_sha256":"e5b3dc4fb70bc67b13682410f519994c0e799b2159157ff3e330ffcc760ae18e","role":"output","source_span_id":"f9dbffa14e859b5c402c42414c7cb1f90e7c634f84ea25f837fddbb3218177fa","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1458},"activityBinding":{"activity_ids":["act-b1233844f0469fb66632d8af"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s3","s4"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-b1233844f0469fb66632d8af","conditions":null,"description":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"chemical_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"supported","strength":"strong","assertionId":"mapping:7555536e21ea03ab0caab3f32c8403db51c53ef537781ecda8c1a2f5b1f7f626","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.”","modality":"planned","hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","reason":"purpose: The project explicitly aims to stimulate innovation and knowledge transfer through building a research network, organizing events, and mentoring young researchers, which constitutes a stated educational pathway.\nscope: The activity involves mentoring young researchers and organizing events, identifying a specific learner population (young researchers) and an educational opportunity (knowledge transfer and professional development) within the project scope.","checks":[{"evidence_ids":["s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to stimulate innovation and knowledge transfer through building a research network, organizing events, and mentoring young researchers, which constitutes a stated educational pathway.","status":"supported"},{"evidence_ids":["s11"],"id":"scope","missing_evidence":null,"reason":"The activity involves mentoring young researchers and organizing events, identifying a specific learner population (young researchers) and an educational opportunity (knowledge transfer and professional development) within the project scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"7555536e21ea03ab0caab3f32c8403db51c53ef537781ecda8c1a2f5b1f7f626","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-26T07:41:06.261853+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-d635ede60796f750248e70ef","activity_ref":"a11","claim_unit_candidates":["a11"],"end":1841,"evidence_id":"s11","ownership":"current_project","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","quote_sha256":"c8f07d3a38f461eb53b5ba443bfbfd85b99faff87f6b87e33408baae79a6aaac","role":"dissemination","source_span_id":"a6c51cef07896d89b219eefcd165f579f629d9659ea676c4bfa048da8183fa84","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1635},"activityBinding":{"activity_ids":["act-d635ede60796f750248e70ef"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-d635ede60796f750248e70ef","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, and mentoring young researchers.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"239daeeeebe7635fed4af3add53ddc9f0671f5ac66fb4b6c1d3a2b17f3431751","sheet_sha256":"918a851023134c5ebca414917f9186610010a881159f072dff4fab1fe1799852","sheet_version":"mesh-activity-sheet-v2","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:19c8b44ea1ec3f648bf4f88d089961879515bde70aa8e0c943d7ee45cdca3113","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.”","modality":"planned","hypothesis":null,"quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nThe MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nWood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.","reason":"purpose: Project develops a novel bioinspired mineralisation process and technology for biobased building materials, increasing research capacity in sustainable industrialization.\nscope: Project addresses the development of resilient infrastructure through bioinspired mineralisation of wood for fire resistance and sustainable materials design.","checks":[{"evidence_ids":["s8","s9","s10","s11","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"Project develops a novel bioinspired mineralisation process and technology for biobased building materials, increasing research capacity in sustainable industrialization.","status":"supported"},{"evidence_ids":["s8","s9","s10","s11","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Project addresses the development of resilient infrastructure through bioinspired mineralisation of wood for fire resistance and sustainable materials design.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"19c8b44ea1ec3f648bf4f88d089961879515bde70aa8e0c943d7ee45cdca3113","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T09:49:56.990737+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-b5bb5ec42e361de892c93fac","activity_ref":"a8","claim_unit_candidates":["a8"],"end":1247,"evidence_id":"s8","ownership":"current_project","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","quote_sha256":"a1a828012e486d95d6a30bb54bf4de5a273c3376786ccbeafd9e21713beacd7e","role":"activity","source_span_id":"c6a95b9bef83b6ba854c5090be3a5dc7ea15f31d680d2b8b0cf5d54416439358","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1070},"activityBinding":{"activity_ids":["act-b5bb5ec42e361de892c93fac","act-ccef71e994b5615e8d732341","act-b1233844f0469fb66632d8af","act-bac177df104dbe1a87c2f35f"],"activity_refs":["a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a8","a9","a10","a11"],"scope":["a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11"],"pathway":"a8 -> a9 -> a10","selected_units":[{"activity_id":"act-b5bb5ec42e361de892c93fac","conditions":null,"description":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-ccef71e994b5615e8d732341","conditions":null,"description":"The project will mineralise wood as a porous scaffold to create hierarchically structured organic-inorganic hybrid materials with improved fire resistance.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-b1233844f0469fb66632d8af","conditions":null,"description":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-bac177df104dbe1a87c2f35f","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, mentoring young researchers, and managing projects.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:52c18c05cadad1e47c9d7ef4177788d22cf5fb43e354399b021e59c1fd951afe","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.”","modality":"planned","hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","reason":"purpose: The project explicitly increases research capacity by building a research network and mentoring young researchers, adding R&D staff for the sector.\nscope: The activity concerns scientific research and innovation, satisfying the scope criteria for SDG 9.5.","checks":[{"evidence_ids":["s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly increases research capacity by building a research network and mentoring young researchers, adding R&D staff for the sector.","status":"supported"},{"evidence_ids":["s11"],"id":"scope","missing_evidence":null,"reason":"The activity concerns scientific research and innovation, satisfying the scope criteria for SDG 9.5.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"52c18c05cadad1e47c9d7ef4177788d22cf5fb43e354399b021e59c1fd951afe","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T09:49:56.994112+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-bac177df104dbe1a87c2f35f","activity_ref":"a11","claim_unit_candidates":["a11"],"end":1841,"evidence_id":"s11","ownership":"current_project","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","quote_sha256":"c8f07d3a38f461eb53b5ba443bfbfd85b99faff87f6b87e33408baae79a6aaac","role":"dissemination","source_span_id":"a6c51cef07896d89b219eefcd165f579f629d9659ea676c4bfa048da8183fa84","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1635},"activityBinding":{"activity_ids":["act-bac177df104dbe1a87c2f35f"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-bac177df104dbe1a87c2f35f","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, mentoring young researchers, and managing projects.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:4d85f99e55035fa75a524bf746878d77e99c349617e1619de717fb357c070624","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nWood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","reason":"purpose: The project explicitly investigates a pathway toward sustainable consumption by developing a bioinspired treatment for wood that reduces toxicity and environmental impact.\nscope: Code: purpose and scope rest on different activities and no pathway links them. The affected product lifecycle (wood as a construction material) is identifiable, and the intervention targets the material itself without geographic restriction.","checks":[{"evidence_ids":["s10","s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly investigates a pathway toward sustainable consumption by developing a bioinspired treatment for wood that reduces toxicity and environmental impact.","status":"supported"},{"evidence_ids":["s9","s1","s2","s3","s4","s5","s6","s7","s8","s10"],"id":"scope","missing_evidence":"Code: purpose and scope rest on different activities and no pathway links them. The affected product lifecycle (wood as a construction material) is identifiable, and the intervention targets the material itself without geographic restriction.","reason":"Code: purpose and scope rest on different activities and no pathway links them. The affected product lifecycle (wood as a construction material) is identifiable, and the intervention targets the material itself without geographic restriction.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"Code: purpose and scope rest on different activities and no pathway links them. The affected product lifecycle (wood as a construction material) is identifiable, and the intervention targets the material itself without geographic restriction."}],"evidence":[{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"4d85f99e55035fa75a524bf746878d77e99c349617e1619de717fb357c070624","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-27T20:24:30.748477+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ccef71e994b5615e8d732341","act-b1233844f0469fb66632d8af"],"activity_refs":["a9","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10"]}},"check_units":{"purpose":["a10"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-ccef71e994b5615e8d732341","conditions":null,"description":"The project will mineralise wood as a porous scaffold to create hierarchically structured organic-inorganic hybrid materials with improved fire resistance.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-b1233844f0469fb66632d8af","conditions":null,"description":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["scope_unknown_different_activities_without_pathway","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:a2339146ea38d7c1b1473a29d5d7b6bfb0ce9043912be107522c9da16e6182a1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project focuses on improving fire resistance of wood via mineralisation, not on making cities or human settlements inclusive, safe, resilient, or sustainable.\nscope: The intervention targets wood as a construction material, not a city, settlement, or urban-system setting as required by the SDG 11 scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on improving fire resistance of wood via mineralisation, not on making cities or human settlements inclusive, safe, resilient, or sustainable.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The intervention targets wood as a construction material, not a city, settlement, or urban-system setting as required by the SDG 11 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"a2339146ea38d7c1b1473a29d5d7b6bfb0ce9043912be107522c9da16e6182a1","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-26T06:46:36.585124+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10"],"pathway":"a8 -> a9 -> a10","selected_units":[],"sheet_cache_key":"239daeeeebe7635fed4af3add53ddc9f0671f5ac66fb4b6c1d3a2b17f3431751","sheet_sha256":"918a851023134c5ebca414917f9186610010a881159f072dff4fab1fe1799852","sheet_version":"mesh-activity-sheet-v2","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"no_mapping","strength":"partial","assertionId":"mapping:d6dd25dd816ea0929212f831beaf27b42b459d0d431a1b4682834d84307e0f0f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nWood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","reason":"purpose: The project aims to reduce toxicity and improve fire resistance, not to prevent waste, enable recycling, or facilitate reuse. The proposed mechanism does not address the specific condition of waste reduction.\nscope: The project targets wood as a renewable construction material to be used, not as a waste stream or discarded material. The activity involves treating existing material for new properties, not managing waste.","checks":[{"evidence_ids":["s10"],"id":"purpose","missing_evidence":null,"reason":"The project aims to reduce toxicity and improve fire resistance, not to prevent waste, enable recycling, or facilitate reuse. The proposed mechanism does not address the specific condition of waste reduction.","status":"not_met"},{"evidence_ids":["s1","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets wood as a renewable construction material to be used, not as a waste stream or discarded material. The activity involves treating existing material for new properties, not managing waste.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"d6dd25dd816ea0929212f831beaf27b42b459d0d431a1b4682834d84307e0f0f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b753377d6c455a9b01a509559597fa082e9cfb776b7ea3d97a4728b43d993e0b","recordedAt":"2026-09-26T15:16:27.191042+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:ede64ca96021e75d2597a7c19b7875a63e971c48ea15c56c98f9b821273e8fa0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project aims to improve fire resistance of wood via mineralisation, not to protect, restore, or sustainably manage terrestrial ecosystems or combat desertification/biodiversity loss.\nscope: The subject is wood (a construction material), not terrestrial ecosystems, forests, land, or relevant biodiversity. The activity does not address the required scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve fire resistance of wood via mineralisation, not to protect, restore, or sustainably manage terrestrial ecosystems or combat desertification/biodiversity loss.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The subject is wood (a construction material), not terrestrial ecosystems, forests, land, or relevant biodiversity. The activity does not address the required scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"ede64ca96021e75d2597a7c19b7875a63e971c48ea15c56c98f9b821273e8fa0","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-26T07:39:32.843005+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9"],"pathway":"a8 -> a9","selected_units":[],"sheet_cache_key":"239daeeeebe7635fed4af3add53ddc9f0671f5ac66fb4b6c1d3a2b17f3431751","sheet_sha256":"918a851023134c5ebca414917f9186610010a881159f072dff4fab1fe1799852","sheet_version":"mesh-activity-sheet-v2","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:0480b95e44cdaa0b3deab28db97dc6aa5c4fdc158f4eda08ef43ce69e9bf47c3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","reason":"purpose: The project builds a research network for innovation and knowledge transfer, but this is for the project's own research, not a stated deliverable with a sustainable-development purpose beyond the research itself.\nscope: The described knowledge transfer and network building lack a defined implementation mechanism or specific sustainable-development activity/beneficiaries (e.g., developing countries) required by the goal.","checks":[{"evidence_ids":["s11"],"id":"purpose","missing_evidence":null,"reason":"The project builds a research network for innovation and knowledge transfer, but this is for the project's own research, not a stated deliverable with a sustainable-development purpose beyond the research itself.","status":"not_met"},{"evidence_ids":["s11"],"id":"scope","missing_evidence":null,"reason":"The described knowledge transfer and network building lack a defined implementation mechanism or specific sustainable-development activity/beneficiaries (e.g., developing countries) required by the goal.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"0480b95e44cdaa0b3deab28db97dc6aa5c4fdc158f4eda08ef43ce69e9bf47c3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T09:48:47.618195+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.17","name":"Encourage and promote effective public, public-private and civil society partnerships, building on the experience and resourcing strategies of partnerships","uri":"http://data.europa.eu/sdg/17.17","state":"no_mapping","strength":"partial","assertionId":"mapping:a6022eab0eab791037e57ce9c51ce9f580a4b0bc3f28ec49f61cad41a7558d10","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project aims to develop a mineralisation process for fire resistance, not to build or strengthen an effective public partnership as a stated deliverable.\nscope: The described activities involve building a research network and knowledge transfer, which are not sufficient to evidence a public or civil-society partnership role.","checks":[{"evidence_ids":["s11","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a mineralisation process for fire resistance, not to build or strengthen an effective public partnership as a stated deliverable.","status":"not_met"},{"evidence_ids":["s11"],"id":"scope","missing_evidence":null,"reason":"The described activities involve building a research network and knowledge transfer, which are not sufficient to evidence a public or civil-society partnership role.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"a6022eab0eab791037e57ce9c51ce9f580a4b0bc3f28ec49f61cad41a7558d10","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ea0427b970e5bc18ebc62e414341af27e74c7a4f6efcd62b17306cca4ac2f4d2","recordedAt":"2026-09-28T09:48:47.619734+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-bac177df104dbe1a87c2f35f"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s8","s9","s10"]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-bac177df104dbe1a87c2f35f","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, mentoring young researchers, and managing projects.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:7299038b36adb068ac9c1ed69249a902a44553168ad0b03b9a3c5b6a5e6241fa","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nWood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project explicitly plans to stimulate innovation and knowledge transfer by building a research network, organizing events, and mentoring researchers, satisfying the cooperation mechanism condition.\nscope: While knowledge transfer is planned, the evidence does not identify specific cooperating communities, institutions, or countries, nor does it describe a relevant regional or international cooperation pathway.","checks":[{"evidence_ids":["s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to stimulate innovation and knowledge transfer by building a research network, organizing events, and mentoring researchers, satisfying the cooperation mechanism condition.","status":"supported"},{"evidence_ids":["s11","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"While knowledge transfer is planned, the evidence does not identify specific cooperating communities, institutions, or countries, nor does it describe a relevant regional or international cooperation pathway.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"7299038b36adb068ac9c1ed69249a902a44553168ad0b03b9a3c5b6a5e6241fa","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T02:15:50.207963+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-d635ede60796f750248e70ef"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-d635ede60796f750248e70ef","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, and mentoring young researchers.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"239daeeeebe7635fed4af3add53ddc9f0671f5ac66fb4b6c1d3a2b17f3431751","sheet_sha256":"918a851023134c5ebca414917f9186610010a881159f072dff4fab1fe1799852","sheet_version":"mesh-activity-sheet-v2","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:4082bc2c0eb846e8cd998240fd0b303f207ddee32a28a591b04464172fa3f4b3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project explicitly aims to stimulate innovation and knowledge transfer by building a research network and mentoring researchers, advancing STI capacity.\nscope: The activity involves general research networking and mentoring, not a concrete capability pathway for least-developed-country beneficiaries or specific enabling technology use.","checks":[{"evidence_ids":["s11","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to stimulate innovation and knowledge transfer by building a research network and mentoring researchers, advancing STI capacity.","status":"supported"},{"evidence_ids":["s11","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity involves general research networking and mentoring, not a concrete capability pathway for least-developed-country beneficiaries or specific enabling technology use.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"4082bc2c0eb846e8cd998240fd0b303f207ddee32a28a591b04464172fa3f4b3","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-26T07:41:06.260290+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-d635ede60796f750248e70ef"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s8","s9","s10"]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s8","s9","s10"]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-d635ede60796f750248e70ef","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, and mentoring young researchers.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"239daeeeebe7635fed4af3add53ddc9f0671f5ac66fb4b6c1d3a2b17f3431751","sheet_sha256":"918a851023134c5ebca414917f9186610010a881159f072dff4fab1fe1799852","sheet_version":"mesh-activity-sheet-v2","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:cd93741619fe975aadf4b455b7091e4e0a48bbd422d51c8d7af807cf8adb1912","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nWood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.","reason":"purpose: The project aims to improve fire resistance of wood, not human health. No stated health mechanism or application is present.\nscope: Human well-being is not an explicit intended outcome; the focus is on material properties for construction, not a specific population.","checks":[{"evidence_ids":["s8","s9","s10","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve fire resistance of wood, not human health. No stated health mechanism or application is present.","status":"not_met"},{"evidence_ids":["s8","s9","s10","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Human well-being is not an explicit intended outcome; the focus is on material properties for construction, not a specific population.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"cd93741619fe975aadf4b455b7091e4e0a48bbd422d51c8d7af807cf8adb1912","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T13:34:05.956758+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":["act-b5bb5ec42e361de892c93fac","act-ccef71e994b5615e8d732341","act-408283c0c81141f836441cbf"],"activity_refs":["a8","a9","a10"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s8","s9","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8","s9","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a8","a9","a10"],"scope":["a8","a9","a10"]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10"],"pathway":"a8 -> a9 -> a10","selected_units":[{"activity_id":"act-b5bb5ec42e361de892c93fac","conditions":null,"description":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-ccef71e994b5615e8d732341","conditions":null,"description":"The project will mineralise wood as a porous scaffold to create hierarchically structured organic-inorganic hybrid materials with improved fire resistance.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-408283c0c81141f836441cbf","conditions":null,"description":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering environmental impact.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"deda7aebd163dc8a4e319cb76e231e63f3aad6d3aa30446ce7a37afba0962fc0","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:9f8a57755a67024b6dd06f1780288ba20a3e41e7e398a57d13a39b2965832860","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project addresses fire resistance in wood, not non-communicable diseases or mental health. The selected work does not meet the specific condition.\nscope: The scope concerns wood fire resistance, not human non-communicable diseases or mental health. The selected work does not meet the specific condition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project addresses fire resistance in wood, not non-communicable diseases or mental health. The selected work does not meet the specific condition.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The scope concerns wood fire resistance, not human non-communicable diseases or mental health. The selected work does not meet the specific condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"9f8a57755a67024b6dd06f1780288ba20a3e41e7e398a57d13a39b2965832860","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-28T16:10:28.618136+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10"],"pathway":"a8 -> a9 -> a10","selected_units":[],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:67ca0fa47f6cefef0fcf67219bf7432cdeb59bab754680e227f21fc4e3a645cf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project targets fire resistance via mineralisation, not reducing illness/death from hazardous chemicals or pollution. The stated purpose is material safety, not human health protection from toxins.\nscope: The project addresses wood combustibility and material toxicity, not human exposure to air, water, or soil pollution. No link is made between the intervention and human health outcomes.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project targets fire resistance via mineralisation, not reducing illness/death from hazardous chemicals or pollution. The stated purpose is material safety, not human health protection from toxins.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project addresses wood combustibility and material toxicity, not human exposure to air, water, or soil pollution. No link is made between the intervention and human health outcomes.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"67ca0fa47f6cefef0fcf67219bf7432cdeb59bab754680e227f21fc4e3a645cf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T16:10:28.619503+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"5","name":"Achieve gender equality and empower all women and girls","uri":"http://data.europa.eu/sdg/5","state":"no_mapping","strength":"partial","assertionId":"mapping:a8db7d950d3639464538fc2684dcaf6ab12021cec1887a859080bdba0f72296d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.\n\nHowever, its combustibility is a major limitation.\n\nThe drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.\n\nMineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.\n\nBiologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.\n\nIn recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).\n\nHowever, the potential for using fungi has received relatively little attention compared to bacteria.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.\n\nThe MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nThe ER will gain research and scientific skills and acquire a new set of competencies to reach professional maturity and independence after the fellowship.","reason":"purpose: The project addresses fire resistance and material sustainability, not gender inequality or women's empowerment.\nscope: The project does not concern gender equality or the empowerment of women or girls.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"],"id":"purpose","missing_evidence":null,"reason":"The project addresses fire resistance and material sustainability, not gender inequality or women's empowerment.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"],"id":"scope","missing_evidence":null,"reason":"The project does not concern gender equality or the empowerment of women or girls.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":122,"kind":"text","quote":"Wood is the only renewable construction material and holds great promise for sustainable built environments of the future.","start":0,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":173,"kind":"text","quote":"However, its combustibility is a major limitation.","start":123,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":362,"kind":"text","quote":"The drawback of using traditional fire and flame retardants is the toxicity and volatility of some of their components and the loss of chemicals by leaching, leading to poorer performance.","start":174,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":601,"kind":"text","quote":"Mineralisation of wood offers a green alternative, but current strategies often require a costly technical setup for supercritical gases or the use of harmful chemicals to achieve the deposition of minerals deep inside the wood structure.","start":363,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":699,"kind":"text","quote":"Biologically induced mineralisation is a widespread phenomenon occurring in all kingdoms of life.","start":602,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":967,"kind":"text","quote":"In recent years, microbially induced calcium carbonate (CaCO3) precipitation has been proposed as a potential solution to address many environmental and engineering issues related to the enhancement of inorganic materials (protection of concrete, soil consolidation).","start":700,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1069,"kind":"text","quote":"However, the potential for using fungi has received relatively little attention compared to bacteria.","start":968,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1997,"kind":"text","quote":"The ER will gain research and scientific skills and acquire a new set of competencies to reach professional maturity and independence after the fellowship.","start":1842,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"a8db7d950d3639464538fc2684dcaf6ab12021cec1887a859080bdba0f72296d","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01fa39db53aa0491de0fc8c05d1cf353cf509e8d252238d6babc6177eccec90b","recordedAt":"2026-09-27T13:34:05.958020+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":"a8 -> a9 -> a10 -> a11 -> a12","selected_units":[],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"deda7aebd163dc8a4e319cb76e231e63f3aad6d3aa30446ce7a37afba0962fc0","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"no_mapping","strength":"partial","assertionId":"mapping:0982ca6e2616afb94559343e6b0b8535371eb7bcdd19eb1e0d4566dd83b60d38","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.\n\nThe MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.\n\nWood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.\n\nThe proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","reason":"purpose: The project focuses on developing a novel bioinspired mineralisation process and materials, not on employment or enterprise development.\nscope: The activity involves research and knowledge transfer, which does not constitute an intervention on the economy or workers.","checks":[{"evidence_ids":["s11","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing a novel bioinspired mineralisation process and materials, not on employment or enterprise development.","status":"not_met"},{"evidence_ids":["s11","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity involves research and knowledge transfer, which does not constitute an intervention on the economy or workers.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1841,"kind":"text","quote":"The MICRO-INSERT project will stimulate innovation and knowledge transfer between the host and ER by building a solid research network, organising events, mentoring young researchers, and managing projects.","start":1635,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1247,"kind":"text","quote":"The MICRO-INSERT project will investigate the feasibility of using fungi as CaCO3 carriers to develop a novel bioinspired mineralisation process for biobased building materials.","start":1070,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1457,"kind":"text","quote":"Wood as a highly porous, three-dimensional organic scaffold will be mineralised to create hierarchically structured organic-inorganic hybrid materials with novel properties, including improved fire resistance.","start":1248,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"},{"end":1634,"kind":"text","quote":"The proposed bioinspired treatment incorporates ideas for sustainable materials design, circularity, reduction of toxicity, and lowering the negative impact on the environment.","start":1458,"text_hash":"d3052f126287dede3b4a67735938f7c784a7391f819019f52b3d14f4ca92d83b"}],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","originalAssertionId":"0982ca6e2616afb94559343e6b0b8535371eb7bcdd19eb1e0d4566dd83b60d38","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T09:48:47.620925+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-bac177df104dbe1a87c2f35f"],"activity_refs":["a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s8","s9","s10"]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s8","s9","s10"]}},"check_units":{"purpose":["a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-bac177df104dbe1a87c2f35f","conditions":null,"description":"The MICRO-INSERT project will stimulate innovation and knowledge transfer by building a research network, organising events, mentoring young researchers, and managing projects.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7f123d8a95fc6e9899c28947f3fb6bf66fb638f4beb102fa3d51f256c4c747e4","sheet_sha256":"cc743fc5f5f574e0e01d3eea2f55d037e6e5d8e4acc24f1163fa7979b1995b18","sheet_version":"mesh-activity-sheet-v3","source_version":"8f0b5ecade12ba9ca131685760e5c0db3033fd7e475b3e2962235cddc294c619","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11.c","uri":"http://data.europa.eu/sdg/11.c","name":"Support least developed countries, including through financial and technical assistance, in building sustainable and resilient buildings utilizing local materials","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.4","uri":"http://data.europa.eu/sdg/15.4","name":"By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.b","uri":"http://data.europa.eu/sdg/4.b","name":"By 2020, substantially expand globally the number of scholarships available to developing countries, in particular least developed countries, small island developing States and African countries, for enrolment in higher education, including vocational training and information and communications technology, technical, engineering and scientific programmes, in developed countries and other developing countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4a59b5d09e561754ff48da2e4f7afb26422bbfa585ce9356842aac988d95421f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MICRO-INSERT","title":"Microbially Induced Mineralisation of Wood for Improved Fire Resistance","status":"SIGNED","startDate":"2024-09-01","endDate":"2027-01-31","ecSignatureDate":"2023-08-23","totalCost":0.0,"ecMaxContribution":171399.36,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2022-PF-01","subCall":"HORIZON-MSCA-2022-PF-01","grantDoi":"10.3030/101105772","keywords":[],"contentUpdateDate":"2026-06-22 12:41:26","topics":[{"code":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/23/49/341/1035","path":"natural sciences/biological sciences/microbiology/bacteriology","title":"bacteriology"},{"code":"/23/53/365/1111","path":"natural sciences/chemical sciences/inorganic chemistry/inorganic compounds","title":"inorganic compounds"},{"code":"/23/53/365/88826151","path":"natural sciences/chemical sciences/inorganic chemistry/alkaline earth metals","title":"alkaline earth metals"},{"code":"/23/49/341/1031","path":"natural sciences/biological sciences/microbiology/mycology","title":"mycology"},{"code":"/27/81/495","path":"agricultural sciences/agriculture, forestry, and fisheries/forestry","title":"forestry"}],"policyPriorities":{"digitalAgenda":100.0,"cleanAir":40.0,"ai":100.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"UNIVERZA NA PRIMORSKEM UNIVERSITA DEL LITORALE","shortName":"UP","role":"coordinator","country":"SI","city":"Koper","activityType":"HES","sme":false,"ecContribution":171399.36,"totalCost":0.0,"geolocation":[45.54815775,13.7295507910301],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022","callIdentifier":"HORIZON-MSCA-2022-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2022","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2022-05-11","deadlineDates":["2022-09-13"],"budget":null,"keywords":[],"description":"Expected Outcome:\nProject results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through interdisciplinary, inter-sectoral and international experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers, undertaking international mobility either to or between EU Member States or Horizon Europe Associated Countries, as well as to non-associated Third Countries. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers seeking a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. It must be substantiated by a letter of commitment from the European non-academic organisation where the placement takes place[5]. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (missing letter of commitment or taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills[6], foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science) and promote Open Science practices (open access to publications and to research data, FAIR data management, etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, plannin","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2022-PF-01-01"}]}}
{"id":"739582","acronym":"PlantaSYST","name":"Establishment of a Center of Plant Systems Biology and Biotechnology for the translation of fundamental research into sustainable bio-based technologies in Bulgaria","offer":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria. The CPSBB registered as an autonomous legal research entity during TEAMING Phase 1 and is firmly supported by the Bulgarian and German PlantaSYST partners, the Governments of Bulgaria and Germany, and the Plovdiv Municipality. CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe. This will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology. Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications. Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology. CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology. Thus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation. The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users. Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","objective":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria. The CPSBB registered as an autonomous legal research entity during TEAMING Phase 1 and is firmly supported by the Bulgarian and German PlantaSYST partners, the Governments of Bulgaria and Germany, and the Plovdiv Municipality. CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe. This will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology. Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications. Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology. CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology. Thus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation. The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users. Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalSourceVersion":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","textHash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629","sourceUrl":"https://cordis.europa.eu/project/id/739582","country":"BG","participantCountries":["BG","DE"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2026-01-13 13:28:53","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"4.4","name":"By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship","uri":"http://data.europa.eu/sdg/4.4","state":"supported","strength":"strong","assertionId":"mapping:d831a2a62135f47b440d4fb44cc385028a1e2212bbeaca6defad53980183ac41","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.”","modality":"planned","hypothesis":null,"quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","reason":"purpose: The project explicitly plans to take a leading role in training next-generation researchers in crop systems biology and biotechnology, satisfying the training provision condition.\nscope: The training targets next-generation researchers in crop systems biology and biotechnology, providing technical and research-career skills relevant to employment and entrepreneurship.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to take a leading role in training next-generation researchers in crop systems biology and biotechnology, satisfying the training provision condition.","status":"supported"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The training targets next-generation researchers in crop systems biology and biotechnology, providing technical and research-career skills relevant to employment and entrepreneurship.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"d831a2a62135f47b440d4fb44cc385028a1e2212bbeaca6defad53980183ac41","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ec195f61027380c473c760ce5451e4504ad22e2c509b360ca7900df891912911","recordedAt":"2026-09-28T22:25:27.191011+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-543e95fba9c293a9b220c6f8","activity_ref":"a8","claim_unit_candidates":["a8"],"end":1376,"evidence_id":"s7","ownership":"current_project","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","quote_sha256":"0faf34664995a64ea8f83ac215d350f0cfd4677ef2183baf7be093aedd398633","role":"dissemination","source_span_id":"089d3e4b3ce5337a12dcd287dd69e6d2dcbdbfac36ab2ee526ec70697e31aa2c","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1188},"activityBinding":{"activity_ids":["act-543e95fba9c293a9b220c6f8"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-543e95fba9c293a9b220c6f8","conditions":null,"description":"The CPSBB will provide missing links between academia and industry and take a leading role in training next-generation researchers.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"4.7","name":"By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development","uri":"http://data.europa.eu/sdg/4.7","state":"supported","strength":"strong","assertionId":"mapping:a84eb801c0d932dd44c01d369ce5b386900eedbb548a7c5d759a5a618a934413","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.”","modality":"planned","hypothesis":null,"quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","reason":"purpose: The project explicitly equips learners with knowledge and skills through a stated educational activity (training next-generation researchers in crop systems biology and biotechnology) directed to that learning outcome.\nscope: The intended learning expressly concerns sustainable development components, specifically crop systems biology and biotechnology, which contribute to sustainable development through food security and sustainable agriculture.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly equips learners with knowledge and skills through a stated educational activity (training next-generation researchers in crop systems biology and biotechnology) directed to that learning outcome.","status":"supported"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The intended learning expressly concerns sustainable development components, specifically crop systems biology and biotechnology, which contribute to sustainable development through food security and sustainable agriculture.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"a84eb801c0d932dd44c01d369ce5b386900eedbb548a7c5d759a5a618a934413","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ce95c5595409c37c7c3a3f8b17200dbf7b36641f5c229b1fde425c73695f7c40","recordedAt":"2026-09-28T22:25:27.207337+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-543e95fba9c293a9b220c6f8","activity_ref":"a8","claim_unit_candidates":["a8"],"end":1376,"evidence_id":"s7","ownership":"current_project","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","quote_sha256":"0faf34664995a64ea8f83ac215d350f0cfd4677ef2183baf7be093aedd398633","role":"dissemination","source_span_id":"089d3e4b3ce5337a12dcd287dd69e6d2dcbdbfac36ab2ee526ec70697e31aa2c","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1188},"activityBinding":{"activity_ids":["act-543e95fba9c293a9b220c6f8"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-543e95fba9c293a9b220c6f8","conditions":null,"description":"The CPSBB will provide missing links between academia and industry and take a leading role in training next-generation researchers.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:136cde54d5dd296a220dc36afd886441155548d77ccb450a5166183636c0159b","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.”","modality":"planned","hypothesis":null,"quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.\n\nThe service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.","reason":"purpose: The project explicitly builds a new Center (infrastructure) and establishes a Technology Transfer Office to facilitate technology uptake, satisfying the stated condition.\nscope: The project addresses the infrastructure of a new Center and the innovation system via a Technology Transfer Office, matching the defined scope criteria.","checks":[{"evidence_ids":["s1","s9"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly builds a new Center (infrastructure) and establishes a Technology Transfer Office to facilitate technology uptake, satisfying the stated condition.","status":"supported"},{"evidence_ids":["s1","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses the infrastructure of a new Center and the innovation system via a Technology Transfer Office, matching the defined scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1764,"kind":"text","quote":"The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.","start":1512,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"136cde54d5dd296a220dc36afd886441155548d77ccb450a5166183636c0159b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T13:29:18.455622+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-9f65e6835fff6d7763ca91cb","activity_ref":"a1","claim_unit_candidates":["a1"],"end":117,"evidence_id":"s1","ownership":"current_project","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","quote_sha256":"1dc99063c20df5548ec2a64f417e5b5b5126224da1b18e7fd1f7787b9c7d1db2","role":"activity","source_span_id":"d014bc835d6daf90a7b98474e6f6334f9c0d5aed5c59a17385e6a7f27ac0f1d2","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":0},"activityBinding":{"activity_ids":["act-9f65e6835fff6d7763ca91cb","act-cb76f14f004126448e3e35ff"],"activity_refs":["a1","a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s9"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s1","s9"],"context_evidence_ids":[]}},"check_units":{"purpose":["a1","a10"],"scope":["a1","a10"]},"code_owned_checks":[],"model_selected_units":["a1","a10"],"pathway":"a1 -> a10","selected_units":[{"activity_id":"act-9f65e6835fff6d7763ca91cb","conditions":null,"description":"The project aims to establish a new Center of Plant Systems Biology and Biotechnology in Plovdiv, Bulgaria.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"activity","support_eligible":true},{"activity_id":"act-cb76f14f004126448e3e35ff","conditions":null,"description":"The CPSBB administration will function efficiently following the example of the Max Planck Society, and a Technology Transfer Office will facilitate knowledge flow.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"infrastructure","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:9511358e68eb10cedb702496203196685ebc9570e43e341f8d3b461b88482905","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.”","modality":"planned","hypothesis":null,"quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.\n\nPlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","reason":"purpose: The project explicitly plans to train next-generation researchers in crop systems biology and biotechnology, directly increasing R&D staff for the named sector.\nscope: The training focuses on crop systems biology in Bulgaria, a developing country priority, establishing the scope for SDG 9.5.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to train next-generation researchers in crop systems biology and biotechnology, directly increasing R&D staff for the named sector.","status":"supported"},{"evidence_ids":["s7","s1"],"id":"scope","missing_evidence":null,"reason":"The training focuses on crop systems biology in Bulgaria, a developing country priority, establishing the scope for SDG 9.5.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"9511358e68eb10cedb702496203196685ebc9570e43e341f8d3b461b88482905","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T13:30:16.462097+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-543e95fba9c293a9b220c6f8","activity_ref":"a8","claim_unit_candidates":["a8"],"end":1376,"evidence_id":"s7","ownership":"current_project","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","quote_sha256":"0faf34664995a64ea8f83ac215d350f0cfd4677ef2183baf7be093aedd398633","role":"dissemination","source_span_id":"089d3e4b3ce5337a12dcd287dd69e6d2dcbdbfac36ab2ee526ec70697e31aa2c","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1188},"activityBinding":{"activity_ids":["act-543e95fba9c293a9b220c6f8"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-543e95fba9c293a9b220c6f8","conditions":null,"description":"The CPSBB will provide missing links between academia and industry and take a leading role in training next-generation researchers.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:1f94977b95dde84c19f1a771ad23dd025f89836903c0adeda39582a8abc0fd46","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution to SDG 9.b depends on verifying that Bulgaria is classified as a developing country in the supplied eligibility record, as the project's domestic nature is established but geographic eligibility is not.","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.\n\nCPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.\n\nOverall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","reason":"purpose: The project explicitly aims to establish a domestic Center for Plant Systems Biology in Bulgaria to develop research capacity, train researchers, and stimulate local innovation, directly supporting domestic technology development and innovation.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s1","s6","s7","s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to establish a domestic Center for Plant Systems Biology in Bulgaria to develop research capacity, train researchers, and stimulate local innovation, directly supporting domestic technology development and innovation.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1995,"kind":"text","quote":"Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","start":1765,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"1f94977b95dde84c19f1a771ad23dd025f89836903c0adeda39582a8abc0fd46","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-28T01:52:49.968793+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-9f65e6835fff6d7763ca91cb","act-22174b12cccf51fa43cb27c0","act-543e95fba9c293a9b220c6f8","act-ae2f62c6556cecd713db6007"],"activity_refs":["a1","a7","a8","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s6","s7","s10"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a1","a7","a8","a11"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a1"],"pathway":null,"selected_units":[{"activity_id":"act-9f65e6835fff6d7763ca91cb","conditions":null,"description":"The project aims to establish a new Center of Plant Systems Biology and Biotechnology in Plovdiv, Bulgaria.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"activity","support_eligible":true},{"activity_id":"act-22174b12cccf51fa43cb27c0","conditions":null,"description":"Fundamental science conducted in specific CPSBB departments will feed into applied research of other CPSBB departments.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-543e95fba9c293a9b220c6f8","conditions":null,"description":"The CPSBB will provide missing links between academia and industry and take a leading role in training next-generation researchers.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true},{"activity_id":"act-ae2f62c6556cecd713db6007","conditions":null,"description":"The newly established CPSBB will increase Bulgaria's research and innovation potential, enhance capacity in crop genomics, and stimulate local development.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:f59e0a87973c619f85eda9999726e29652be8f8b0d5661ea8dc5981315b4e0e8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","reason":"purpose: The project aims to establish a center for plant systems biology and biotechnology, not to change consumption or production patterns. The planned activities focus on fundamental research and capacity building, which are prerequisites for future applications but do not constitute a direct contribution to SDG 12.\nscope: The described activities involve fundamental research and technology development. While the outputs may eventually be used in production, the project itself does not address a specific, identifiable consumption or production practice, system, or resource flow as required by the scope criterion.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to establish a center for plant systems biology and biotechnology, not to change consumption or production patterns. The planned activities focus on fundamental research and capacity building, which are prerequisites for future applications but do not constitute a direct contribution to SDG 12.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The described activities involve fundamental research and technology development. While the outputs may eventually be used in production, the project itself does not address a specific, identifiable consumption or production practice, system, or resource flow as required by the scope criterion.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"f59e0a87973c619f85eda9999726e29652be8f8b0d5661ea8dc5981315b4e0e8","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-26T18:40:53.307212+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.6","name":"Encourage companies, especially large and transnational companies, to adopt sustainable practices and to integrate sustainability information into their reporting cycle","uri":"http://data.europa.eu/sdg/12.6","state":"no_mapping","strength":"partial","assertionId":"mapping:5fc4ab40882e1db7efef1c47b82eeaed5c597418cfbd8d286e72e841148d8232","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","reason":"purpose: The project aims to train researchers and facilitate knowledge transfer, not to encourage companies to adopt sustainable practices or integrate sustainability into reporting.\nscope: The intended actors are researchers and industry partners, not companies acting as the primary agents for adopting sustainable practices or reporting.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to train researchers and facilitate knowledge transfer, not to encourage companies to adopt sustainable practices or integrate sustainability into reporting.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The intended actors are researchers and industry partners, not companies acting as the primary agents for adopting sustainable practices or reporting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"5fc4ab40882e1db7efef1c47b82eeaed5c597418cfbd8d286e72e841148d8232","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cfe28b188d3f3a9edf711e49575bf0abe997398bdccfe73fd1e58c9b11adc1ca","recordedAt":"2026-09-28T01:49:01.729104+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:09de9d491ab9444a423cc9efc3114a697d59d9455a2bb440904fac76bfb2d926","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.\n\nCPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.\n\nOverall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","reason":"purpose: The project explicitly aims to establish a Center for Plant Systems Biology and Biotechnology to translate fundamental research into sustainable bio-based technologies, directly strengthening capacity for sustainable production.\nscope: The beneficiaries are institutions in Bulgaria, a developed country, not developing countries as required by the scope condition for SDG 12.a.","checks":[{"evidence_ids":["s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to establish a Center for Plant Systems Biology and Biotechnology to translate fundamental research into sustainable bio-based technologies, directly strengthening capacity for sustainable production.","status":"supported"},{"evidence_ids":["s1","s3","s10"],"id":"scope","missing_evidence":null,"reason":"The beneficiaries are institutions in Bulgaria, a developed country, not developing countries as required by the scope condition for SDG 12.a.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":452,"kind":"text","quote":"CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.","start":345,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1995,"kind":"text","quote":"Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","start":1765,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"09de9d491ab9444a423cc9efc3114a697d59d9455a2bb440904fac76bfb2d926","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-28T01:49:01.733073+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-9f65e6835fff6d7763ca91cb"],"activity_refs":["a1"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s3","s10"]}},"check_units":{"purpose":["a1"],"scope":["a1"]},"code_owned_checks":[],"model_selected_units":["a1"],"pathway":null,"selected_units":[{"activity_id":"act-9f65e6835fff6d7763ca91cb","conditions":null,"description":"The project aims to establish a new Center of Plant Systems Biology and Biotechnology in Plovdiv, Bulgaria.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"activity","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:9897a0885098c4308a9a2617655d4f7ea20a25ecc0092239c79f352e9807083b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.\n\nCPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.\n\nThus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.\n\nThe service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.\n\nOverall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","reason":"purpose: The project focuses on plant systems biology and biotechnology, not on protecting, restoring, or sustainably using terrestrial ecosystems, forests, or combating desertification. No explicit pathway to these SDG 15 objectives is stated.\nscope: The subject of the project is plant systems biology and biotechnology, which does not constitute terrestrial ecosystems, forests, land, or relevant biodiversity as defined for SDG 15 scope.","checks":[{"evidence_ids":["s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on plant systems biology and biotechnology, not on protecting, restoring, or sustainably using terrestrial ecosystems, forests, or combating desertification. No explicit pathway to these SDG 15 objectives is stated.","status":"not_met"},{"evidence_ids":["s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The subject of the project is plant systems biology and biotechnology, which does not constitute terrestrial ecosystems, forests, land, or relevant biodiversity as defined for SDG 15 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1511,"kind":"text","quote":"Thus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.","start":1377,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1764,"kind":"text","quote":"The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.","start":1512,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1995,"kind":"text","quote":"Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","start":1765,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"9897a0885098c4308a9a2617655d4f7ea20a25ecc0092239c79f352e9807083b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-28T01:49:01.734791+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.6","name":"Promote fair and equitable sharing of the benefits arising from the utilization of genetic resources and promote appropriate access to such resources, as internationally agreed","uri":"http://data.europa.eu/sdg/15.6","state":"no_mapping","strength":"partial","assertionId":"mapping:ece899ca082ae2bbfbb1792e7b0c7b6fb59310913fadaf03eca284081c3f73f7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.\n\nCutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.\n\nCPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.\n\nThus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.\n\nThe service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.\n\nOverall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","reason":"purpose: The project focuses on plant systems biology and technology transfer, not on promoting fair and equitable sharing of benefits from genetic-resource use or access in an international context.\nscope: The activity concerns genetic resources but lacks a concrete fairness/access governance pathway; it focuses on research excellence and technology transfer without addressing benefit-sharing mechanisms.","checks":[{"evidence_ids":["s3","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on plant systems biology and technology transfer, not on promoting fair and equitable sharing of benefits from genetic-resource use or access in an international context.","status":"not_met"},{"evidence_ids":["s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The activity concerns genetic resources but lacks a concrete fairness/access governance pathway; it focuses on research excellence and technology transfer without addressing benefit-sharing mechanisms.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":452,"kind":"text","quote":"CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.","start":345,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1511,"kind":"text","quote":"Thus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.","start":1377,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1764,"kind":"text","quote":"The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.","start":1512,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1995,"kind":"text","quote":"Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","start":1765,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"ece899ca082ae2bbfbb1792e7b0c7b6fb59310913fadaf03eca284081c3f73f7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"53ff10ec92e236e19aff708f147d04f0cdccb1dc4f22603dc0e758c63a66e675","recordedAt":"2026-09-28T01:49:01.736942+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:b6130d77252867a2f94976fd62ed8a2acee2f9c0cc3ccaffae91ed03a9f2d4ac","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","reason":"purpose: The project's stated purpose is to establish a research center for plant sciences, not to build a means of implementation for sustainable development outside its own research.\nscope: The activity involves training researchers, which is individual capacity building, not the institutional capacity building required for SDG 17 scope.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project's stated purpose is to establish a research center for plant sciences, not to build a means of implementation for sustainable development outside its own research.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The activity involves training researchers, which is individual capacity building, not the institutional capacity building required for SDG 17 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"b6130d77252867a2f94976fd62ed8a2acee2f9c0cc3ccaffae91ed03a9f2d4ac","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T01:50:57.129614+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:da418ff8fab9298849f3c1328ca0c2ff2682a5cf181f3e928130182ad6736531","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.\n\nThe CPSBB registered as an autonomous legal research entity during TEAMING Phase 1 and is firmly supported by the Bulgarian and German PlantaSYST partners, the Governments of Bulgaria and Germany, and the Plovdiv Municipality.\n\nCPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.\n\nThis will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology.\n\nCutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.\n\nCPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.\n\nThus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.\n\nThe service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.\n\nOverall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","reason":"purpose: The project explicitly aims to establish a new Center of Plant Systems Biology and Biotechnology, which functions as a concrete capability pathway for STI capacity-building.\nscope: The center is located in Bulgaria, a middle-income country, failing the requirement for least-developed-country beneficiaries or institutional connections mandated by the scope condition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to establish a new Center of Plant Systems Biology and Biotechnology, which functions as a concrete capability pathway for STI capacity-building.","status":"supported"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The center is located in Bulgaria, a middle-income country, failing the requirement for least-developed-country beneficiaries or institutional connections mandated by the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":344,"kind":"text","quote":"The CPSBB registered as an autonomous legal research entity during TEAMING Phase 1 and is firmly supported by the Bulgarian and German PlantaSYST partners, the Governments of Bulgaria and Germany, and the Plovdiv Municipality.","start":118,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":452,"kind":"text","quote":"CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.","start":345,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":663,"kind":"text","quote":"This will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology.","start":453,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1376,"kind":"text","quote":"CPSBB provides the missing links between academia and industry in the region and will take a leading role in training next-generation researchers in crop systems biology and biotechnology.","start":1188,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1511,"kind":"text","quote":"Thus, the CPSBB will fill the scientific and technological gaps identified in Bulgaria’s Innovation Strategy for Smart Specialisation.","start":1377,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1764,"kind":"text","quote":"The service-oriented CPSBB administration is designed to function efficiently following the example of the Max Planck Society in Germany, and a Technology Transfer Office will facilitate the flow of knowledge and technologies to partners and end-users.","start":1512,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1995,"kind":"text","quote":"Overall, the newly established CPSBB will significantly increase Bulgaria’s research and innovation potential, enhance the capacity in crop genomics, and stimulate the local scientific, economic, and social development in Plovdiv.","start":1765,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"da418ff8fab9298849f3c1328ca0c2ff2682a5cf181f3e928130182ad6736531","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-28T01:50:57.134397+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-9f65e6835fff6d7763ca91cb"],"activity_refs":["a1"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":["a1"],"scope":["a1"]},"code_owned_checks":[],"model_selected_units":["a1"],"pathway":null,"selected_units":[{"activity_id":"act-9f65e6835fff6d7763ca91cb","conditions":null,"description":"The project aims to establish a new Center of Plant Systems Biology and Biotechnology in Plovdiv, Bulgaria.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"activity","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:f812ec3443ee6ff7a4c73c8f31f66a5978391e2545e7de0b7a973aa27c44100e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","reason":"purpose: The project plans to study plant biology and metabolism, but lacks an explicit pathway to reducing hunger or improving food security/nutrition.\nscope: The research focuses on fundamental plant science without addressing people's food/nutrition needs or a sustainable agricultural system.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project plans to study plant biology and metabolism, but lacks an explicit pathway to reducing hunger or improving food security/nutrition.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The research focuses on fundamental plant science without addressing people's food/nutrition needs or a sustainable agricultural system.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"f812ec3443ee6ff7a4c73c8f31f66a5978391e2545e7de0b7a973aa27c44100e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-28T01:50:57.137403+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:2601fe26444f20a7610af942f7e455f632a488b4d709bb8bb76d48ae87bcc2cf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","reason":"purpose: The project focuses on fundamental plant science (regulatory codes, metabolic pathways) rather than developing or implementing sustainable food-production systems or resilient agricultural practices.\nscope: The described activities target plant development and stress physiology without a stated link to food production or agricultural practice, failing the scope condition.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on fundamental plant science (regulatory codes, metabolic pathways) rather than developing or implementing sustainable food-production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s5","s6"],"id":"scope","missing_evidence":null,"reason":"The described activities target plant development and stress physiology without a stated link to food production or agricultural practice, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"2601fe26444f20a7610af942f7e455f632a488b4d709bb8bb76d48ae87bcc2cf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-28T01:50:57.139007+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-faa1f087a4ddcd9b2ff07fe2"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s6"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-faa1f087a4ddcd9b2ff07fe2","conditions":null,"description":"The project will adopt cutting-edge functional genomics, metabolomics and bioinformatics to unravel regulatory codes and metabolic pathways.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.5","name":"By 2020, maintain the genetic diversity of seeds, cultivated plants and farmed and domesticated animals and their related wild species, including through soundly managed and diversified seed and plant banks at the national, regional and international levels, and promote access to and fair and equitable sharing of benefits arising from the utilization of genetic resources and associated traditional knowledge, as internationally agreed","uri":"http://data.europa.eu/sdg/2.5","state":"no_mapping","strength":"partial","assertionId":"mapping:3a26357459b7b1f95329d78c5c5405116458ed378823341a5bdb8364e3864dfa","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.\n\nPlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.\n\nCPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.\n\nThis will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology.\n\nFundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","reason":"purpose: The project focuses on unraveling regulatory codes and metabolic pathways via genomics, not on maintaining agricultural genetic diversity or benefit-sharing.\nscope: The described activities involve studying metabolic pathways, not seeds, cultivated plants, or domesticated animals, failing the specific scope criteria.","checks":[{"evidence_ids":["s5","s1","s3","s4","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on unraveling regulatory codes and metabolic pathways via genomics, not on maintaining agricultural genetic diversity or benefit-sharing.","status":"not_met"},{"evidence_ids":["s5","s1","s3","s4","s6"],"id":"scope","missing_evidence":null,"reason":"The described activities involve studying metabolic pathways, not seeds, cultivated plants, or domesticated animals, failing the specific scope criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":929,"kind":"text","quote":"Cutting-edge functional genomics, metabolomics and bioinformatics will be adopted to unravel the regulatory codes and metabolic pathways that govern plant development, stress physiology, and the production of valuable metabolites with potential market applications.","start":664,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":117,"kind":"text","quote":"PlantaSYST aims at establishing a new Center of Plant Systems Biology and Biotechnology (CPSBB) in Plovdiv, Bulgaria.","start":0,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":452,"kind":"text","quote":"CPSBB´s mission is to position itself at the forefront of plant sciences in Bulgaria and South-East Europe.","start":345,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":663,"kind":"text","quote":"This will be achieved by building on the research and technological excellence of two strong partners from Potsdam, Germany: the University of Potsdam and the Max Planck Institute of Molecular Plant Physiology.","start":453,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"},{"end":1187,"kind":"text","quote":"Fundamental science, conducted in the CPSBB departments Plant Development, Molecular Stress Physiology, Metabolomics, and Bioinformatics, will feed into applied research of the departments Vegetable Breeding, Synthetic Biology, and Plant Cell Biotechnology.","start":930,"text_hash":"51b1fb7410ef085596ba2b91c4cec2ad58c625d83efed22a124ea4615e048629"}],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","originalAssertionId":"3a26357459b7b1f95329d78c5c5405116458ed378823341a5bdb8364e3864dfa","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d7c81faf733af9570e16374c9ffd54456a00ffb9adb3eb602f29824e81eaafc2","recordedAt":"2026-09-28T01:52:49.963286+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-faa1f087a4ddcd9b2ff07fe2"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s3","s4","s6"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s3","s4","s6"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-faa1f087a4ddcd9b2ff07fe2","conditions":null,"description":"The project will adopt cutting-edge functional genomics, metabolomics and bioinformatics to unravel regulatory codes and metabolic pathways.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"c950d34ebde48581d260f5c78cfb9e2f3b1d3585bd7d15d1c53cbc26afb0ef3c","sheet_sha256":"3741ce3d4a6452f1e35b53926826c9f9254d546b0282cc2fd3824161aa696bea","sheet_version":"mesh-activity-sheet-v3","source_version":"e26d797bcd176933a1a5919830876720c6de58e5e3f4362ceddaea2d58050104","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.a","uri":"http://data.europa.eu/sdg/2.a","name":"Increase investment, including through enhanced international cooperation, in rural infrastructure, agricultural research and extension services, technology development and plant and livestock gene banks in order to enhance agricultural productive capacity in developing countries, in particular least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4","uri":"http://data.europa.eu/sdg/4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c881e46b922a2abfc5d6a25466687734a8c0054512464828a25bcee61b3ff09","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"PlantaSYST","title":"Establishment of a Center of Plant Systems Biology and Biotechnology for the translation of fundamental research into sustainable bio-based technologies in Bulgaria","status":"CLOSED","startDate":"2017-03-01","endDate":"2025-02-28","ecSignatureDate":"2017-02-13","totalCost":14940000.0,"ecMaxContribution":14940000.0,"frameworkProgramme":"H2020","fundingScheme":"CSA","masterCall":"H2020-WIDESPREAD-2016-2017","subCall":"H2020-WIDESPREAD-01-2016-2017-TeamingPhase2","grantDoi":"10.3030/739582","keywords":["plant systems biology","plant biotechnology"],"contentUpdateDate":"2026-01-13 13:28:53","topics":[{"code":"WIDESPREAD-01-2016-2017","title":"Teaming Phase 2"}],"legalBasis":[{"code":"H2020-EU.4.a.","title":"Teaming of excellent research institutions and low performing RDI regions","main":true}],"euroSciVoc":[{"code":"/23/49/337","path":"natural sciences/biological sciences/genetics","title":"genetics"},{"code":"/27/81/30021/499/69103681","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/horticulture/vegetable growing","title":"vegetable growing"},{"code":"/21/35/161","path":"medical and health sciences/basic medicine/physiology","title":"physiology"}],"policyPriorities":null,"organisations":[{"name":"TSENTAR PO RASTITELNA SISTEMNA BIOLOGIYA I BIOTEHNOGIYA","shortName":"CENTER OF PLANT SYSTEMS BIOLOGY AND BIOTECHNOLOGY","role":"coordinator","country":"BG","city":"Plovdiv","activityType":"REC","sme":false,"ecContribution":7794242.82,"totalCost":7794242.82,"geolocation":[42.14391425,24.7421253908594],"order":1},{"name":"MARITSA VEGETABLE CROPS RESEARCH INSTITUTE","shortName":null,"role":"participant","country":"BG","city":"Plovdiv","activityType":"REC","sme":false,"ecContribution":1422500.0,"totalCost":1422500.0,"geolocation":[42.1419118,24.7498385],"order":2},{"name":"THE STEPHAN ANGELOFF INSTITUTE OF MICROBIOLOGY, BULGARIAN ACADEMY OF SCIENCES","shortName":"IMicB","role":"participant","country":"BG","city":"Sofia","activityType":"REC","sme":false,"ecContribution":1422500.0,"totalCost":1422500.0,"geolocation":[42.6977211,23.3225964],"order":3},{"name":"UNIVERSITAET POTSDAM","shortName":"UP","role":"participant","country":"DE","city":"Potsdam","activityType":"HES","sme":false,"ecContribution":1443750.0,"totalCost":1443750.0,"geolocation":[52.400623817,13.013616974],"order":4},{"name":"MAX-PLANCK-GESELLSCHAFT ZUR FORDERUNG DER WISSENSCHAFTEN EV","shortName":"MPG","role":"participant","country":"DE","city":"MUNCHEN","activityType":"REC","sme":false,"ecContribution":1443750.0,"totalCost":1443750.0,"geolocation":[52.5177,13.38949],"order":5},{"name":"INSTITUTE OF MOLECULAR BIOLOGY AND BIOTECHNOLOGY","shortName":"IMBB","role":"participant","country":"BG","city":"Plovdiv","activityType":"REC","sme":false,"ecContribution":1413257.18,"totalCost":1413257.18,"geolocation":[42.1419118,24.7498385],"order":6}],"topicDetails":[{"identifier":"WIDESPREAD-01-2016-2017","title":"Teaming Phase 2","callIdentifier":"H2020-WIDESPREAD-2016-2017","callTitle":"WIDESPREAD","programme":"Horizon 2020 Framework Programme","programmeDivisions":["EC Treaty","Teaming of excellent research institutions and low performing RDI regions","Spreading excellence and widening participation"],"typeOfAction":"SGA-CSA Specific Grant agreement and Coordination and Support Action","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2016":89529247,"2017":45470753},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":[],"description":"Specific Challenge:Despite a recent trend for the research and innovation performance of individual countries in the EU to converge, sharp differences among Member States still remain. These disparities are due to, among other reasons, the insufficient critical mass of science and lack of centres of excellence having sufficient competence to engage countries and regions strategically in a path of innovative growth, building on newly developed capabilities. Moreover, by putting national budgets under constraint, the ongoing financial crisis is threatening to widen gaps. Exploiting the potential of Europe's talent pool by maximising and spreading the benefits of research and innovation across the Union is vital for Europe's competitiveness and its ability to address societal challenges in the future. This could help countries and regions that are lagging behind in terms of research and innovation performance to attain a competitive position in the global value chains.\nTeaming will address this challenge by supporting the creation of new centres of excellence or upgrading the existing ones in low R&I performing countries, building on partnerships between leading scientific institutions and partner institutions in low R&I performing countries, that display the willingness to engage together on this purpose.\nScope:Successful applicants under topic WIDESPREAD-1-2014: Teaming, of the call H2020-WIDESPREAD-2014 have received a grant to produce an extensive, detailed and robust Business Plan within a timeframe of 12 months for the setting-up/upgrading of a Centre of Excellence. This Business Plan is expected to be submitted in form of a proposal for Teaming Phase 2, as explained in detail further below.\nThis proposal (Business Plan) should demonstrate the potential of the future Centre to develop new (or connect effectively with existing) regional cluster formation and the prospects of the hosting country/region to provide an innovation friendly environment. The proposal has to include a letter of commitment (a template will be provided by the Commission in due time) from the interested national/regional authorities or other private sources to commit financial resources (e.g. resources coming from the European Structural and Investment Funds or Instrument for Pre-accession Assistance (IPA II) funds as appropriate) for implementing the future Centre, in particular regarding investment in infrastructure and equipment. A properly functioning service-oriented administration that is able to provide the human resources needed to absorb the research and innovation potential of the new/upgraded Centre should be demonstrated.\nThe proposal (Business Plan) should:\n- Illustrate the scientific and innovation potential of the future Centre of Excellence\n- Demonstrate the growth potential of the Centre of Excellence for the benefit of the country or region\n- Elaborate on the structure of the partnership and on the strong engagement of the partners\n- Demonstrate how the newly established/upgraded Centre will have full autonomy in decision making\n- Elaborate on the steps that will be taken towards eventual long term self-sustainability\nProcedure for Teaming Phase 2: In the context of the Framework Partnership Agreements awarded under topic WIDESPREAD-1-2014: Teaming, of the call H2020-WIDESPREAD-2014, a Specific Grant Agreement (SGA) will be awarded on the basis of a call for proposals open to all the above mentioned grant holder consortia for which this type of activity is already included in the FPA action plan (in accordance with the procedure established in art. 2.2 of the FPA).\nApplicants to the Teaming Phase 2 call for proposals are invited to submit as a proposal, the Business Plan produced as main deliverable of the grant awarded under topic WIDESPREAD-1-2014: Teaming, of the call H2020-WIDESPREAD-2014.\nFollowing the evaluation of the submitted Teaming Phase 2 proposals, the Commission will enter into a Specific Grant Agreement with the highest ranked proposals to provide substantial support for the start-up and implementation phase of the future Centre. This will cover mainly administrative and operational costs as well as personnel costs of the future Centre of Excellence. While the action does not focus on equipment and consumables, these could be accepted if they constitute only a minor part of the total Horizon 2020 funding requested and may be deemed necessary to fulfil the action's specific scope and objective.\nFor grants awarded under this topic the following cost categories will be ineligible costs:\n- infrastructure costs.\nThe respective option of Article 6.5.C of the Model Grant Agreement will be applied. Such costs are expected to be supported by other types of funding, including where relevant by the European Structural and Investment Funds (ESIF) or the Instrument for Pre-accession Assistance (IPA II) funds.\nThe duration of a Teaming Phase 2 project will be between 5 to 7 years.\nThe Commission considers that proposals requesting a contribution from the EU of EUR 15 million, would allow this specific challenge to be addressed appropriately. Nonetheless, this does not preclude submission and selection of proposals requesting lower amounts.\nExpected Impact:The creation of new (or significant upgrades of existing) Centres of Excellence in \"Widening\" Countries through the Teaming partnerships is expected to:\n- Increase their scientific capabilities and enable them to engage in a strategic growth path pointing to long-term opportunities for economic development. Potential links to innovative clusters would be an asset.\n- Through improved scientific capabilities allow these countries to improve their chances to seek competitive funding in international fora (including the EU Framework Programmes).\n- Over the medium to long term achieve a measurable and significant improvement in the research and innovation culture (as shown through indicators such as research intensity, innovation performance, value","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/WIDESPREAD-01-2016-2017"}]}}
{"id":"101219686","acronym":"LabHum","name":"Laboratories of Humanitarianism: Aid, Intervention, and the End of the Soviet Union, 1985-2000","offer":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world. To explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union. At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution? To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia. Laboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia. It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access. In focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative. The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","objective":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world. To explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union. At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution? To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia. Laboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia. It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access. In focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative. The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalSourceVersion":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","textHash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3","sourceUrl":"https://cordis.europa.eu/project/id/101219686","country":"UK","participantCountries":["UK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-12-15 21:41:39","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"1","name":"End poverty in all its forms everywhere","uri":"http://data.europa.eu/sdg/1","state":"no_mapping","strength":"partial","assertionId":"mapping:83fbefc1fcaeb7a76306016f0c7a189376902699cf5a9bf3f741f5230a38b30c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","reason":"purpose: The project investigates the role of humanitarian action in state collapse, not poverty mechanisms or material deprivation as required by the SDG 1 definition.\nscope: The activity focuses on humanitarian intervention in post-Soviet states, lacking any stated connection to poverty, material deprivation, or vulnerable populations.","checks":[{"evidence_ids":["s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates the role of humanitarian action in state collapse, not poverty mechanisms or material deprivation as required by the SDG 1 definition.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The activity focuses on humanitarian intervention in post-Soviet states, lacking any stated connection to poverty, material deprivation, or vulnerable populations.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"83fbefc1fcaeb7a76306016f0c7a189376902699cf5a9bf3f741f5230a38b30c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"717a95833a1f8df283f48c34f9f9ee2be89d44bb3d94822abd15272d62e2847a","recordedAt":"2026-09-28T00:07:19.774202+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:e4b11070f2bcf67f9be1e8ea41b056fa4b244755aeaefed99612036de7e57bf5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.\n\nLaboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.\n\nIt moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.\n\nIn focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.\n\nThe USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","reason":"purpose: The project studies the Soviet collapse and post-Soviet states, not cities or human settlements. The scope does not include urban settings, failing the condition for SDG 11.\nscope: The research focuses on countries (Armenia, Kazakhstan, Ukraine, Russia) and the Soviet Union, not cities or settlements. No urban setting is substantively part of the intervention.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project studies the Soviet collapse and post-Soviet states, not cities or human settlements. The scope does not include urban settings, failing the condition for SDG 11.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The research focuses on countries (Armenia, Kazakhstan, Ukraine, Russia) and the Soviet Union, not cities or settlements. No urban setting is substantively part of the intervention.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":909,"kind":"text","quote":"Laboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.","start":748,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1332,"kind":"text","quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","start":910,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1622,"kind":"text","quote":"In focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.","start":1333,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1887,"kind":"text","quote":"The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","start":1623,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"e4b11070f2bcf67f9be1e8ea41b056fa4b244755aeaefed99612036de7e57bf5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-28T00:07:19.776798+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:55dd7d4ac9a2cd81deb0468b8f38247bf001b4a297a74c843551e5cb083b6abd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","reason":"purpose: The project focuses on historical analysis of humanitarianism and state collapse, not on protecting or restoring terrestrial ecosystems or halting biodiversity loss.\nscope: The subject is the Soviet collapse and humanitarian intervention, not terrestrial ecosystems, forests, or relevant biodiversity.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on historical analysis of humanitarianism and state collapse, not on protecting or restoring terrestrial ecosystems or halting biodiversity loss.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The subject is the Soviet collapse and humanitarian intervention, not terrestrial ecosystems, forests, or relevant biodiversity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1332,"kind":"text","quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","start":910,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"55dd7d4ac9a2cd81deb0468b8f38247bf001b4a297a74c843551e5cb083b6abd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-28T00:07:19.779877+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"no_mapping","strength":"partial","assertionId":"mapping:1fbcb46871e3a902fddcd686a1ab18c98e159b3ea17049246ef163b574449626","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.\n\nThe USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","reason":"purpose: The project investigates the role of humanitarian action in state collapse, not the promotion of peaceful/inclusive societies or effective institutions. The activity is research into a historical context, not an intervention to build these specific SDG 16 outcomes.\nscope: The activity explicitly explores humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia. These are identifiable social/institutional settings with no country restriction, satisfying the scope condition.","checks":[{"evidence_ids":["s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates the role of humanitarian action in state collapse, not the promotion of peaceful/inclusive societies or effective institutions. The activity is research into a historical context, not an intervention to build these specific SDG 16 outcomes.","status":"not_met"},{"evidence_ids":["s4","s8"],"id":"scope","missing_evidence":null,"reason":"The activity explicitly explores humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia. These are identifiable social/institutional settings with no country restriction, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1887,"kind":"text","quote":"The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","start":1623,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"1fbcb46871e3a902fddcd686a1ab18c98e159b3ea17049246ef163b574449626","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-28T00:09:17.483993+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-c8f6e7105f515f32a07e20f3"],"activity_refs":["a5"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-c8f6e7105f515f32a07e20f3","conditions":null,"description":"The project will bring together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:ca6390f53c206e4f880aa0908f73a57dca0a23e7c717daeb33b398f5bb4483fc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world.\n\nTo explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union.\n\nAt the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.\n\nLaboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.\n\nIt moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.\n\nIn focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.\n\nThe USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","reason":"purpose: The project aims to understand the Soviet collapse, not to build means of implementation like finance or capacity building for development.\nscope: The project focuses on historical analysis of the Soviet Union, not on enabling specific sustainable development activities or beneficiaries.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to understand the Soviet collapse, not to build means of implementation like finance or capacity building for development.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on historical analysis of the Soviet Union, not on enabling specific sustainable development activities or beneficiaries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":228,"kind":"text","quote":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world.","start":0,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":410,"kind":"text","quote":"To explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union.","start":229,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":909,"kind":"text","quote":"Laboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.","start":748,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1332,"kind":"text","quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","start":910,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1622,"kind":"text","quote":"In focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.","start":1333,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1887,"kind":"text","quote":"The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","start":1623,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"ca6390f53c206e4f880aa0908f73a57dca0a23e7c717daeb33b398f5bb4483fc","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T00:09:17.487846+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a5","a6","a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:e601ce70e0a7e0513768ab5468760ba4c6c9cea313983ff252b8e8ceb5a20c25","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.\n\nIt moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","reason":"purpose: The project investigates the role of humanitarian action in state collapse, not the reduction of illness from hazardous chemicals or pollution.\nscope: The project foregrounds environmental diversity but does not connect specific chemical or pollution exposure to human health outcomes.","checks":[{"evidence_ids":["s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates the role of humanitarian action in state collapse, not the reduction of illness from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The project foregrounds environmental diversity but does not connect specific chemical or pollution exposure to human health outcomes.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1332,"kind":"text","quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","start":910,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"e601ce70e0a7e0513768ab5468760ba4c6c9cea313983ff252b8e8ceb5a20c25","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T22:05:40.272217+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"3e64560ca0fa42e7d185d7a2d0f742e2d5e8ade50c3fa38f46c2a108e63d8198","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:362af3e0f746a427d4f117f0f9520facddac01583f9335a7f2d4f10308e3827e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world.\n\nTo explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union.\n\nAt the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?\n\nTo answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.\n\nLaboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.\n\nIt moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.\n\nIn focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.\n\nThe USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","reason":"purpose: The project focuses on historical analysis of the Soviet collapse and developing methodological frameworks, not building infrastructure, industrial processes, or upgrading production capacity.\nscope: The project addresses a historical period (1985-2000) and does not identify current infrastructure, industrial processes, usable technologies, or innovation systems as the object of its work.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on historical analysis of the Soviet collapse and developing methodological frameworks, not building infrastructure, industrial processes, or upgrading production capacity.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project addresses a historical period (1985-2000) and does not identify current infrastructure, industrial processes, usable technologies, or innovation systems as the object of its work.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":228,"kind":"text","quote":"Laboratories of Humanitarianism is a ground-breaking history of the Soviet collapse that explores the transformative impact of humanitarian crisis on the country’s disintegration and the reconfiguration of the post-Soviet world.","start":0,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":410,"kind":"text","quote":"To explore this impact, the project takes a panoramic approach and explores humanitarianism at multiple scales using case studies from across the vast territory of the Soviet Union.","start":229,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":557,"kind":"text","quote":"At the heart of the project is one fundamental question: What is the role of humanitarian action in contexts of state collapse and reconstitution?","start":411,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":747,"kind":"text","quote":"To answer this question, the project brings together a multilingual and dynamic research team to explore the impact of humanitarian intervention in Armenia, Kazakhstan, Ukraine, and Russia.","start":558,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":909,"kind":"text","quote":"Laboratories of Humanitarianism provides a radical rethinking of the Soviet collapse—arguably the formative geopolitical moment for understanding modern Eurasia.","start":748,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1332,"kind":"text","quote":"It moves beyond the realm of high politics to place the chronically under-researched themes of health and welfare at the centre of the analysis and provides an innovative methodological framework for writing new, transnational histories of the Soviet disintegration that foreground the country’s linguistic, cultural, and environmental diversity and that respond to contemporary challenges associated with archival access.","start":910,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1622,"kind":"text","quote":"In focusing on the Soviet and post-Soviet world, this project will upend assumptions within the modern history of international humanitarianism, where the timelines, perspectives, frameworks, and ‘watershed moments’ of North America and Western Europe have tended to be taken as normative.","start":1333,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"},{"end":1887,"kind":"text","quote":"The USSR and its successor states provide a unique vantage point for exploring the relationship between donor and recipient of aid, as well as role of the ‘Second World’ in the development of global humanitarian regimes and practices in the late twentieth century.","start":1623,"text_hash":"742e49a741edaabe9f9f180c7b19a2afb4fdd300331f3008748d4999777bd0a3"}],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","originalAssertionId":"362af3e0f746a427d4f117f0f9520facddac01583f9335a7f2d4f10308e3827e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T00:09:17.490014+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a6","a7"],"pathway":"research_capacity","selected_units":[],"sheet_cache_key":"21a34d165b171881c0dca7a74e4249ad44b43af2f618c34e3d2ffe6e9464a542","sheet_sha256":"07098575163958d4ae83ed4b0206f2e98303499b3589b5ba6e4e62d4d7ebed65","sheet_version":"mesh-activity-sheet-v3","source_version":"8d43188b0bbe6c33a8d808006aced599a7baa88b093f331a157375dbf14f948c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1.5","uri":"http://data.europa.eu/sdg/1.5","name":"By 2030, build the resilience of the poor and those in vulnerable situations and reduce their exposure and vulnerability to climate-related extreme events and other economic, social and environmental shocks and disasters","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"1.a","uri":"http://data.europa.eu/sdg/1.a","name":"Ensure significant mobilization of resources from a variety of sources, including through enhanced development cooperation, in order to provide adequate and predictable means for developing countries, in particular least developed countries, to implement programmes and policies to end poverty in all its dimensions","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"1.b","uri":"http://data.europa.eu/sdg/1.b","name":"Create sound policy frameworks at the national, regional and international levels, based on pro-poor and gender-sensitive development strategies, to support accelerated investment in poverty eradication actions","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"11.b","uri":"http://data.europa.eu/sdg/11.b","name":"By 2020, substantially increase the number of cities and human settlements adopting and implementing integrated policies and plans towards inclusion, resource efficiency, mitigation and adaptation to climate change, resilience to disasters, and develop and implement, in line with the Sendai Framework for Disaster Risk Reduction 2015–2030, holistic disaster risk management at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.3","uri":"http://data.europa.eu/sdg/15.3","name":"By 2030, combat desertification, restore degraded land and soil, including land affected by desertification, drought and floods, and strive to achieve a land degradation-neutral world","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"17.15","uri":"http://data.europa.eu/sdg/17.15","name":"Respect each country’s policy space and leadership to establish and implement policies for poverty eradication and sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4c8bd5c1ac3fc3cf8d6a6f000a050fdd771ae908b702c7e3202dfc552f763ba2","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"LabHum","title":"Laboratories of Humanitarianism: Aid, Intervention, and the End of the Soviet Union, 1985-2000","status":"SIGNED","startDate":"2026-05-01","endDate":"2031-04-30","ecSignatureDate":"2025-12-09","totalCost":1499162.5,"ecMaxContribution":1499162.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2025-STG","subCall":"ERC-2025-STG","grantDoi":"10.3030/101219686","keywords":["Humanitarianism; humanitarian aid; Soviet Union"],"contentUpdateDate":"2025-12-15 21:41:39","topics":[{"code":"ERC-2025-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/31/113/613","path":"humanities/history and archaeology/history","title":"history"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"THE UNIVERSITY OF MANCHESTER","shortName":"UNIVERSITY OF MANCHESTER","role":"coordinator","country":"UK","city":"Manchester","activityType":"HES","sme":false,"ecContribution":1499162.0,"totalCost":1499162.5,"geolocation":[53.465238299,-2.233495061],"order":1}],"topicDetails":[{"identifier":"ERC-2025-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2025-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2024-07-10","deadlineDates":["2024-10-15"],"budget":{"budgetByYear":{"2025":"751100000"},"expectedGrants":483,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their research proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2025. Cut-off dates: Successful defence of PhD between 1 January 2018 and 31 December 2022 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2025-STG"}]}}
{"id":"909581","acronym":"Glucose use in fish","name":"Carbohydrate utilization by the working muscle of rainbow trout","offer":"Carbohydrate-rich diets are frequently used in the commercial farming of fish. However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation. Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding. Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose. This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise. However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates. Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses. I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle. I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles. Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming. I expect that the results obtained from this research will help us to understand how glucose is regulated in fish. This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","objective":"Carbohydrate-rich diets are frequently used in the commercial farming of fish. However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation. Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding. Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose. This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise. However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates. Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses. I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle. I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles. Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming. I expect that the results obtained from this research will help us to understand how glucose is regulated in fish. This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalSourceVersion":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","textHash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284","sourceUrl":"https://cordis.europa.eu/project/id/909581","country":"AR","participantCountries":["AR"],"programme":"FP7","status":"CLOSED","sourceUpdated":"2016-03-31 23:30:00","locations":[],"goal":14,"goalIds":[14],"rels":[{"code":"14.a","name":"Increase scientific knowledge, develop research capacity and transfer marine technology, taking into account the Intergovernmental Oceanographic Commission Criteria and Guidelines on the Transfer of Marine Technology, in order to improve ocean health and to enhance the contribution of marine biodiversity to the development of developing countries, in particular small island developing States and least developed countries","uri":"http://data.europa.eu/sdg/14.a","state":"supported","strength":"strong","assertionId":"mapping:f0bafaa9245a5ebb1fe0c03fe9538e04a5ee740c873ed9ad9088db464a77ea25","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.”","modality":"planned","hypothesis":null,"quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.\n\nThis knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","reason":"purpose: The project explicitly aims to increase scientific knowledge regarding glucose regulation in fish through planned research on cellular and molecular mechanisms.\nscope: The project proposes transferring knowledge to European companies to improve aquaculture feeding practices, supporting the ocean health pathway.","checks":[{"evidence_ids":["s8","s9","s10","s11","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to increase scientific knowledge regarding glucose regulation in fish through planned research on cellular and molecular mechanisms.","status":"supported"},{"evidence_ids":["s12","s1"],"id":"scope","missing_evidence":null,"reason":"The project proposes transferring knowledge to European companies to improve aquaculture feeding practices, supporting the ocean health pathway.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"f0bafaa9245a5ebb1fe0c03fe9538e04a5ee740c873ed9ad9088db464a77ea25","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1bb5777f08fd0688122c8f18944a7259cc989aff8fea1f1a1c0cb266b19010f4","recordedAt":"2026-09-26T21:09:09.982749+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","activity_ref":"a12","claim_unit_candidates":["a12"],"end":1897,"evidence_id":"s12","ownership":"current_project","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","quote_sha256":"fa06076288cbf00c903ea1aaee9e930160ad931e2447aefa98db5961764c08f4","role":"dissemination","source_span_id":"0217a68308fe228b3120a6b87958046e5259db30e1c4c8ece04b0398923e2192","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1699},"activityBinding":{"activity_ids":["act-fa844438ebd94be2d8b16ffa","act-e380013b905c8ffaa5b30cca","act-13095d7790c7cf992a47d908","act-bdcc9d691469189f3815e199","act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s8","s9","s10","s11"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a8","a9","a10","a11"],"scope":["a12"]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":"ocean_health","selected_units":[{"activity_id":"act-fa844438ebd94be2d8b16ffa","conditions":null,"description":"The project hypothesizes that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-e380013b905c8ffaa5b30cca","conditions":null,"description":"The project will investigate the possibility by placing special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-13095d7790c7cf992a47d908","conditions":"after four weeks of sustained swimming","description":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-bdcc9d691469189f3815e199","conditions":null,"description":"The results obtained from this research will help to understand how glucose is regulated in fish.","evidence_ids":["s11"],"modality":"reported_result","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:f4d2c90be035328186d3cfc63bc9a5b2307a8144952d2aa83d4f944c2aaee053","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.\n\nI hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.","reason":"purpose: The project plans to transfer knowledge to companies, but the source states this is a potential future outcome ('could be transferred'), not an explicit change in production practices by the project itself.\nscope: The affected practice is identified as 'commercial farming of fish' in the aquaculture sector, which is a named sector with no geographic restriction mentioned.","checks":[{"evidence_ids":["s12","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project plans to transfer knowledge to companies, but the source states this is a potential future outcome ('could be transferred'), not an explicit change in production practices by the project itself.","status":"not_met"},{"evidence_ids":["s12","s1"],"id":"scope","missing_evidence":null,"reason":"The affected practice is identified as 'commercial farming of fish' in the aquaculture sector, which is a named sector with no geographic restriction mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"f4d2c90be035328186d3cfc63bc9a5b2307a8144952d2aa83d4f944c2aaee053","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:43:33.028856+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a12"],"scope":["a12"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:e1dd8707f13138834661c9d3339f3e3465c5a1a63bc37a3779cca41a06b09acd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.\n\nI hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","reason":"purpose: The project explicitly aims to transfer knowledge to European companies to improve feeding practices, strengthening capacity for sustainable production.\nscope: The beneficiaries are European companies, not developing countries, failing the required scope condition for SDG 12.a.","checks":[{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to transfer knowledge to European companies to improve feeding practices, strengthening capacity for sustainable production.","status":"supported"},{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The beneficiaries are European companies, not developing countries, failing the required scope condition for SDG 12.a.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"e1dd8707f13138834661c9d3339f3e3465c5a1a63bc37a3779cca41a06b09acd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-28T07:20:13.221889+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":["a12"],"scope":["a12"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:eebfd14166b25fae3b2f76f4d52afa6cc27fcfcf6cc535486f105b9ef5d046ca","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.\n\nThis knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","reason":"purpose: The project studies glucose metabolism in rainbow trout, a freshwater species, not marine resources. The scope is freshwater, failing the marine requirement for SDG 14.\nscope: The organism studied is rainbow trout, a freshwater fish. The project does not involve oceans, seas, or marine resources, failing the scope condition for SDG 14.","checks":[{"evidence_ids":["s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project studies glucose metabolism in rainbow trout, a freshwater species, not marine resources. The scope is freshwater, failing the marine requirement for SDG 14.","status":"not_met"},{"evidence_ids":["s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The organism studied is rainbow trout, a freshwater fish. The project does not involve oceans, seas, or marine resources, failing the scope condition for SDG 14.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"eebfd14166b25fae3b2f76f4d52afa6cc27fcfcf6cc535486f105b9ef5d046ca","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-28T07:20:13.228698+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-fa844438ebd94be2d8b16ffa","act-e380013b905c8ffaa5b30cca","act-13095d7790c7cf992a47d908","act-bdcc9d691469189f3815e199","act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a8","a9","a10","a11","a12"],"scope":["a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":"planned research on fish physiology leading to knowledge transfer for aquaculture","selected_units":[{"activity_id":"act-fa844438ebd94be2d8b16ffa","conditions":null,"description":"The project hypothesizes that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-e380013b905c8ffaa5b30cca","conditions":null,"description":"The project will investigate the possibility by placing special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-13095d7790c7cf992a47d908","conditions":"after four weeks of sustained swimming","description":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-bdcc9d691469189f3815e199","conditions":null,"description":"The results obtained from this research will help to understand how glucose is regulated in fish.","evidence_ids":["s11"],"modality":"reported_result","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:e7cf87275c3ba5de70b7e707e8b2c465a802735ff039c534677d95f39c266827","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.\n\nI hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.\n\nThis knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","reason":"purpose: The project studies fish physiology, not human nutrition or sustainable agriculture for people. The link to food security is speculative and lacks a stated pathway.\nscope: The contribution concerns fish, not people's food or nutrition needs. The potential application to aquaculture does not constitute a contribution to human food security.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project studies fish physiology, not human nutrition or sustainable agriculture for people. The link to food security is speculative and lacks a stated pathway.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns fish, not people's food or nutrition needs. The potential application to aquaculture does not constitute a contribution to human food security.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"e7cf87275c3ba5de70b7e707e8b2c465a802735ff039c534677d95f39c266827","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-28T07:20:13.231793+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":"a8 -> a9 -> a10 -> a11 -> a12","selected_units":[],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:5ce09f94f065261b50a86f386ca29b91b44e843ab16a688b09916187a49f662e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","reason":"purpose: The project aims to improve feeding efficiency, not to develop sustainable food-production systems or resilient agricultural practices.\nscope: The contribution targets commercial efficiency in aquaculture, which is prohibited for establishing sustainable or resilient production under SDG 2.4.","checks":[{"evidence_ids":["s12"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve feeding efficiency, not to develop sustainable food-production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s12"],"id":"scope","missing_evidence":null,"reason":"The contribution targets commercial efficiency in aquaculture, which is prohibited for establishing sustainable or resilient production under SDG 2.4.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"5ce09f94f065261b50a86f386ca29b91b44e843ab16a688b09916187a49f662e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-28T07:20:13.232860+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s12"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s12"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:33287cfb6ba3fd4e18e544cca55b4740d2aa93132edeea46e41a2a28000c03f7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.\n\nThis knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","reason":"purpose: The project investigates glucose metabolism in fish muscles, not water, sanitation, or water-related ecosystems. No stated activity addresses SDG 6 criteria.\nscope: The study focuses on fish physiology and aquaculture feeding efficiency, lacking any identified water resource, quality, or sanitation system to benefit.","checks":[{"evidence_ids":["s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project investigates glucose metabolism in fish muscles, not water, sanitation, or water-related ecosystems. No stated activity addresses SDG 6 criteria.","status":"not_met"},{"evidence_ids":["s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The study focuses on fish physiology and aquaculture feeding efficiency, lacking any identified water resource, quality, or sanitation system to benefit.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"33287cfb6ba3fd4e18e544cca55b4740d2aa93132edeea46e41a2a28000c03f7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-28T07:22:14.540767+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-fa844438ebd94be2d8b16ffa","act-e380013b905c8ffaa5b30cca","act-13095d7790c7cf992a47d908","act-bdcc9d691469189f3815e199","act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a8","a9","a10","a11","a12"],"scope":["a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":"planned_research_on_glucose_utilization_mechanisms","selected_units":[{"activity_id":"act-fa844438ebd94be2d8b16ffa","conditions":null,"description":"The project hypothesizes that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-e380013b905c8ffaa5b30cca","conditions":null,"description":"The project will investigate the possibility by placing special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-13095d7790c7cf992a47d908","conditions":"after four weeks of sustained swimming","description":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-bdcc9d691469189f3815e199","conditions":null,"description":"The results obtained from this research will help to understand how glucose is regulated in fish.","evidence_ids":["s11"],"modality":"reported_result","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:c931c801534da8b1148d8a8eb16fe9f0c9aec165daf58bf7f6dd3a3b8ac44b7e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.\n\nCarbohydrate-rich diets are frequently used in the commercial farming of fish.\n\nHowever, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.\n\nSpecial attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.\n\nSkeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.\n\nThis effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.\n\nHowever, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.\n\nMoreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.\n\nI hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.\n\nI will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.\n\nChanges in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.\n\nI expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","reason":"purpose: The project aims to improve fish feeding efficiency, not to expand international cooperation or capacity-building for water/sanitation.\nscope: The supported domain is aquaculture feeding, which does not concern water or sanitation activities or technologies.","checks":[{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve fish feeding efficiency, not to expand international cooperation or capacity-building for water/sanitation.","status":"not_met"},{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The supported domain is aquaculture feeding, which does not concern water or sanitation activities or technologies.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1897,"kind":"text","quote":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","start":1699,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":78,"kind":"text","quote":"Carbohydrate-rich diets are frequently used in the commercial farming of fish.","start":0,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":191,"kind":"text","quote":"However, fish do not appear to have an elevated capacity to clear a high load of glucose from their circulation.","start":79,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":311,"kind":"text","quote":"Special attention has been directed towards the study of the physiological responses to such carbohydrate-rich feeding.","start":192,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":444,"kind":"text","quote":"Skeletal muscles play a key role in glucose homeostasis in mammals, and exercise has a noticeable effect in lowering plasma glucose.","start":312,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":570,"kind":"text","quote":"This effect is caused by an up-regulation of glucose transport mediated by GLUT4 in skeletal muscles in response to exercise.","start":445,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":719,"kind":"text","quote":"However, the exact mediating mechanism in the modulation of glucose transport in skeletal muscle has not been entirely characterized in vertebrates.","start":571,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":994,"kind":"text","quote":"Moreover, fish are an excellent model for the research of mechanisms involved in changes of the GLUT glucose transporters produced by exercise because they have anatomically separated red and white muscle masses, which allow the measurement of fibre-type-specific responses.","start":720,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1186,"kind":"text","quote":"I hypothesize that sustained exercise can be used to enhance carbohydrate expenditure in fish, increasing their natural capacity to clear and utilize plasma glucose by the contracting muscle.","start":995,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1380,"kind":"text","quote":"I will investigate this possibility, placing a special emphasis on the study of the cellular and molecular mechanisms regulating the GLUT-1 and -4 glucose transporters in white and red muscles.","start":1187,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1583,"kind":"text","quote":"Changes in patterns for gene expression using a microarray platform and key biochemical parameters will also be measured in red and white muscles of rainbow trout after four weeks of sustained swimming.","start":1381,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"},{"end":1698,"kind":"text","quote":"I expect that the results obtained from this research will help us to understand how glucose is regulated in fish.","start":1584,"text_hash":"ec70f0b3e23463966f076f261d99f1b851eba0176c624aa44b367bbd76196284"}],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","originalAssertionId":"c931c801534da8b1148d8a8eb16fe9f0c9aec165daf58bf7f6dd3a3b8ac44b7e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-28T07:22:14.546081+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-99347aae21e7f6dd7dbb5e5f"],"activity_refs":["a12"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":["a12"],"scope":["a12"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-99347aae21e7f6dd7dbb5e5f","conditions":null,"description":"This knowledge could be transferred to European companies, leading to more efficient and environmentally conscious feeding practices in the rapidly growing and economic important aquaculture sector.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"7881783be0f8d1509f89345fcdef8ad46bb6a0964f8fba00930077e8888e0279","sheet_sha256":"54d3bcbfe0b645dd28a5e4fe00230816ce54fa2a8c82fa52d417d2f6834483fa","sheet_version":"mesh-activity-sheet-v3","source_version":"96c43d0f100c069088813e93e23ff3347e97af369545cfc9adbd23fa2fda458b","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.3","uri":"http://data.europa.eu/sdg/14.3","name":"Minimize and address the impacts of ocean acidification, including through enhanced scientific cooperation at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.4","uri":"http://data.europa.eu/sdg/14.4","name":"By 2020, effectively regulate harvesting and end overfishing, illegal, unreported and unregulated fishing and destructive fishing practices and implement science-based management plans, in order to restore fish stocks in the shortest time feasible, at least to levels that can produce maximum sustainable yield as determined by their biological characteristics","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.6","uri":"http://data.europa.eu/sdg/14.6","name":"By 2020, prohibit certain forms of fisheries subsidies which contribute to overcapacity and overfishing, eliminate subsidies that contribute to illegal, unreported and unregulated fishing and refrain from introducing new such subsidies, recognizing that appropriate and effective special and differential treatment for developing and least developed countries should be an integral part of the World Trade Organization fisheries subsidies negotiation3","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.7","uri":"http://data.europa.eu/sdg/14.7","name":"By 2030, increase the economic benefits to small island developing States and least developed countries from the sustainable use of marine resources, including through sustainable management of fisheries, aquaculture and tourism","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.c","uri":"http://data.europa.eu/sdg/2.c","name":"Adopt measures to ensure the proper functioning of food commodity markets and their derivatives and facilitate timely access to market information, including on food reserves, in order to help limit extreme food price volatility","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.4","uri":"http://data.europa.eu/sdg/6.4","name":"By 2030, substantially increase water-use efficiency across all sectors and ensure sustainable withdrawals and supply of freshwater to address water scarcity and substantially reduce the number of people suffering from water scarcity","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d0fda7babda81f940c6a6f2efa7f447f0426dc121b970f100527c1ac320cb1f","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"Glucose use in fish","title":"Carbohydrate utilization by the working muscle of rainbow trout","status":"CLOSED","startDate":"2012-11-01","endDate":"2013-10-31","ecSignatureDate":"","totalCost":15000.0,"ecMaxContribution":15000.0,"frameworkProgramme":"FP7","fundingScheme":"MC-IIFR","masterCall":"","subCall":"FP7-PEOPLE-IIF-2008","grantDoi":null,"keywords":[],"contentUpdateDate":"2016-03-31 23:30:00","topics":[{"code":"FP7-PEOPLE-IIF-2008","title":"Marie Curie Action: International Incoming Fellowships\"\""}],"legalBasis":[{"code":"FP7-PEOPLE","title":"Specific programme People\" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013)\"","main":false}],"euroSciVoc":[{"code":"/27/81/489","path":"/agricultural sciences/agriculture, forestry, and fisheries/fisheries","title":"fisheries"},{"code":"/21/33/117","path":"/medical and health sciences/health sciences/nutrition","title":"nutrition"},{"code":"/23/49/315/997/1611","path":"/natural sciences/biological sciences/biochemistry/biomolecules/carbohydrates","title":"carbohydrates"},{"code":"/23/49/345/1045","path":"/natural sciences/biological sciences/zoology/mammalogy","title":"mammalogy"},{"code":"/21/35/161/655","path":"/medical and health sciences/basic medicine/physiology/homeostasis","title":"homeostasis"}],"policyPriorities":null,"organisations":[{"name":"CONSEJO NACIONAL DE INVESTIGACIONES CIENTIFICAS Y TECNICAS (CONICET)","shortName":null,"role":"coordinator","country":"AR","city":"Buenos Aires","activityType":"REC","sme":false,"ecContribution":15000.0,"totalCost":null,"geolocation":[-34.5826289888889,-58.4288470111111],"order":1}],"topicDetails":[]}}
{"id":"101248581","acronym":"MemStabSol","name":"Integrated Novel Bypass Element Enabling Stable Perovskite Solar Cells and Modules for Mass Production","offer":"The European Green Deal aims for a climate neutral EU in 2050. This can only be achieved by novel technologies, amongst them renewable energy sources. Photovoltaics has proven viable but requires improvements in terms of its environmental footprint. Thus, efficiency must be maximized and energy and raw materials used for production minimized. The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges. However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells. Our goal is to develop a fully integrated and mass-production compatible version of our protecting element. We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself. To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions. We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production. We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.  By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","objective":"The European Green Deal aims for a climate neutral EU in 2050. This can only be achieved by novel technologies, amongst them renewable energy sources. Photovoltaics has proven viable but requires improvements in terms of its environmental footprint. Thus, efficiency must be maximized and energy and raw materials used for production minimized. The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges. However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells. Our goal is to develop a fully integrated and mass-production compatible version of our protecting element. We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself. To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions. We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production. We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.  By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalSourceVersion":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","textHash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7","sourceUrl":"https://cordis.europa.eu/project/id/101248581","country":"CH","participantCountries":["CH"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-11-24 01:44:29","locations":[],"goal":7,"goalIds":[7,9,13],"rels":[{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:ac63356bfe09ef5731b7256fd3317e659442096f1afadb818ff4f3e38b0a128a","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nTo assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nBy the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.\n\nThe European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","reason":"purpose: The project explicitly aims to develop stable perovskite solar cells for mass production to address climate change impacts, as stated in the goal to enable renewable energy and maximize efficiency.\nscope: Climate change is a substantive object as the project targets perovskite solar cells to combat climate change impacts by enabling a key renewable energy technology.","checks":[{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop stable perovskite solar cells for mass production to address climate change impacts, as stated in the goal to enable renewable energy and maximize efficiency.","status":"supported"},{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"Climate change is a substantive object as the project targets perovskite solar cells to combat climate change impacts by enabling a key renewable energy technology.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1282,"kind":"text","quote":"To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.","start":1091,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1717,"kind":"text","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","start":1580,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"ac63356bfe09ef5731b7256fd3317e659442096f1afadb818ff4f3e38b0a128a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-26T15:03:32.828277+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-b75006206f42c91f886ccb2e","activity_ref":"a7","claim_unit_candidates":["a7"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e","act-7f0698cacc7892c5fac5bd20","act-a98228a794382a7f5e41e824","act-30612d37892f509f781f480d","act-8866b167802d2b34eb211d4f","act-32d004527bd58e3e34fae359"],"activity_refs":["a7","a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7","a8","a9","a10","a11","a12"],"scope":["a7","a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11","a12"],"pathway":"The project develops a protecting element to stabilize perovskite solar cells, enabling their integration into modules for renewable energy generation, which is a stated mitigation pathway for climate change.","selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-7f0698cacc7892c5fac5bd20","conditions":null,"description":"The project will fabricate a larger-area demonstrator to show non-deteriorated efficiency or stability compared to the perovskite solar cell itself.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-a98228a794382a7f5e41e824","conditions":null,"description":"The project will develop a test protocol for the lab and operate a series-connected module under real-world shading conditions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-30612d37892f509f781f480d","conditions":null,"description":"The project will consult with solar-cell manufacturing companies to focus on materials and processes relevant for large-scale production.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-32d004527bd58e3e34fae359","conditions":null,"description":"By the end of the project, the team will establish R&D collaborations with the industry and find partners for licensing the technology.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"supported","strength":"strong","assertionId":"mapping:43873f251aeee90446a4da1fea0e6882fc5693ab2e011ffbdb03deda96962517","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nTo assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nBy the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.\n\nThe European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","reason":"purpose: Project develops perovskite solar cells, a renewable energy source, to maximize efficiency and minimize material use, directly advancing Goal 7.\nscope: Activity concerns energy conversion (photovoltaics) and supply (solar modules), qualifying as a contribution to clean energy supply under SDG 7.","checks":[{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"Project develops perovskite solar cells, a renewable energy source, to maximize efficiency and minimize material use, directly advancing Goal 7.","status":"supported"},{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"Activity concerns energy conversion (photovoltaics) and supply (solar modules), qualifying as a contribution to clean energy supply under SDG 7.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1282,"kind":"text","quote":"To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.","start":1091,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1717,"kind":"text","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","start":1580,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"43873f251aeee90446a4da1fea0e6882fc5693ab2e011ffbdb03deda96962517","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-26T23:49:02.388307+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-b75006206f42c91f886ccb2e","activity_ref":"a7","claim_unit_candidates":["a7"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e","act-7f0698cacc7892c5fac5bd20","act-a98228a794382a7f5e41e824","act-30612d37892f509f781f480d","act-8866b167802d2b34eb211d4f","act-32d004527bd58e3e34fae359"],"activity_refs":["a7","a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7","a8","a9","a10","a11","a12"],"scope":["a7","a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11","a12"],"pathway":"a7 -> a8 -> a9 -> a10 -> a11 -> a12","selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-7f0698cacc7892c5fac5bd20","conditions":null,"description":"The project will fabricate a larger-area demonstrator to show non-deteriorated efficiency or stability compared to the perovskite solar cell itself.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-a98228a794382a7f5e41e824","conditions":null,"description":"The project will develop a test protocol for the lab and operate a series-connected module under real-world shading conditions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-30612d37892f509f781f480d","conditions":null,"description":"The project will consult with solar-cell manufacturing companies to focus on materials and processes relevant for large-scale production.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-32d004527bd58e3e34fae359","conditions":null,"description":"By the end of the project, the team will establish R&D collaborations with the industry and find partners for licensing the technology.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"clean_energy_supply","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.1","name":"By 2030, ensure universal access to affordable, reliable and modern energy services","uri":"http://data.europa.eu/sdg/7.1","state":"supported","strength":"strong","assertionId":"mapping:16c703e2701341fd21fa4ba1ba554817406f64d516ab0f7fd75ad5c2675bea66","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nThe European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.","reason":"purpose: The project explicitly plans to develop a protecting element for perovskite solar cells to enable integration into modules, thereby improving the reliability of modern energy services.\nscope: The intended beneficiaries are users of solar modules, and the setting is the integration of cells into modules, with no country restrictions mentioned.","checks":[{"evidence_ids":["s7","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to develop a protecting element for perovskite solar cells to enable integration into modules, thereby improving the reliability of modern energy services.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The intended beneficiaries are users of solar modules, and the setting is the integration of cells into modules, with no country restrictions mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"16c703e2701341fd21fa4ba1ba554817406f64d516ab0f7fd75ad5c2675bea66","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"48ef87b9e070f5f509f1f3ee2cabddcafb4cddd63490ed121f5814de5a53e7ce","recordedAt":"2026-09-26T03:35:29.210353+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-482568b7e01b75395a067c6e","activity_ref":"a8","claim_unit_candidates":["a8"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-482568b7e01b75395a067c6e"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a8"],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-482568b7e01b75395a067c6e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true}],"sheet_cache_key":"4f54742a9e2b4b7f96986aee3418585508a3c62e7861084511c0992fa14d17bd","sheet_sha256":"e6b8bfbd61ca39ea01b639e040613649a0894c42a77b2c3f74958e6e0ea69cd4","sheet_version":"mesh-activity-sheet-v2","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.2","name":"By 2030, increase substantially the share of renewable energy in the global energy mix","uri":"http://data.europa.eu/sdg/7.2","state":"supported","strength":"strong","assertionId":"mapping:c7637986739c8109d35aa5ccd675c4796c2282c87e078e4b483cc06ae5ec7614","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nTo assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nBy the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.\n\nThe European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","reason":"purpose: Project develops perovskite solar cells, a renewable energy source, for mass production, directly enabling renewable supply.\nscope: The project focuses on perovskite solar cells, an identified renewable source, with no country or beneficiary restrictions.","checks":[{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"Project develops perovskite solar cells, a renewable energy source, for mass production, directly enabling renewable supply.","status":"supported"},{"evidence_ids":["s7","s8","s9","s10","s11","s12","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project focuses on perovskite solar cells, an identified renewable source, with no country or beneficiary restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1282,"kind":"text","quote":"To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.","start":1091,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1717,"kind":"text","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","start":1580,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"c7637986739c8109d35aa5ccd675c4796c2282c87e078e4b483cc06ae5ec7614","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1e98a390c58a33b9625471ee82ce02484b828b18a9cd781ef60f1a98efe463e4","recordedAt":"2026-09-26T15:05:44.924369+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-b75006206f42c91f886ccb2e","activity_ref":"a7","claim_unit_candidates":["a7"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e","act-7f0698cacc7892c5fac5bd20","act-a98228a794382a7f5e41e824","act-30612d37892f509f781f480d","act-8866b167802d2b34eb211d4f","act-32d004527bd58e3e34fae359"],"activity_refs":["a7","a8","a9","a10","a11","a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7","s8","s9","s10","s11","s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7","a8","a9","a10","a11","a12"],"scope":["a7","a8","a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-7f0698cacc7892c5fac5bd20","conditions":null,"description":"The project will fabricate a larger-area demonstrator to show non-deteriorated efficiency or stability compared to the perovskite solar cell itself.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-a98228a794382a7f5e41e824","conditions":null,"description":"The project will develop a test protocol for the lab and operate a series-connected module under real-world shading conditions.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-30612d37892f509f781f480d","conditions":null,"description":"The project will consult with solar-cell manufacturing companies to focus on materials and processes relevant for large-scale production.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-32d004527bd58e3e34fae359","conditions":null,"description":"By the end of the project, the team will establish R&D collaborations with the industry and find partners for licensing the technology.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.3","name":"By 2030, double the global rate of improvement in energy efficiency","uri":"http://data.europa.eu/sdg/7.3","state":"supported","strength":"strong","assertionId":"mapping:560d0bf438ac61604d4e5698ff136693784605b3463a80807a6546fb760daa7c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.","reason":"purpose: The project explicitly aims to develop a protecting element to maximize efficiency and minimize energy/raw material use in perovskite solar cells, satisfying the efficiency improvement condition.\nscope: The improvement concerns energy efficiency of solar cells (delivered service), with no country restriction mentioned, meeting the scope criteria for SDG 7.3.","checks":[{"evidence_ids":["s7","s8","s11","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop a protecting element to maximize efficiency and minimize energy/raw material use in perovskite solar cells, satisfying the efficiency improvement condition.","status":"supported"},{"evidence_ids":["s7","s8","s11","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The improvement concerns energy efficiency of solar cells (delivered service), with no country restriction mentioned, meeting the scope criteria for SDG 7.3.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"560d0bf438ac61604d4e5698ff136693784605b3463a80807a6546fb760daa7c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"81a035ded99d18a28535b42eb6e9f8e9cfd815d93f93330e7632f71fa028c889","recordedAt":"2026-09-26T15:03:32.831626+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-b75006206f42c91f886ccb2e","activity_ref":"a7","claim_unit_candidates":["a7"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e","act-7f0698cacc7892c5fac5bd20","act-8866b167802d2b34eb211d4f"],"activity_refs":["a7","a8","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s11"],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s7","s8","s11"],"context_evidence_ids":["s3","s4"]}},"check_units":{"purpose":["a7","a8","a11"],"scope":["a7","a8","a11"]},"code_owned_checks":[],"model_selected_units":["a7","a8","a9","a10","a11"],"pathway":"a7 -> a8 -> a9 -> a10 -> a11","selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-7f0698cacc7892c5fac5bd20","conditions":null,"description":"The project will fabricate a larger-area demonstrator to show non-deteriorated efficiency or stability compared to the perovskite solar cell itself.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"supported","strength":"strong","assertionId":"mapping:c50b9241244f88fba604d94bfe91eb0c80acf7fc51476963a9ce28450ba90762","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.”","modality":"planned","hypothesis":null,"quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.\n\nThe European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nOur goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nTo assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","reason":"purpose: The project explicitly plans to establish R&D collaborations with industry partners for licensing, which constitutes a stated cross-border cooperation mechanism facilitating access to clean-energy technology.\nscope: The licensing activity enables access to the perovskite solar cell technology (clean energy subject) through international cooperation with industry partners, satisfying the cross-border access condition.","checks":[{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to establish R&D collaborations with industry partners for licensing, which constitutes a stated cross-border cooperation mechanism facilitating access to clean-energy technology.","status":"supported"},{"evidence_ids":["s12","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The licensing activity enables access to the perovskite solar cell technology (clean energy subject) through international cooperation with industry partners, satisfying the cross-border access condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1717,"kind":"text","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","start":1580,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1282,"kind":"text","quote":"To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.","start":1091,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"c50b9241244f88fba604d94bfe91eb0c80acf7fc51476963a9ce28450ba90762","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-26T23:49:02.390391+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-32d004527bd58e3e34fae359","activity_ref":"a12","claim_unit_candidates":["a12"],"end":1717,"evidence_id":"s12","ownership":"current_project","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","quote_sha256":"9c87b2cc5ac2ab3ede5e258f2d17a25ccb54a0a5370b3af0636b16e1a2b993d9","role":"dissemination","source_span_id":"6926b863ead057c6a16f2360d5c9b75135bca8d257443098f939ae96465f1d81","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1580},"activityBinding":{"activity_ids":["act-32d004527bd58e3e34fae359"],"activity_refs":["a12"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":["s12"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":["a12"],"scope":["a12"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-32d004527bd58e3e34fae359","conditions":null,"description":"By the end of the project, the team will establish R&D collaborations with the industry and find partners for licensing the technology.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"international_energy_access","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:884782a19179d9873faf38536bfd912ae80d2e74b1cfd4ef6362947238deb2d6","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nBy the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nWe will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.\n\nTo assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","reason":"purpose: Project explicitly develops a novel protecting element for mass production and seeks industry uptake via licensing and R&D collaborations, establishing an innovation capacity pathway.\nscope: Project addresses perovskite solar cell stability and industrialization by developing a novel protecting element, optimizing processing for industry, and establishing manufacturing collaborations.","checks":[{"evidence_ids":["s7","s10","s11","s12","s6","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly develops a novel protecting element for mass production and seeks industry uptake via licensing and R&D collaborations, establishing an innovation capacity pathway.","status":"supported"},{"evidence_ids":["s7","s10","s11","s12","s5","s6","s8","s9"],"id":"scope","missing_evidence":null,"reason":"Project addresses perovskite solar cell stability and industrialization by developing a novel protecting element, optimizing processing for industry, and establishing manufacturing collaborations.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1717,"kind":"text","quote":"By the end of the project, we will have established R&D collaborations with the industry and found partners for licensing our technology.","start":1580,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1090,"kind":"text","quote":"We will fabricate a larger-area demonstrator, which will show non-deteriorated efficiency or stability compared to the PSC itself.","start":960,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1282,"kind":"text","quote":"To assess the long-term performance of our cointegrated device, we will develop a suitable test protocol for the lab and operate a series-connected module under real-world shading conditions.","start":1091,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"884782a19179d9873faf38536bfd912ae80d2e74b1cfd4ef6362947238deb2d6","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T12:20:32.831135+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-482568b7e01b75395a067c6e","activity_ref":"a8","claim_unit_candidates":["a8"],"end":959,"evidence_id":"s7","ownership":"current_project","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","quote_sha256":"973c079ead57d30080a45b04c62c5142c03e5bf06e0a2bb91ed7ebe9eeb744ee","role":"activity","source_span_id":"8687625dde5f739fdb05a7453ae3399ed8ab3f5af3f5c057d11cabbacf975524","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":852},"activityBinding":{"activity_ids":["act-482568b7e01b75395a067c6e","act-30612d37892f509f781f480d","act-8866b167802d2b34eb211d4f","act-0df29c152b8fa848521d6607"],"activity_refs":["a8","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s10","s11","s12"],"context_evidence_ids":["s6","s8","s9"]},"scope":{"activity_evidence_ids":["s7","s10","s11","s12"],"context_evidence_ids":["s5","s6","s8","s9"]}},"check_units":{"purpose":["a8","a11","a12","a13"],"scope":["a8","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a8","a11","a12"],"pathway":"innovation_capacity","selected_units":[{"activity_id":"act-482568b7e01b75395a067c6e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-30612d37892f509f781f480d","conditions":null,"description":"The project will consult with solar-cell manufacturing companies to focus on materials and processes relevant for large-scale production.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-0df29c152b8fa848521d6607","conditions":null,"description":"The project will establish R&D collaborations with the industry and find partners for licensing the technology.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"277086684ae14da32fb750aed353e100dbf824501ac5cd7d3458fbcff17858f9","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:782fb4f9ba91a2fcaac755e1b5178d2cb7dc14b880e3c82660a8f818ad314edb","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.”","modality":"planned","hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nWe will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nWe will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","reason":"purpose: The project develops a protecting element for perovskite solar cells to enable mass production, representing an industrial process change for cleaner technology adoption.\nscope: The project targets industrial manufacturing processes (vacuum to solution printing) to improve resource efficiency and environmental soundness in solar cell production.","checks":[{"evidence_ids":["s7","s11","s6"],"id":"purpose","missing_evidence":null,"reason":"The project develops a protecting element for perovskite solar cells to enable mass production, representing an industrial process change for cleaner technology adoption.","status":"supported"},{"evidence_ids":["s11","s6","s7","s10"],"id":"scope","missing_evidence":null,"reason":"The project targets industrial manufacturing processes (vacuum to solution printing) to improve resource efficiency and environmental soundness in solar cell production.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1578,"kind":"text","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","start":1432,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":1431,"kind":"text","quote":"We will consult with solar-cell manufacturing companies to solely focus on materials and processes relevant and feasible for large-scale production.","start":1283,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"782fb4f9ba91a2fcaac755e1b5178d2cb7dc14b880e3c82660a8f818ad314edb","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-26T23:50:59.482599+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-8866b167802d2b34eb211d4f","activity_ref":"a11","claim_unit_candidates":["a11"],"end":1578,"evidence_id":"s11","ownership":"current_project","quote":"We will optimize our current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","quote_sha256":"1f5f3078ea787e38056d5a3c87dc5a416d8291c423f2ccd4224240678bbe6b01","role":"activity","source_span_id":"1803aede31e11ed70d3a926b1a361beb99100c632d8e72317bb448621d4eeb23","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1432},"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e","act-8866b167802d2b34eb211d4f"],"activity_refs":["a7","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s11"],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s11"],"context_evidence_ids":["s6","s7","s10"]}},"check_units":{"purpose":["a7","a11"],"scope":["a11"]},"code_owned_checks":[],"model_selected_units":["a7","a11"],"pathway":"a7 -> a11","selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-8866b167802d2b34eb211d4f","conditions":null,"description":"The project will optimize current vacuum processing steps and expand to solution processing technologies compatible with industrial printing processes.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:9fd4fb2525f0fe0e36353393f2d797edf90573318d03d1f77adc6261fa571acd","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nOur goal is to develop a fully integrated and mass-production compatible version of our protecting element.","reason":"purpose: The project targets stability of perovskite solar cells, not urban environmental impacts like air pollution or waste.\nscope: The project addresses solar cell stability, lacking any link to city or urban systems required by the scope criterion.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project targets stability of perovskite solar cells, not urban environmental impacts like air pollution or waste.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project addresses solar cell stability, lacking any link to city or urban systems required by the scope criterion.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"9fd4fb2525f0fe0e36353393f2d797edf90573318d03d1f77adc6261fa571acd","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T17:07:46.190183+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:13326c8cd11464b20793142a3b462038fddaa108252f6e853091179db9572ea5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","reason":"purpose: The project develops a protecting element to improve stability, not a change in how a product is produced, consumed, or disposed of. It does not alter material/resource use or waste streams in a named sector.\nscope: The activity targets perovskite solar cells, a specific product in the photovoltaic sector, which is identifiable. No geographic restriction is mentioned.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project develops a protecting element to improve stability, not a change in how a product is produced, consumed, or disposed of. It does not alter material/resource use or waste streams in a named sector.","status":"not_met"},{"evidence_ids":["s7","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The activity targets perovskite solar cells, a specific product in the photovoltaic sector, which is identifiable. No geographic restriction is mentioned.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"13326c8cd11464b20793142a3b462038fddaa108252f6e853091179db9572ea5","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:10:49.424638+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s5","s6"]}},"check_units":{"purpose":[],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.2","name":"By 2030, achieve the sustainable management and efficient use of natural resources","uri":"http://data.europa.eu/sdg/12.2","state":"no_mapping","strength":"partial","assertionId":"mapping:644a0bdcf54668420ada83e7355902137073173ed45865664939c0f1a567f190","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","reason":"purpose: The project aims to develop a protecting element for solar cells, not to improve the sustainable management or efficient use of a natural resource.\nscope: The project does not identify a specific natural resource for management or efficiency improvement; it focuses on stabilizing a technology.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a protecting element for solar cells, not to improve the sustainable management or efficient use of a natural resource.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The project does not identify a specific natural resource for management or efficiency improvement; it focuses on stabilizing a technology.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"644a0bdcf54668420ada83e7355902137073173ed45865664939c0f1a567f190","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d09a169a6922b6927d6d6a27e7ec9300e4df3cfd66f2b1e06da65f66307bfac0","recordedAt":"2026-09-29T14:10:49.427269+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"no_mapping","strength":"partial","assertionId":"mapping:b9fc48e11804320e2971a12bde2fe14a538df45dcdb7c66ec283f42b5e2ccfd1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","reason":"purpose: The project aims to develop a protecting element to improve stability, not to prevent, reduce, recycle, or reuse waste. The activity does not address the specific condition of waste management.\nscope: The activity targets a protecting element for solar cells to prevent damage, not an identifiable waste stream, discarded material, or a waste-generating process.","checks":[{"evidence_ids":["s7","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop a protecting element to improve stability, not to prevent, reduce, recycle, or reuse waste. The activity does not address the specific condition of waste management.","status":"not_met"},{"evidence_ids":["s7","s6"],"id":"scope","missing_evidence":null,"reason":"The activity targets a protecting element for solar cells to prevent damage, not an identifiable waste stream, discarded material, or a waste-generating process.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"b9fc48e11804320e2971a12bde2fe14a538df45dcdb7c66ec283f42b5e2ccfd1","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b6698c9f43e7c840d0261f3200998f123e96fb201f8d97dc17d14f12b58c2281","recordedAt":"2026-09-29T14:10:49.428540+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-b75006206f42c91f886ccb2e"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-b75006206f42c91f886ccb2e","conditions":null,"description":"The project will develop a fully integrated and mass-production compatible version of a protecting element for perovskite solar cells.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:2a624a14c1fd4038e841eb2e044833a2f6a79c5c458f9779c5d61cc2137c0a4b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The European Green Deal aims for a climate neutral EU in 2050.\n\nThis can only be achieved by novel technologies, amongst them renewable energy sources.\n\nPhotovoltaics has proven viable but requires improvements in terms of its environmental footprint.\n\nThus, efficiency must be maximized and energy and raw materials used for production minimized.\n\nThe recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.\n\nHowever, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.\n\nOur goal is to develop a fully integrated and mass-production compatible version of our protecting element.","reason":"purpose: The project focuses on solar cell stability, not preventing non-communicable diseases or promoting mental health.\nscope: The selected work addresses solar energy technology, which is unrelated to human non-communicable diseases or mental health.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on solar cell stability, not preventing non-communicable diseases or promoting mental health.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The selected work addresses solar energy technology, which is unrelated to human non-communicable diseases or mental health.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":62,"kind":"text","quote":"The European Green Deal aims for a climate neutral EU in 2050.","start":0,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":150,"kind":"text","quote":"This can only be achieved by novel technologies, amongst them renewable energy sources.","start":63,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":249,"kind":"text","quote":"Photovoltaics has proven viable but requires improvements in terms of its environmental footprint.","start":151,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":344,"kind":"text","quote":"Thus, efficiency must be maximized and energy and raw materials used for production minimized.","start":250,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":458,"kind":"text","quote":"The recently emerged research field of perovskite solar cells (PSCs) might provide an answer to these challenges.","start":345,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":851,"kind":"text","quote":"However, PSCs face one huge obstacle on their way towards commercialization: They are not stable under all operational conditions, in particular they are easily damaged when they are integrated into solar modules, where part of the module(s) might be shaded.This work provides a fully novel and unique solution, which protects the PSC and allows harvesting the energy of the non-shaded cells.","start":459,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"},{"end":959,"kind":"text","quote":"Our goal is to develop a fully integrated and mass-production compatible version of our protecting element.","start":852,"text_hash":"3cad17729139e86833e9fea2fab7e45ccd7d7a3843627237a1a9a286e2e7d2c7"}],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","originalAssertionId":"2a624a14c1fd4038e841eb2e044833a2f6a79c5c458f9779c5d61cc2137c0a4b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-28T17:07:46.212093+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"6e8ab708dfe667a37f9ee58bc1778d1d48d9dfdbf81f9ced68613f89a6914fe3","sheet_sha256":"a8fe2f6971ca369aaeeab3b6c7c3388c4b00359b4c5b15fef218430217f651cf","sheet_version":"mesh-activity-sheet-v3","source_version":"0c859ff13f614f53559c7a080dd24018f86ae34d5145038e9b5e3263419f05aa","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4d74a3222890f953d9c746f83397bf5396f803e7ddc15523189269717f85a34d","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MemStabSol","title":"Integrated Novel Bypass Element Enabling Stable Perovskite Solar Cells and Modules for Mass Production","status":"SIGNED","startDate":"2026-01-01","endDate":"2027-06-30","ecSignatureDate":"2025-11-18","totalCost":0.0,"ecMaxContribution":150000.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC-POC","masterCall":"ERC-2025-POC","subCall":"ERC-2025-POC","grantDoi":"10.3030/101248581","keywords":["perovskite solar cells","photovoltaics"],"contentUpdateDate":"2025-11-24 01:44:29","topics":[{"code":"ERC-2025-POC","title":"ERC PROOF OF CONCEPT GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/25/67/425/1169/1685/98939167","path":"engineering and technology/environmental engineering/energy and fuels/renewable energy/solar energy/photovoltaic","title":"photovoltaic"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"ZURCHER HOCHSCHULE FUR ANGEWANDTE WISSENSCHAFTEN","shortName":"ZHAW","role":"coordinator","country":"CH","city":"Winterthur","activityType":"HES","sme":false,"ecContribution":150000.0,"totalCost":0.0,"geolocation":[47.50564,8.72413],"order":1}],"topicDetails":[{"identifier":"ERC-2025-POC","title":"ERC PROOF OF CONCEPT GRANTS","callIdentifier":"ERC-2025-POC","callTitle":"Call for proposals for ERC Proof of Concept Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC-POC HORIZON ERC Proof of Concept Grants","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2024-11-13","deadlineDates":["2025-03-13","2025-09-18"],"budget":{"budgetByYear":{"2025":"30000000"},"expectedGrants":200,"minContribution":150000,"maxContribution":150000,"deadlineModel":"multiple cut-off"},"keywords":[],"description":"Objective:\nObjectives\nThe ERC Proof of Concept Grants aim at facilitating exploration of the commercial and social innovation potential of ERC funded research and are therefore available only to Principal Investigators whose proposals draw substantially on their ERC funded research.\nScope:\nSize of ERC Proof of Concept Grants: The financial contribution will be awarded as a lump sum of EUR 150 000 for a period of 18 months. The ERC expects that normally proof of concept activities should be completed within 12 months. However, to allow for those projects that require more preparation time, the grant agreements will be signed for 18 months. Extensions of the duration of proof of concept projects may be granted only exceptionally.\nThe lump sum will cover the beneficiaries' direct and indirect eligible costs for the project: if the project is implemented properly the amounts will be paid regardless of the costs actually incurred. The lump sum has been designed to cover the beneficiaries’ personnel costs, subcontracting, purchase costs, other cost categories and indirect costs.\nProfile of the ERC Proof of Concept Eligible Principal Investigator\nAll Principal Investigators in one of the main grants are eligible to participate and apply for an ERC Proof of Concept Grant. Principal Investigators in an ongoing main grant or in a main grant that has ended after 1 January 2024 are eligible to apply. For further information please see the ERC Work Programme 2025.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2025-POC"}]}}
{"id":"101203809","acronym":"Horti-Predict","name":"HORTI-PREDICT: A multi-omics framework for accelerating genetic gain in horticultural crops","offer":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model. Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace. Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process. While effective in major cereal crops, predictive breeding has been underutilised in horticulture. This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement. To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools. Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops. Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue. All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","objective":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model. Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace. Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process. While effective in major cereal crops, predictive breeding has been underutilised in horticulture. This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement. To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools. Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops. Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue. All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalSourceVersion":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","textHash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5","sourceUrl":"https://cordis.europa.eu/project/id/101203809","country":"DE","participantCountries":["DE"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-10-28 17:37:05","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"13.3","name":"Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning","uri":"http://data.europa.eu/sdg/13.3","state":"no_mapping","strength":"partial","assertionId":"mapping:2c50a112e18302b58098fd64ba48003bfb6fd6e0cd100cbf187d8b2f663c10a7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project focuses on developing predictive breeding methods and tools for genetic gain in horticulture, not on improving education, awareness, or human/institutional capacity regarding climate change.\nscope: The project addresses climate adaptation but does not involve identifiable capacity or learning activities; it is purely technical research without a capacity-building component.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing predictive breeding methods and tools for genetic gain in horticulture, not on improving education, awareness, or human/institutional capacity regarding climate change.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses climate adaptation but does not involve identifiable capacity or learning activities; it is purely technical research without a capacity-building component.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"2c50a112e18302b58098fd64ba48003bfb6fd6e0cd100cbf187d8b2f663c10a7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d34b473d81b1efd97ead706c230e2783a03feae1367717572aff3d5253c844b1","recordedAt":"2026-09-28T21:07:44.623131+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:3f69a05e0c3c39fc63c8c74f2df18cfb3df9e8c8ab7c5b9965d601ffae594260","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project focuses on horticultural crops (grapevine, apple) and terrestrial genetic improvement, not oceans or marine resources.\nscope: The target ecosystem is horticulture (terrestrial), not marine; no ocean conservation or sustainable use is involved.","checks":[{"evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on horticultural crops (grapevine, apple) and terrestrial genetic improvement, not oceans or marine resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The target ecosystem is horticulture (terrestrial), not marine; no ocean conservation or sustainable use is involved.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"3f69a05e0c3c39fc63c8c74f2df18cfb3df9e8c8ab7c5b9965d601ffae594260","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T09:43:07.827265+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:3004964c5009afb3f92178e29242d87b8649da382482dfa4b480b976f06244ac","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","reason":"purpose: The project focuses on accelerating genetic gain in horticultural crops via predictive breeding. This addresses agricultural productivity and climate adaptation, not the protection, restoration, or sustainable management of terrestrial ecosystems, forests, or halting biodiversity loss as defined by SDG 15.\nscope: The subject of the project is horticultural crops (e.g., grapevine, apple) and their genetic improvement. While these are plants, the project does not address terrestrial ecosystems, forests, land degradation, or relevant biodiversity as the primary subject of study or intervention.","checks":[{"evidence_ids":["s1","s2","s3","s5","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on accelerating genetic gain in horticultural crops via predictive breeding. This addresses agricultural productivity and climate adaptation, not the protection, restoration, or sustainable management of terrestrial ecosystems, forests, or halting biodiversity loss as defined by SDG 15.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s7","s9"],"id":"scope","missing_evidence":null,"reason":"The subject of the project is horticultural crops (e.g., grapevine, apple) and their genetic improvement. While these are plants, the project does not address terrestrial ecosystems, forests, land degradation, or relevant biodiversity as the primary subject of study or intervention.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"3004964c5009afb3f92178e29242d87b8649da382482dfa4b480b976f06244ac","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T09:43:07.828744+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s7","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.6","name":"Promote fair and equitable sharing of the benefits arising from the utilization of genetic resources and promote appropriate access to such resources, as internationally agreed","uri":"http://data.europa.eu/sdg/15.6","state":"no_mapping","strength":"partial","assertionId":"mapping:35d9659aeaaf2a34a1fc309349b1013798672039d4f8515fabcf4325eac134f2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project focuses on developing predictive breeding methods and tools for genetic gain, not on sharing benefits or access to genetic resources.\nscope: The project does not concern genetic resources access or benefit sharing governance; it addresses methodological development for crop improvement.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing predictive breeding methods and tools for genetic gain, not on sharing benefits or access to genetic resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project does not concern genetic resources access or benefit sharing governance; it addresses methodological development for crop improvement.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"35d9659aeaaf2a34a1fc309349b1013798672039d4f8515fabcf4325eac134f2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"53ff10ec92e236e19aff708f147d04f0cdccb1dc4f22603dc0e758c63a66e675","recordedAt":"2026-09-27T09:45:03.221774+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:0e13ace96f0ffcc386314e7f777e7770ce1e47a877dcfa6a738519f564597e95","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project focuses on genetic improvement and breeding tools, not integrating ecosystem values into planning or accounts.\nscope: The project targets scientific advances in breeding, not identifiable national or local planning, policy, or accounting processes.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on genetic improvement and breeding tools, not integrating ecosystem values into planning or accounts.","status":"not_met"},{"evidence_ids":["s7","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets scientific advances in breeding, not identifiable national or local planning, policy, or accounting processes.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"0e13ace96f0ffcc386314e7f777e7770ce1e47a877dcfa6a738519f564597e95","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-27T09:45:03.225035+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:ebe788c06f0f4862059b197fd48534b89486d3636536798271e863436bead390","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project develops predictive breeding tools for horticultural crops, which is biological research. It lacks an explicit pathway to reducing hunger, improving nutrition, or promoting sustainable agriculture as defined by SDG 2.\nscope: The project focuses on grapevine and apple, key horticultural species, and aims to increase genetic gain for adaptation. This concerns agricultural systems intended to produce food sustainably, meeting the scope criteria.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project develops predictive breeding tools for horticultural crops, which is biological research. It lacks an explicit pathway to reducing hunger, improving nutrition, or promoting sustainable agriculture as defined by SDG 2.","status":"not_met"},{"evidence_ids":["s7","s9","s1","s2","s3","s4","s5","s6","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on grapevine and apple, key horticultural species, and aims to increase genetic gain for adaptation. This concerns agricultural systems intended to produce food sustainably, meeting the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"ebe788c06f0f4862059b197fd48534b89486d3636536798271e863436bead390","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T17:30:12.434401+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-fe0c30c7b831d09e2b3fd88f","act-da04ee386fafa6584008cd25","act-93dbe383c83c839bbd9749d7"],"activity_refs":["a11","a15","a16"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":["s7","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s8"]}},"check_units":{"purpose":[],"scope":["a11","a15","a16"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9","a11","a12","a13","a14","a15","a16"],"pathway":null,"selected_units":[{"activity_id":"act-fe0c30c7b831d09e2b3fd88f","conditions":null,"description":"The project will explore grapevine and apple as use cases, with methodology and tools also relevant for other crops.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-da04ee386fafa6584008cd25","conditions":null,"description":"The outcomes contribute to scientific advances in breeding methodology or improved trait knowledge.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a15","role":"output","support_eligible":true},{"activity_id":"act-93dbe383c83c839bbd9749d7","conditions":null,"description":"The outcomes collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a16","role":"dissemination","support_eligible":true}],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.3","name":"By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment","uri":"http://data.europa.eu/sdg/2.3","state":"no_mapping","strength":"partial","assertionId":"mapping:2934d08a98002318c028838bfbb2ab74d5fdb6c4b6e46c08091fa51523afe956","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project aims to improve genetic gain in horticultural crops via predictive breeding, not to directly increase productivity or incomes of small-scale food producers.\nscope: The project targets horticultural crops (grapevine, apple) and breeders, with no explicit mention of small-scale food producers as intended beneficiaries.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve genetic gain in horticultural crops via predictive breeding, not to directly increase productivity or incomes of small-scale food producers.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets horticultural crops (grapevine, apple) and breeders, with no explicit mention of small-scale food producers as intended beneficiaries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"2934d08a98002318c028838bfbb2ab74d5fdb6c4b6e46c08091fa51523afe956","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"09d0adef1f887fcbf59dfb3b7adeec0dd534139f97382f8f7c115d12b328f8c1","recordedAt":"2026-09-27T09:45:03.227757+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9","a11","a12","a13","a14","a15","a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:280711fcbcab33dff38658b832a364c99d4330cd6d061bf6dca06c9f5afc5ead","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: The project focuses on developing predictive breeding methods and tools for genetic gain, not on implementing sustainable food-production systems or resilient agricultural practices.\nscope: The project addresses climate adaptation in horticulture but does not develop or implement the specified agricultural practices or food-production systems required by the criterion.","checks":[{"evidence_ids":["s1","s2","s3","s5","s6","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing predictive breeding methods and tools for genetic gain, not on implementing sustainable food-production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s6","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses climate adaptation in horticulture but does not develop or implement the specified agricultural practices or food-production systems required by the criterion.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"280711fcbcab33dff38658b832a364c99d4330cd6d061bf6dca06c9f5afc5ead","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-26T08:59:33.397012+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"354eef2946c56bb58a2d5ac403f6e375cb778d0937f640c19b96931e7a049a46","sheet_sha256":"215e4fb69af52d0fb4c25e39c2c26bfc49df6acfd094373bb851d341677c7931","sheet_version":"mesh-activity-sheet-v2","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.5","name":"By 2020, maintain the genetic diversity of seeds, cultivated plants and farmed and domesticated animals and their related wild species, including through soundly managed and diversified seed and plant banks at the national, regional and international levels, and promote access to and fair and equitable sharing of benefits arising from the utilization of genetic resources and associated traditional knowledge, as internationally agreed","uri":"http://data.europa.eu/sdg/2.5","state":"no_mapping","strength":"partial","assertionId":"mapping:ae5c608cfb580a33cf8c0d732cfc3d02cc9f0b7b6c486085e3aede33a4688839","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nWhile effective in major cereal crops, predictive breeding has been underutilised in horticulture.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.\n\nSpecifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","reason":"purpose: Project focuses on predictive breeding methods and tools, not maintaining genetic diversity or benefit-sharing.\nscope: Project targets genetic gain via prediction, not conserving diversity or sharing benefits from genetic resources.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on predictive breeding methods and tools, not maintaining genetic diversity or benefit-sharing.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"Project targets genetic gain via prediction, not conserving diversity or sharing benefits from genetic resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":523,"kind":"text","quote":"While effective in major cereal crops, predictive breeding has been underutilised in horticulture.","start":425,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1569,"kind":"text","quote":"Specifically, the project will result in three open-access outcomes (1) An end-to-end framework to produce high-quality omics data, (2) Advanced predictive breeding models, and (3) a deployable breeding tool in the form of a haplotype catalogue.","start":1324,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"ae5c608cfb580a33cf8c0d732cfc3d02cc9f0b7b6c486085e3aede33a4688839","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d7c81faf733af9570e16374c9ffd54456a00ffb9adb3eb602f29824e81eaafc2","recordedAt":"2026-09-26T17:32:16.244306+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9","a11","a12","a13","a14","a15","a16"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:c1639c2469ca2bc942068f656a3224b6a7393cfc255e0c162b3e780884f728e6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.\n\nGenetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.\n\nPredictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.\n\nThis project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.\n\nTo achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.\n\nAll outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.\n\nGrapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","reason":"purpose: The project focuses on horticultural crop genetic gain, not human health. No stated mechanism links plant breeding to human well-being.\nscope: The project targets horticultural crops, not human populations. No explicit intended outcome for human healthy lives exists.","checks":[{"evidence_ids":["s1","s2","s3","s5","s6","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on horticultural crop genetic gain, not human health. No stated mechanism links plant breeding to human well-being.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s5","s6","s7","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets horticultural crops, not human populations. No explicit intended outcome for human healthy lives exists.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":120,"kind":"text","quote":"Horticultural crops face the urgent need for climate adaptation and a shift towards a more sustainable production model.","start":0,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":256,"kind":"text","quote":"Genetic improvement through conventional breeding is one of the most viable and sustainable solutions yet is hampered by its slow pace.","start":121,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":424,"kind":"text","quote":"Predictive breeding, and the integration of new omics resources, is on the cutting-edge of breeding science and offers a potential solution to accelerate this process.","start":257,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":758,"kind":"text","quote":"This project will harness this opportunity and develop novel predictive breeding methods by uniquely combining multi-omics data and advanced prediction models to speed up the breeding cycle to increase the rate of genetic improvement.","start":524,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1101,"kind":"text","quote":"To achieve this the applicant will (1) generate high-quality multi-omics data, (2) develop models incorporating multi-omics data and genotype-by-environment interaction terms in order to increase the predictive ability of the model, (3) validate the models and create haplotype catalogues in order to develop practical breeder-friendly tools.","start":759,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1799,"kind":"text","quote":"All outcomes contribute to scientific advances in either breeding methodology or improved trait knowledge and collectively work towards increased genetic gain for enhanced adaptation of horticultural crops to future environments.","start":1570,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"},{"end":1323,"kind":"text","quote":"Grapevine and apple are two of the most important horticultural species in Europe and will be explored as use cases in the project, however the methodology and tools developed will also be highly relevant for other crops.","start":1102,"text_hash":"e1a61154c00004232bb0a0ed6ffce84487787e8429dd452234972ee88801c6f5"}],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","originalAssertionId":"c1639c2469ca2bc942068f656a3224b6a7393cfc255e0c162b3e780884f728e6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T09:45:03.229249+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s5","s6","s7","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a15"],"pathway":null,"selected_units":[],"sheet_cache_key":"b9aaae1ce52dcebd9ede05b9ec45bf69e1dcc239900281877b63b66030f2e5fb","sheet_sha256":"9d5619d9a971a3dd2ca059eb634c5f72af1c6d8e091ac510be34eb896564c4a0","sheet_version":"mesh-activity-sheet-v3","source_version":"be3071585e2bad33547dda604fc159013ae72d537269464b215cc4bae5ff8d7c","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","uri":"http://data.europa.eu/sdg/13","name":"Take urgent action to combat climate change and its impacts","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.4","uri":"http://data.europa.eu/sdg/14.4","name":"By 2020, effectively regulate harvesting and end overfishing, illegal, unreported and unregulated fishing and destructive fishing practices and implement science-based management plans, in order to restore fish stocks in the shortest time feasible, at least to levels that can produce maximum sustainable yield as determined by their biological characteristics","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.a","uri":"http://data.europa.eu/sdg/2.a","name":"Increase investment, including through enhanced international cooperation, in rural infrastructure, agricultural research and extension services, technology development and plant and livestock gene banks in order to enhance agricultural productive capacity in developing countries, in particular least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.b","uri":"http://data.europa.eu/sdg/2.b","name":"Correct and prevent trade restrictions and distortions in world agricultural markets, including through the parallel elimination of all forms of agricultural export subsidies and all export measures with equivalent effect, in accordance with the mandate of the Doha Development Round","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.1","uri":"http://data.europa.eu/sdg/3.1","name":"By 2030, reduce the global maternal mortality ratio to less than 70 per 100,000 live births","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4de2c3acf31107084131c01d7e1a41164baf9d489855080cb3c7be383d849560","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"Horti-Predict","title":"HORTI-PREDICT: A multi-omics framework for accelerating genetic gain in horticultural crops","status":"SIGNED","startDate":"2025-07-15","endDate":"2027-07-14","ecSignatureDate":"2025-03-31","totalCost":0.0,"ecMaxContribution":202125.12,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2024-PF-01","subCall":"HORIZON-MSCA-2024-PF-01","grantDoi":"10.3030/101203809","keywords":["Predictive breeding","genotype-by-environment interactions","multi-omics","horticulture","apple","grapevine"],"contentUpdateDate":"2025-10-28 17:37:05","topics":[{"code":"HORIZON-MSCA-2024-PF-01-01","title":"MSCA Postdoctoral Fellowships 2024"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/27/81/30021/499","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/horticulture","title":"horticulture"},{"code":"/27/81/30021/30833628/8144402","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/grains and oilseeds/cereals","title":"cereals"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":40.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"HOCHSCHULE GEISENHEIM","shortName":null,"role":"coordinator","country":"DE","city":"Geisenheim","activityType":"HES","sme":false,"ecContribution":202125.12,"totalCost":0.0,"geolocation":[49.9844127,7.9613317],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2024-PF-01-01","title":"MSCA Postdoctoral Fellowships 2024","callIdentifier":"HORIZON-MSCA-2024-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2024","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2024-04-23","deadlineDates":["2024-09-11"],"budget":{"budgetByYear":{"2024":"354603694"},"expectedGrants":0,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:Project results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers undertaking international mobility. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months of such secondments can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers opting for a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a non-academic placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills, foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science), foster good scientific conduct such as research integrity and promote Open Science practices (open access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aiming at opening science and research to citizens. The Plan will have to be submitted as a project deliverable at the beginning","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2024-PF-01-01"}]}}
{"id":"101114283","acronym":"iTOP-RAS","name":"Development of Innovative Tools for OPtimal management of Recirculating Aquaculture Systems","offer":"Aquaculture is the world’s fastest-growing agri-tech sector. To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability. Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams. However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup. The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time. Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace. However, the team lacks experience in business development and management and is looking for mentorship and coaching. In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy. Lastly, we aim to promote awareness of the NOxAqua brand. As so, we are a good fit for the Women TechEU program.","objective":"Aquaculture is the world’s fastest-growing agri-tech sector. To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability. Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams. However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup. The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time. Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace. However, the team lacks experience in business development and management and is looking for mentorship and coaching. In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy. Lastly, we aim to promote awareness of the NOxAqua brand. As so, we are a good fit for the Women TechEU program.","sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalSourceVersion":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","textHash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48","sourceUrl":"https://cordis.europa.eu/project/id/101114283","country":"PT","participantCountries":["PT"],"programme":"HORIZON","status":"CLOSED","sourceUpdated":"2023-06-28 17:09:18","locations":[],"goal":6,"goalIds":[6,8],"rels":[{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"supported","strength":"strong","assertionId":"mapping:a6d963424dac902cd70542da8db0e4d19ebf93bdf5d2a78bfcab8bf7e86dd69c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.”","modality":"planned","hypothesis":null,"quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nAquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: The project explicitly addresses water quality by developing biosensors to monitor toxic nitrogen compounds (ammonia, nitrite, nitrate) in recirculating aquaculture systems, preventing fish death and managing waste.\nscope: The project targets the water quality pathway by monitoring pollutants (ammonia, nitrite, nitrate) in recirculating aquaculture systems, directly benefiting the water resource management and quality of the aquatic ecosystem.","checks":[{"evidence_ids":["s4","s5","s6","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly addresses water quality by developing biosensors to monitor toxic nitrogen compounds (ammonia, nitrite, nitrate) in recirculating aquaculture systems, preventing fish death and managing waste.","status":"supported"},{"evidence_ids":["s4","s5","s6","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets the water quality pathway by monitoring pollutants (ammonia, nitrite, nitrate) in recirculating aquaculture systems, directly benefiting the water resource management and quality of the aquatic ecosystem.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"a6d963424dac902cd70542da8db0e4d19ebf93bdf5d2a78bfcab8bf7e86dd69c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T07:23:31.910382+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1043,"evidence_id":"s5","ownership":"current_project","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","quote_sha256":"b44f2b26b017374c1ff3bcba984d215601c28b78650e151ea1ac747743d690a8","role":"output","source_span_id":"1aecfcd1714a2c62c20d40463173f1370fd14c1b542a14a10f15111d2bbf1f52","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":897},"activityBinding":{"activity_ids":["act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a5","a6","a7","a8"],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":"a5 -> a6 -> a7","selected_units":[{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"water_quality","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"supported","strength":"strong","assertionId":"mapping:79c5cccaefa43c0ac2180b699a7cec54e04e545eb72b4e5e879af3beb875172f","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.”","modality":"planned","hypothesis":null,"quote":"In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nHowever, the team lacks experience in business development and management and is looking for mentorship and coaching.\n\nAquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: Project activity explicitly targets enterprise development by seeking to update the business plan and market deployment strategy for a startup.\nscope: The identified economic sector is aquaculture, a global industry with no country restriction, satisfying the scope condition.","checks":[{"evidence_ids":["s8","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"Project activity explicitly targets enterprise development by seeking to update the business plan and market deployment strategy for a startup.","status":"supported"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The identified economic sector is aquaculture, a global industry with no country restriction, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1878,"kind":"text","quote":"In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.","start":1730,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1729,"kind":"text","quote":"However, the team lacks experience in business development and management and is looking for mentorship and coaching.","start":1612,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"79c5cccaefa43c0ac2180b699a7cec54e04e545eb72b4e5e879af3beb875172f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d01cf17c7510786d94f88f65ac9d57314979d31276899ddbeb363f976e89d0dd","recordedAt":"2026-09-28T10:08:27.825234+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-d9afa029ca4409753b082d95","activity_ref":"a10","claim_unit_candidates":["a10"],"end":1878,"evidence_id":"s8","ownership":"current_project","quote":"In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.","quote_sha256":"a9c492386c102c2c72c790ec61e9296edf716dcd241f9e0f5c8d2e54e23840e4","role":"activity","source_span_id":"42af9fa238b0557ed1a61c724d7baec94e54105cbf920cee37b6beadeab3b1df","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1730},"activityBinding":{"activity_ids":["act-d9afa029ca4409753b082d95"],"activity_refs":["a10"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a10"],"scope":["a10"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-d9afa029ca4409753b082d95","conditions":null,"description":"The project seeks support to perform customer (re)discovery and update the business plan, market deployment strategy, and IP strategy.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["claim_unit_differs_from_model_choice","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:1bbe8ccff234e273f50f050b66ad156d32ef7feac26de680980a7ec28e70efcc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nHowever, the team lacks experience in business development and management and is looking for mentorship and coaching.\n\nIn addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.\n\nLastly, we aim to promote awareness of the NOxAqua brand.\n\nAs so, we are a good fit for the Women TechEU program.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: The project develops biosensors to monitor nutrients, which is a diagnostic tool. It does not change the production or consumption practice itself, nor does it alter the lifecycle of the product or resource flow as required by SDG 12.\nscope: The project targets Recirculating Aquaculture Systems (RAS), a specific production system, and addresses the management of nitrogen compounds (ammonia, nitrite, nitrate) within that system, satisfying the scope condition.","checks":[{"evidence_ids":["s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project develops biosensors to monitor nutrients, which is a diagnostic tool. It does not change the production or consumption practice itself, nor does it alter the lifecycle of the product or resource flow as required by SDG 12.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets Recirculating Aquaculture Systems (RAS), a specific production system, and addresses the management of nitrogen compounds (ammonia, nitrite, nitrate) within that system, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1729,"kind":"text","quote":"However, the team lacks experience in business development and management and is looking for mentorship and coaching.","start":1612,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1878,"kind":"text","quote":"In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.","start":1730,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1936,"kind":"text","quote":"Lastly, we aim to promote awareness of the NOxAqua brand.","start":1879,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1991,"kind":"text","quote":"As so, we are a good fit for the Women TechEU program.","start":1937,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"1bbe8ccff234e273f50f050b66ad156d32ef7feac26de680980a7ec28e70efcc","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T12:56:43.376452+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":[],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8"],"pathway":"a4 -> a5 -> a6 -> a7 -> a8","selected_units":[{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"de0e421d021926d47965c758a1f83e8734925d70675d6bd45303c3f16c624ca4","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:6fe96ec73d46003014fcef818549b8bb36a3e5a73e1100b5b10bb1018658453a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: The project develops sensors to detect chemicals, not to manage them or reduce releases. Detection alone does not establish environmentally sound management per prohibited leaps.\nscope: The project targets specific nitrogen compounds (ammonia, nitrite, nitrate) in RAS, identifying the chemical stream and its release pathway within the aquaculture life cycle.","checks":[{"evidence_ids":["s5","s6","s4"],"id":"purpose","missing_evidence":null,"reason":"The project develops sensors to detect chemicals, not to manage them or reduce releases. Detection alone does not establish environmentally sound management per prohibited leaps.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets specific nitrogen compounds (ammonia, nitrite, nitrate) in RAS, identifying the chemical stream and its release pathway within the aquaculture life cycle.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"6fe96ec73d46003014fcef818549b8bb36a3e5a73e1100b5b10bb1018658453a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T12:58:41.772138+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":null,"selected_units":[{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"de0e421d021926d47965c758a1f83e8734925d70675d6bd45303c3f16c624ca4","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"chemical_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:d279a33e17c4dec238b64cfe68e8ea8cc3224e7b8784960057d607d7bc3d5007","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nAquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","reason":"purpose: The project targets freshwater aquaculture (RAS) and nitrogen management in closed systems, not oceans or marine resources. This fails the explicit conservation of marine resources condition.\nscope: The ecosystem is freshwater aquaculture, not marine. The project purpose explicitly excludes oceans, failing the requirement that the resource be marine.","checks":[{"evidence_ids":["s5","s6","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project targets freshwater aquaculture (RAS) and nitrogen management in closed systems, not oceans or marine resources. This fails the explicit conservation of marine resources condition.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The ecosystem is freshwater aquaculture, not marine. The project purpose explicitly excludes oceans, failing the requirement that the resource be marine.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"d279a33e17c4dec238b64cfe68e8ea8cc3224e7b8784960057d607d7bc3d5007","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T07:23:31.902130+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-8ad72e6981b864dc8bae8928","act-5ff90504e3799c810b8f199c","act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a3","a4","a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s5","s6"],"context_evidence_ids":["s3","s4"]},"scope":{"activity_evidence_ids":["s3","s4","s5","s6"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a6","a7","a8"],"scope":["a3","a4","a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":null,"selected_units":[{"activity_id":"act-8ad72e6981b864dc8bae8928","conditions":null,"description":"Recirculating aquaculture systems (RAS) are land-based fish farming systems designed to control culture conditions, increase biosecurity, minimize water consumption, and manage waste streams.","evidence_ids":["s3"],"modality":"not_applicable","ownership":"not_project_work","ref":"a3","role":"background","support_eligible":false},{"activity_id":"act-5ff90504e3799c810b8f199c","conditions":null,"description":"RAS water monitoring systems lack real-time sensors to quantify toxic compounds like ammonia, nitrite, and nitrate, which can cause sudden death of a full production cycle.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:aaf683c08529b18ca8893ac1c8b69c0c4a358625e98a64e478dfd49260256f49","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nAquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: The project develops sensors for aquaculture, but lacks a stated pathway to reducing hunger or improving nutrition in people.\nscope: The project concerns aquaculture, an agricultural system intended to produce food sustainably, meeting the scope criteria.","checks":[{"evidence_ids":["s4","s5","s6","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project develops sensors for aquaculture, but lacks a stated pathway to reducing hunger or improving nutrition in people.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"The project concerns aquaculture, an agricultural system intended to produce food sustainably, meeting the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"aaf683c08529b18ca8893ac1c8b69c0c4a358625e98a64e478dfd49260256f49","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-27T20:24:30.795686+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-5ff90504e3799c810b8f199c","act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a4","a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a6","a7","a8"],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":null,"selected_units":[{"activity_id":"act-5ff90504e3799c810b8f199c","conditions":null,"description":"RAS water monitoring systems lack real-time sensors to quantify toxic compounds like ammonia, nitrite, and nitrate, which can cause sudden death of a full production cycle.","evidence_ids":["s4"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:ed72cc8be250c4c1c473c1fdd35e073aa404b0c727ae4cfc55cf45bff7e1d5e0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Aquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","reason":"purpose: The project develops biosensors for aquaculture, not sustainable food-production systems or resilient agricultural practices. It addresses water quality but does not implement the specified contribution of ecosystem maintenance, climate adaptation, or land improvement.\nscope: While aquaculture is agricultural, the project's contribution is a diagnostic tool (biosensor) for water quality, not a food-production system or agricultural practice itself. It lacks the required link to production or resilience.","checks":[{"evidence_ids":["s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project develops biosensors for aquaculture, not sustainable food-production systems or resilient agricultural practices. It addresses water quality but does not implement the specified contribution of ecosystem maintenance, climate adaptation, or land improvement.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"While aquaculture is agricultural, the project's contribution is a diagnostic tool (biosensor) for water quality, not a food-production system or agricultural practice itself. It lacks the required link to production or resilience.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"ed72cc8be250c4c1c473c1fdd35e073aa404b0c727ae4cfc55cf45bff7e1d5e0","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-27T07:23:31.908300+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:8b282907cb7cb052d4e3b0fc967e4d7914213fc372d1dc13a633d42438d2550a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","reason":"purpose: The project develops biosensors for fish farming (aquaculture) to monitor water quality. This addresses animal health and mortality, not human non-communicable diseases or mental health.\nscope: The intervention targets fish in recirculating aquaculture systems. It does not concern human non-communicable diseases, premature human mortality, or human mental health and well-being.","checks":[{"evidence_ids":["s5","s4"],"id":"purpose","missing_evidence":null,"reason":"The project develops biosensors for fish farming (aquaculture) to monitor water quality. This addresses animal health and mortality, not human non-communicable diseases or mental health.","status":"not_met"},{"evidence_ids":["s5","s4"],"id":"scope","missing_evidence":null,"reason":"The intervention targets fish in recirculating aquaculture systems. It does not concern human non-communicable diseases, premature human mortality, or human mental health and well-being.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"8b282907cb7cb052d4e3b0fc967e4d7914213fc372d1dc13a633d42438d2550a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-28T20:08:09.417457+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-1c520296ed5ea6ed4ec1dcf1"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s4"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true}],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:6b78bf92259c7675a8408bbeec82029b050c14d2bd122d0d01afe2403b901aaf","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","reason":"purpose: The project addresses pollution in aquaculture systems but does not explicitly investigate or act on a pathway to reducing human illness or death caused by hazardous chemicals or pollution.\nscope: The source connects nitrogen compounds to fish mortality, not human health. The project's work addresses fish safety, not human illness or death from pollution.","checks":[{"evidence_ids":["s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project addresses pollution in aquaculture systems but does not explicitly investigate or act on a pathway to reducing human illness or death caused by hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The source connects nitrogen compounds to fish mortality, not human health. The project's work addresses fish safety, not human illness or death from pollution.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"6b78bf92259c7675a8408bbeec82029b050c14d2bd122d0d01afe2403b901aaf","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T20:08:51.856233+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7"],"pathway":"a4 -> a5 -> a6 -> a7","selected_units":[],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:both","navigationEligible":false},{"code":"5","name":"Achieve gender equality and empower all women and girls","uri":"http://data.europa.eu/sdg/5","state":"no_mapping","strength":"partial","assertionId":"mapping:cafc10527bb40e75c21761636077a42948f2cd4999b518818aa780a32eda65d0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"As so, we are a good fit for the Women TechEU program.","reason":"purpose: The project's stated purpose is to develop biosensors for aquaculture management, not to address gender inequality or women's empowerment.\nscope: The project's scope concerns aquaculture technology, not gender equality or the empowerment of women or girls.","checks":[{"evidence_ids":["s10"],"id":"purpose","missing_evidence":null,"reason":"The project's stated purpose is to develop biosensors for aquaculture management, not to address gender inequality or women's empowerment.","status":"not_met"},{"evidence_ids":["s10"],"id":"scope","missing_evidence":null,"reason":"The project's scope concerns aquaculture technology, not gender equality or the empowerment of women or girls.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1991,"kind":"text","quote":"As so, we are a good fit for the Women TechEU program.","start":1937,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"cafc10527bb40e75c21761636077a42948f2cd4999b518818aa780a32eda65d0","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"01fa39db53aa0491de0fc8c05d1cf353cf509e8d252238d6babc6177eccec90b","recordedAt":"2026-09-26T07:49:41.780643+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"731fcc93eca1ad6c8442c39da021ed745f433d9d180a4537169c867474365594","sheet_sha256":"92b7f608b3189af2f5ed8aa8677da9ddde5873d0e26788660146e45f01ed46fd","sheet_version":"mesh-activity-sheet-v2","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.3","name":"By 2030, improve water quality by reducing pollution, eliminating dumping and minimizing release of hazardous chemicals and materials, halving the proportion of untreated wastewater and substantially increasing recycling and safe reuse globally","uri":"http://data.europa.eu/sdg/6.3","state":"no_mapping","strength":"partial","assertionId":"mapping:0610f03d77415923d41623c3fa135e7f71238ec2c93c37f1c4ef0fa785a51af4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","reason":"purpose: The project plans to develop biosensors for monitoring nitrogen compounds in aquaculture water. This activity provides data on water quality but does not explicitly state that the work improves water quality, reduces pollution, or treats wastewater. Per the rubric, monitoring alone is insufficient to establish the required contribution of improving water quality.\nscope: The project focuses on Recirculating Aquaculture Systems (RAS) and aims to develop sensors to monitor toxic nitrogen compounds (ammonia, nitrite, nitrate) that accumulate in closed water systems. This work directly concerns water contamination and the management of water quality in a recycling context, satisfying the scope condition.","checks":[{"evidence_ids":["s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project plans to develop biosensors for monitoring nitrogen compounds in aquaculture water. This activity provides data on water quality but does not explicitly state that the work improves water quality, reduces pollution, or treats wastewater. Per the rubric, monitoring alone is insufficient to establish the required contribution of improving water quality.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s3"],"id":"scope","missing_evidence":null,"reason":"The project focuses on Recirculating Aquaculture Systems (RAS) and aims to develop sensors to monitor toxic nitrogen compounds (ammonia, nitrite, nitrate) that accumulate in closed water systems. This work directly concerns water contamination and the management of water quality in a recycling context, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"0610f03d77415923d41623c3fa135e7f71238ec2c93c37f1c4ef0fa785a51af4","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"705b8fe5e2afa9b6fcaeee71320e1ecd587670fe50416b823680b5c85f49b3a8","recordedAt":"2026-09-26T07:49:41.782478+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":null,"activityBinding":{"activity_ids":["act-ed25fadadba3cff1d93ae40b","act-1c520296ed5ea6ed4ec1dcf1","act-eb79efa1890663665d860db9","act-02ebdeb94ba3ea5188939fe4"],"activity_refs":["a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s6"]},"scope":{"activity_evidence_ids":["s4","s5","s6"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":[],"scope":["a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7"],"pathway":"planned_research","selected_units":[{"activity_id":"act-ed25fadadba3cff1d93ae40b","conditions":null,"description":"Nitrogen Sensing Solutions proposes a game-changing solution using an innovative biosensing technology mastered by the science-driven startup.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-1c520296ed5ea6ed4ec1dcf1","conditions":null,"description":"The project will develop a portable nitrite biosensor called NO2Aqua that can be easily used onsite to deliver accurate results in real-time.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-eb79efa1890663665d860db9","conditions":null,"description":"The project will develop NOxAqua to monitor three N-nutrients simultaneously and NOxAquaPlus to offer automation in a customized analyzer with a complete sensors package.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-02ebdeb94ba3ea5188939fe4","conditions":null,"description":"The company, founded by a female researcher, aims to take the deep technology developed in her research group to the marketplace.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"731fcc93eca1ad6c8442c39da021ed745f433d9d180a4537169c867474365594","sheet_sha256":"92b7f608b3189af2f5ed8aa8677da9ddde5873d0e26788660146e45f01ed46fd","sheet_version":"mesh-activity-sheet-v2","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:4200f8d6f1dd6c0fbef6be3c39befc59fabb9c0b114ec5be6f3cd376e434ec9e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Aquaculture is the world’s fastest-growing agri-tech sector.\n\nTo support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.\n\nRecirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.\n\nHowever, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.\n\nThe minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.\n\nOur second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.\n\nHowever, the team lacks experience in business development and management and is looking for mentorship and coaching.\n\nIn addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.\n\nLastly, we aim to promote awareness of the NOxAqua brand.\n\nAs so, we are a good fit for the Women TechEU program.","reason":"purpose: The project focuses on aquaculture water quality monitoring, not water or sanitation activities. No stated mechanism for international cooperation or capacity-building exists.\nscope: The domain is aquaculture, not water or sanitation. No explicit mention of developing countries as intended recipients is found in the source text.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on aquaculture water quality monitoring, not water or sanitation activities. No stated mechanism for international cooperation or capacity-building exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The domain is aquaculture, not water or sanitation. No explicit mention of developing countries as intended recipients is found in the source text.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":60,"kind":"text","quote":"Aquaculture is the world’s fastest-growing agri-tech sector.","start":0,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":238,"kind":"text","quote":"To support that growth, the industry needs to find innovative solutions to challenges, such as sustainability, disease, lack of space for expansion, and freshwater availability.","start":61,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":517,"kind":"text","quote":"Recirculating aquaculture systems (RAS) have been the answer to those problems; these land-based fish farming systems are designed to control culture conditions for intensive farming, while increasing biosecurity levels, minimizing water consumption, and managing waste streams.","start":239,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":896,"kind":"text","quote":"However, their water monitoring systems lack real-time sensors to quantify the highly toxic compounds ammonia, nitrite, and nitrate, which can accumulate in closed systems and cause the sudden death of a full production cycle.Nitrogen Sensing Solutions proposes a game-changing solution, using an innovative biosensing technology that is mastered by this science-driven startup.","start":518,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1043,"kind":"text","quote":"The minimum viable product is a portable nitrite biosensor - the NO2Aqua – that can be easily used onsite a deliver accurate results in real-time.","start":897,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1611,"kind":"text","quote":"Our second product (NOxAqua) can monitor the three N-nutrients at the same time, whereas our third product (NOxAquaPlus) will offer automation in a customized analyzer equipped with a complete sensors package, a data transmission system, and protocols for emergency response, thus reducing risks of heavy mortality and taking the RAS-based industry to Aquaculture 4.0.The company was founded by its CEO, a female researcher who moved recently to the entrepreneurship space and is willing to take the deep technology developed in her research group to the marketplace.","start":1044,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1729,"kind":"text","quote":"However, the team lacks experience in business development and management and is looking for mentorship and coaching.","start":1612,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1878,"kind":"text","quote":"In addition, we are seeking support to perform customer (re)discovery, and to update the business plan, market deployment strategy, and IP strategy.","start":1730,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1936,"kind":"text","quote":"Lastly, we aim to promote awareness of the NOxAqua brand.","start":1879,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"},{"end":1991,"kind":"text","quote":"As so, we are a good fit for the Women TechEU program.","start":1937,"text_hash":"9558f5ee7b97872fcf9e61453e0ab5b79e22ae375ca5595c5eb38c2e3cf95f48"}],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","originalAssertionId":"4200f8d6f1dd6c0fbef6be3c39befc59fabb9c0b114ec5be6f3cd376e434ec9e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-27T07:25:20.109319+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5","a6","a7","a8","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"c12dfe0a1cf850b6250e1f96aa2bd5e70116c740e177675ceb089f87fe758115","sheet_sha256":"963788d747c1f116821331bc0b1c68be67e12adde575cf946fbb79ce3abceee6","sheet_version":"mesh-activity-sheet-v3","source_version":"4487717a10ae2bfd0939ea86a8da46eb96c4559356eb44a15f397cb54241d1d9","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.4","uri":"http://data.europa.eu/sdg/14.4","name":"By 2020, effectively regulate harvesting and end overfishing, illegal, unreported and unregulated fishing and destructive fishing practices and implement science-based management plans, in order to restore fish stocks in the shortest time feasible, at least to levels that can produce maximum sustainable yield as determined by their biological characteristics","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.7","uri":"http://data.europa.eu/sdg/14.7","name":"By 2030, increase the economic benefits to small island developing States and least developed countries from the sustainable use of marine resources, including through sustainable management of fisheries, aquaculture and tourism","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15","uri":"http://data.europa.eu/sdg/15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"5.b","uri":"http://data.europa.eu/sdg/5.b","name":"Enhance the use of enabling technology, in particular information and communications technology, to promote the empowerment of women","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.4","uri":"http://data.europa.eu/sdg/6.4","name":"By 2030, substantially increase water-use efficiency across all sectors and ensure sustainable withdrawals and supply of freshwater to address water scarcity and substantially reduce the number of people suffering from water scarcity","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"8.3","uri":"http://data.europa.eu/sdg/8.3","name":"Promote development-oriented policies that support productive activities, decent job creation, entrepreneurship, creativity and innovation, and encourage the formalization and growth of micro-, small- and medium-sized enterprises, including through access to financial services","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e5d23c6653d9fd3c5f84cc12bf1e81b5bbd1364d6f4f72482c516ccfb9b9d49","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"iTOP-RAS","title":"Development of Innovative Tools for OPtimal management of Recirculating Aquaculture Systems","status":"CLOSED","startDate":"2023-07-01","endDate":"2024-06-30","ecSignatureDate":"2023-06-01","totalCost":0.0,"ecMaxContribution":75000.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-CSA","masterCall":"HORIZON-EIE-2022-SCALEUP-02","subCall":"HORIZON-EIE-2022-SCALEUP-02","grantDoi":"10.3030/101114283","keywords":["Nitrogen","Water Quality","Biosensors","Aquaculture","Blue Growth","Sustainable food","Recirculating aquculture systems"],"contentUpdateDate":"2023-06-28 17:09:18","topics":[{"code":"HORIZON-EIE-2022-SCALEUP-02-02","title":"Women TechEU"}],"legalBasis":[{"code":"HORIZON.3.2","title":"European innovation ecosystems","main":true}],"euroSciVoc":[{"code":"/25/73/453/58525161/66357197","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/sensors/biosensors","title":"biosensors"},{"code":"/27/81/489","path":"agricultural sciences/agriculture, forestry, and fisheries/fisheries","title":"fisheries"},{"code":"/29/101/553/1353","path":"social sciences/sociology/demography/mortality","title":"mortality"},{"code":"/29/91/523/1309","path":"social sciences/economics and business/business and management/entrepreneurship","title":"entrepreneurship"},{"code":"/29/101/555/1359","path":"social sciences/sociology/industrial relations/automation","title":"automation"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"NITROGEN SENSING SOLUTIONS UNIPESSOAL LDA","shortName":null,"role":"coordinator","country":"PT","city":"Caldas Da Rainha","activityType":"PRC","sme":true,"ecContribution":75000.0,"totalCost":0.0,"geolocation":[39.40051785,-9.0804786871297],"order":1}],"topicDetails":[{"identifier":"HORIZON-EIE-2022-SCALEUP-02-02","title":"Women TechEU","callIdentifier":"HORIZON-EIE-2022-SCALEUP-02","callTitle":"Elevating the scalability potential of European business (2022.2)","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European innovation ecosystems"],"typeOfAction":"HORIZON-CSA HORIZON Coordination and Support Actions","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":"2022-06-20","deadlineDates":["2022-10-03"],"budget":null,"keywords":["Agriculture / Rural Development / Fisheries","Biotechnology","Chemical engineering","Consumer products and services","Earth and related environmental sciences","Education","Electrical and electronic engineering","Energy","Engineering","Fintech (Financial technology)","Food and beverages","Health","Information and Communication Technology (ICT)","Innovation in the Culture and Audiovisual sectors","Materials engineering","Mobility and transportation"],"description":"Expected Outcome:Project results are expected to contribute to the following expected outcomes:\n• Support deep tech innovation as a basis for a modern, knowledge-driven, resource-efficient and competitive economy;\n• Promote female leadership in the deep tech industry to build fairer, more inclusive, and more prosperous innovation ecosystems in Europe.\nScope:Women TechEU targets highly innovative start-ups founded, or co-founded by women, holding a top management position (CEO, CTO or equivalent) in the company at the time of submission. The company must be registered and established in an EU Member State or a Horizon Europe Associated Country for at least six months at the time of the submission.\nAll deep tech[1] domains are eligible, with the emphasis being on overall gender balance and the position held by women in the start-up.\nSupport[2] provided to Women TechEU beneficiaries under this initiative is made up of the following components:\n• financial support to the company as an individual grant of EUR 75 000 supporting activities such as evaluating and refining products/services, design, user experience, upgrading the business model, updating the business plan and growth strategy, finding partners and investors, market validation, etc.;\n• mentoring and coaching provided by the EIC Business Acceleration Services (BAS), under the new ‘Women Leadership Programme’, which includes dedicated networking and pitching events;\n• the possibility to participate in dedicated activities organised by InvestEU and the Enterprise Europe Network (EEN).\nAt the end of the funded project, and after completing the Women Leadership Programme, beneficiaries will submit a short final report. Women TechEU beneficiaries will become part of a community of peers, and given opportunities to expand their network and showcase their business at pitching and networking events, to give visibility to their work and attract further funding.\n[1] Deep tech is technology that is based on cutting-edge scientific advances and discoveries and is characterised by the need to stay at the technological forefront by constant interaction with new ideas and results from the lab. Deep tech is distinct from ‘high tech’ which tends to refer only to Research & Development intensity.\n[2] The topic will be supported with a budget transfer of EUR 10 million from the European Innovation Council Work Programme 2022 (EIC WP 2022).","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-EIE-2022-SCALEUP-02-02"}]}}
{"id":"101156240","acronym":"AC3S","name":"Aerosols, Convection, Clouds, and Climate Sensitivity: understanding the processes and climate impacts of the interactions between aerosol pollution and tropical convective clouds","offer":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate. Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before. These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme. AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science. First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds. Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions. Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming. This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","objective":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate. Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before. These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme. AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science. First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds. Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions. Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming. This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalSourceVersion":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","textHash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48","sourceUrl":"https://cordis.europa.eu/project/id/101156240","country":"SE","participantCountries":["SE"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-05-26 14:57:35","locations":[],"goal":13,"goalIds":[13],"rels":[{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:22c7f28e0e20b1a4f68cde4671bf696d4b22fdc7336a7cb5808fe7b7b67d4099","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.”","modality":"planned","hypothesis":null,"quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nInteractions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","reason":"purpose: Project explicitly combats climate change by quantifying aerosol-cloud forcing and climate sensitivity to CO2, a stated mitigation pathway.\nscope: Climate change and climate-related impacts are substantive objects of the project activity, specifically global climate forcing and sensitivity.","checks":[{"evidence_ids":["s4","s5","s6","s7","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly combats climate change by quantifying aerosol-cloud forcing and climate sensitivity to CO2, a stated mitigation pathway.","status":"supported"},{"evidence_ids":["s4","s5","s6","s7","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"Climate change and climate-related impacts are substantive objects of the project activity, specifically global climate forcing and sensitivity.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"22c7f28e0e20b1a4f68cde4671bf696d4b22fdc7336a7cb5808fe7b7b67d4099","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-26T14:28:02.862478+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-b64d1b4f3a52fc2986d53fa6","activity_ref":"a4","claim_unit_candidates":["a4"],"end":782,"evidence_id":"s4","ownership":"current_project","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","quote_sha256":"e08c7a7f083ae84d4c3332b7765c8cd689b5882d501ad35534f629c41a8f26b5","role":"activity","source_span_id":"a6b53c1c52bfd6bb50807e1e2224112992b8184ff822b30855a573db5a59a534","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":602},"activityBinding":{"activity_ids":["act-b64d1b4f3a52fc2986d53fa6","act-42ed5498b4c8a8588c557fa3","act-0083ce3949ff8d9106deec8e","act-9e19a6a10fd5197945b921e4"],"activity_refs":["a4","a5","a6","a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4","s5","s6","s7"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s7"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4","a5","a6","a7"],"scope":["a4","a5","a6","a7"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":"null","selected_units":[{"activity_id":"act-b64d1b4f3a52fc2986d53fa6","conditions":null,"description":"The AC3S project seeks to address the research challenge by applying state-of-the-art observational and modeling techniques that span aerosol-cloud interactions and climate science.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-42ed5498b4c8a8588c557fa3","conditions":null,"description":"The project will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about physical mechanisms governing aerosol-tropical deep convective cloud interactions.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-0083ce3949ff8d9106deec8e","conditions":null,"description":"The project will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from aerosol-cloud interactions.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-9e19a6a10fd5197945b921e4","conditions":null,"description":"The project will synthesize evidence and quantify the implications of results for Earth's climate sensitivity to carbon-dioxide forcing and 21st century global warming.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true}],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:e1310e5e3b80dbb1cce8e5e6ff18d01545742bcae23259b996b28dea20f95569","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions and climate sensitivity, not urban sustainability or human settlements.\nscope: The project focuses on tropical convective clouds and global climate forcing, lacking any city or urban-system setting.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions and climate sensitivity, not urban sustainability or human settlements.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on tropical convective clouds and global climate forcing, lacking any city or urban-system setting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"e1310e5e3b80dbb1cce8e5e6ff18d01545742bcae23259b996b28dea20f95569","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-26T16:52:45.271423+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:f27444f8166bb03359d7a324892da402c2b7bd5382947d21f4dd207bbe46c2f0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","reason":"purpose: The project investigates aerosol-cloud interactions in the context of global climate forcing and tropical convective clouds, not urban systems or city air quality.\nscope: The environmental burden described relates to global climate sensitivity and historical radiative forcing, lacking any tie to a specific city or urban system.","checks":[{"evidence_ids":["s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions in the context of global climate forcing and tropical convective clouds, not urban systems or city air quality.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The environmental burden described relates to global climate sensitivity and historical radiative forcing, lacking any tie to a specific city or urban system.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"f27444f8166bb03359d7a324892da402c2b7bd5382947d21f4dd207bbe46c2f0","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-26T16:52:45.277959+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:1a0b5b01b3f1aa7c0bf79994dac03c5e9b02fbbbf6e1713f950475f31925d33e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","reason":"purpose: The project investigates physical mechanisms of aerosol-cloud interactions, not consumption or production patterns. No planned contribution to sustainable consumption exists.\nscope: The project studies atmospheric physics, not identifiable consumption or production practices, systems, or resource flows required by SDG 12.","checks":[{"evidence_ids":["s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates physical mechanisms of aerosol-cloud interactions, not consumption or production patterns. No planned contribution to sustainable consumption exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project studies atmospheric physics, not identifiable consumption or production practices, systems, or resource flows required by SDG 12.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"1a0b5b01b3f1aa7c0bf79994dac03c5e9b02fbbbf6e1713f950475f31925d33e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-26T17:06:04.847775+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:e2a06315a116333642501fba864fbccbaefe707649f6045d31acfd17357e12c7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions to understand climate forcing mechanisms, not to manage chemicals or waste or reduce their releases.\nscope: The study focuses on physical mechanisms and climate sensitivity, lacking any defined chemical or waste stream for management or release reduction.","checks":[{"evidence_ids":["s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions to understand climate forcing mechanisms, not to manage chemicals or waste or reduce their releases.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The study focuses on physical mechanisms and climate sensitivity, lacking any defined chemical or waste stream for management or release reduction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"e2a06315a116333642501fba864fbccbaefe707649f6045d31acfd17357e12c7","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b853c9eaf80276e60c2bff012f3f8e5b3d4552e83d2deb9a4e1601ba57843932","recordedAt":"2026-09-26T17:06:04.848970+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.8","name":"By 2030, ensure that people everywhere have the relevant information and awareness for sustainable development and lifestyles in harmony with nature","uri":"http://data.europa.eu/sdg/12.8","state":"no_mapping","strength":"partial","assertionId":"mapping:c60f943d7f108d21697a6c0bc1394af7eab4537cb91ceacbed0cab57d4b6c21b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project aims to advance scientific knowledge for policymakers, not to provide information enabling sustainable lifestyles or public awareness.\nscope: The project explicitly targets a broad audience including policymakers and ensures results are accessible to the public.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to advance scientific knowledge for policymakers, not to provide information enabling sustainable lifestyles or public awareness.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets a broad audience including policymakers and ensures results are accessible to the public.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"c60f943d7f108d21697a6c0bc1394af7eab4537cb91ceacbed0cab57d4b6c21b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e70d513bf692f67480272bb4628c60da0ea90abbf27c0805bd84a3829bf82d56","recordedAt":"2026-09-26T17:12:04.031674+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-dc2fe1a14351e9d00f666156"],"activity_refs":["a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":[]}},"check_units":{"purpose":[],"scope":["a8"]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[{"activity_id":"act-dc2fe1a14351e9d00f666156","conditions":null,"description":"The integrated approach will advance the field of aerosol-cloud-climate interactions and ensure results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"dissemination","support_eligible":true}],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.3","name":"Improve education, awareness-raising and human and institutional capacity on climate change mitigation, adaptation, impact reduction and early warning","uri":"http://data.europa.eu/sdg/13.3","state":"no_mapping","strength":"partial","assertionId":"mapping:fe6959e1c0007bf7be7300dccdd2cbb49b0c136cfe510e2ef490697ac3ff7e3a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project aims to advance scientific knowledge and inform policy, not to directly improve education, awareness, or human/institutional capacity as required by SDG 13.3.\nscope: While the subject is climate-related, the activity is technical research, not an identifiable capacity or learning activity, failing the scope condition.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to advance scientific knowledge and inform policy, not to directly improve education, awareness, or human/institutional capacity as required by SDG 13.3.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"While the subject is climate-related, the activity is technical research, not an identifiable capacity or learning activity, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"fe6959e1c0007bf7be7300dccdd2cbb49b0c136cfe510e2ef490697ac3ff7e3a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"d34b473d81b1efd97ead706c230e2783a03feae1367717572aff3d5253c844b1","recordedAt":"2026-09-26T17:12:04.034597+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:f08c8ba6d7818a807b3153772fe381077d0b611d90961ae8e9b1ca84dac3f0e6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project focuses on aerosol-cloud interactions and climate sensitivity, not on conserving or sustainably using oceans, seas, or marine resources.\nscope: The project addresses atmospheric aerosols and clouds, not marine ecosystems or resources, failing the requirement for a marine scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on aerosol-cloud interactions and climate sensitivity, not on conserving or sustainably using oceans, seas, or marine resources.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project addresses atmospheric aerosols and clouds, not marine ecosystems or resources, failing the requirement for a marine scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"f08c8ba6d7818a807b3153772fe381077d0b611d90961ae8e9b1ca84dac3f0e6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-26T17:12:04.035736+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:e40c73c1034d7bf880558511f406e880f81b75eb3194532f8bcade04a63506de","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions for climate forcing, not human health impacts from pollution. No pathway to reducing illness or death is stated.\nscope: The project focuses on climate sensitivity and physical mechanisms, not connecting aerosol pollution to human health exposure or harm.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions for climate forcing, not human health impacts from pollution. No pathway to reducing illness or death is stated.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on climate sensitivity and physical mechanisms, not connecting aerosol pollution to human health exposure or harm.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"e40c73c1034d7bf880558511f406e880f81b75eb3194532f8bcade04a63506de","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T16:18:04.232678+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"6.6","name":"By 2020, protect and restore water-related ecosystems, including mountains, forests, wetlands, rivers, aquifers and lakes","uri":"http://data.europa.eu/sdg/6.6","state":"no_mapping","strength":"partial","assertionId":"mapping:baf00a0f196a2a660f4c9a1204a75cb95b1cc13aac4db5384b49c281466d5a84","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions and climate forcing, not water-related ecosystem protection or restoration.\nscope: The project focuses on atmospheric aerosols and clouds, not explicitly on water-related ecosystems like wetlands, rivers, or aquifers.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions and climate forcing, not water-related ecosystem protection or restoration.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on atmospheric aerosols and clouds, not explicitly on water-related ecosystems like wetlands, rivers, or aquifers.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"baf00a0f196a2a660f4c9a1204a75cb95b1cc13aac4db5384b49c281466d5a84","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4dcda222c164fa66f014305360ef4faaa4a3fada9e68d4cc7674841d1a81e47f","recordedAt":"2026-09-28T16:18:04.234203+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:d2b874a1e402a4d8a35177e6331328857ac086f4b4ac198268eba7a8186c2d9e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions and climate forcing, not energy access, supply, or efficiency. No stated activity advances Goal 7 components.\nscope: The activity concerns atmospheric physics and climate sensitivity, not energy sources, conversion, supply, storage, or end-use services. No energy scope is present.","checks":[{"evidence_ids":["s1","s2","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions and climate forcing, not energy access, supply, or efficiency. No stated activity advances Goal 7 components.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The activity concerns atmospheric physics and climate sensitivity, not energy sources, conversion, supply, storage, or end-use services. No energy scope is present.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"d2b874a1e402a4d8a35177e6331328857ac086f4b4ac198268eba7a8186c2d9e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-26T17:17:35.047889+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.2","name":"By 2030, increase substantially the share of renewable energy in the global energy mix","uri":"http://data.europa.eu/sdg/7.2","state":"no_mapping","strength":"partial","assertionId":"mapping:144a4323a23352a61ca6c541c10fd84ed081bbd27cb7f1b0f1e39c71025a6154","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.\n\nAerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.\n\nThese knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.\n\nAC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.\n\nFirst, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.\n\nSecond, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.\n\nFinally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.\n\nThis integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","reason":"purpose: The project investigates aerosol-cloud interactions and climate sensitivity, not renewable energy supply or adoption.\nscope: The project focuses on atmospheric physics and climate forcing, lacking any renewable energy system or source.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project investigates aerosol-cloud interactions and climate sensitivity, not renewable energy supply or adoption.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project focuses on atmospheric physics and climate forcing, lacking any renewable energy system or source.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":149,"kind":"text","quote":"Interactions between anthropogenic aerosol particles and clouds are the largest source of uncertainty in the historical radiative forcing of climate.","start":0,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":399,"kind":"text","quote":"Aerosol effects on tropical deep convective clouds could constitute a major component of this forcing, but the underlying physical mechanisms are poorly understood, and the associated global climate forcing has not been rigorously quantified before.","start":150,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":601,"kind":"text","quote":"These knowledge gaps have been highlighted as an urgent research challenge in recent assessment reports by the Intergovernmental Panel on Climate Change (IPCC) and the World Climate Research Programme.","start":400,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1061,"kind":"text","quote":"First, I will perform regional analysis of satellite observations, in-situ aircraft measurements, and high-resolution numerical simulations to investigate hypotheses about the physical mechanisms that govern the interactions between aerosols and tropical deep convective clouds.","start":783,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1219,"kind":"text","quote":"Second, I will analyze global satellite observations to attain the first rigorous assessment of global climate forcing from these aerosol-cloud interactions.","start":1062,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1395,"kind":"text","quote":"Finally, I will synthesize the evidence and quantify the implications of the results for Earth’s climate sensitivity to carbon-dioxide forcing and 21st century global warming.","start":1220,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"},{"end":1616,"kind":"text","quote":"This integrated approach will advance the field of aerosol-cloud-climate interactions and ensure that the results are immediately accessible to a broad audience, including policymakers and future IPCC assessment reports.","start":1396,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"144a4323a23352a61ca6c541c10fd84ed081bbd27cb7f1b0f1e39c71025a6154","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1e98a390c58a33b9625471ee82ce02484b828b18a9cd781ef60f1a98efe463e4","recordedAt":"2026-09-26T17:17:35.049818+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:5ea505c2af17b5b7da65544cca79c78ac4d1ea25af077aeb739c59b94975762e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","reason":"purpose: The project focuses on aerosol-cloud interactions, not clean energy research or technology. It does not enhance international cooperation for energy access or promote energy investment.\nscope: The project addresses climate science, not clean energy. No mechanism for cross-border energy access or investment mobilization is described.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on aerosol-cloud interactions, not clean energy research or technology. It does not enhance international cooperation for energy access or promote energy investment.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project addresses climate science, not clean energy. No mechanism for cross-border energy access or investment mobilization is described.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":782,"kind":"text","quote":"AC3S seeks to address this challenge by applying state-of-the-art observational and modeling techniques that span the disciplines of aerosol-cloud interactions and climate science.","start":602,"text_hash":"f042b5ff197620d7a6dbe2d971b306381777a7242b6b96435b1ec9cf55ec7d48"}],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","originalAssertionId":"5ea505c2af17b5b7da65544cca79c78ac4d1ea25af077aeb739c59b94975762e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-26T17:17:35.051338+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"a34286a48c13a11f7d08e408cb3be2a9e2fcec46e4280ff1fc4198ac7179c212","sheet_sha256":"38db899f0d6e92fdd8a2784f91984de1d9456b5b674a7f1d053c0a8a6776dfc0","sheet_version":"mesh-activity-sheet-v3","source_version":"fe9910f22f944d0eb2c1507608d82b50369a9e87adf3fd0d9464e3bdb06252ba","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.2","uri":"http://data.europa.eu/sdg/13.2","name":"Integrate climate change measures into national policies, strategies and planning","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.3","uri":"http://data.europa.eu/sdg/14.3","name":"Minimize and address the impacts of ocean acidification, including through enhanced scientific cooperation at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4e65087fe01c80fda05496acda56527b97a39b69196cee41c692cb0b10a72c29","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"AC3S","title":"Aerosols, Convection, Clouds, and Climate Sensitivity: understanding the processes and climate impacts of the interactions between aerosol pollution and tropical convective clouds","status":"SIGNED","startDate":"2025-01-01","endDate":"2029-12-31","ecSignatureDate":"2024-11-21","totalCost":1830134.0,"ecMaxContribution":1830134.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2024-STG","subCall":"ERC-2024-STG","grantDoi":"10.3030/101156240","keywords":["aerosol-cloud interactions","atmospheric convection","aerosol radiative forcing of climate change","climate sensitivity"],"contentUpdateDate":"2026-05-26 14:57:35","topics":[{"code":"ERC-2024-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/25/75/461/1239/1739","path":"engineering and technology/mechanical engineering/vehicle engineering/aerospace engineering/satellite technology","title":"satellite technology"},{"code":"/25/75/461/1239/1737","path":"engineering and technology/mechanical engineering/vehicle engineering/aerospace engineering/aircraft","title":"aircraft"},{"code":"/23/45/277/829","path":"natural sciences/earth and related environmental sciences/environmental sciences/pollution","title":"pollution"},{"code":"/23/45/30018/30032/30055","path":"natural sciences/earth and related environmental sciences/atmospheric sciences/climatology/climatic changes","title":"climatic changes"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":100.0,"ai":0.0,"climate":100.0,"biodiversity":40.0},"organisations":[{"name":"STOCKHOLMS UNIVERSITET","shortName":null,"role":"coordinator","country":"SE","city":"Stockholm","activityType":"HES","sme":false,"ecContribution":1830134.0,"totalCost":1830134.0,"geolocation":[59.36306547,18.057200933],"order":1}],"topicDetails":[{"identifier":"ERC-2024-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2024-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2023-07-11","deadlineDates":["2023-11-07"],"budget":{"budgetByYear":{"2024":"601300000"},"expectedGrants":387,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition, and feasibility of their research proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2024. Cut-off dates: Successful defence of PhD between 1 January 2017 and 31 December 2021 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2024.\nA competitive Starting Grant Principal Investigator should have already shown evidence of the potential for research independence, for example by having produced at least one important publication as main author or without the participation of their PhD supervisor. When submitting their proposal, the CV and a Track Record should include personal details, education, key qualifications, current position(s) and relevant previous positions, a list of up to ten research outputs that demonstrate how the applicant has advanced knowledge in their field, with an emphasis on more recent achievements, and a list of selected examples of significant peer recognition. A short explanation of the significance of the selected outputs, the role of the applicant in producing each of them, and how they demonstrate the applicant’s capacity to successfully carry out their proposed project may be included, as well as a short explanation of the importance of the listed examples of significant peer recognition. The applicant may also include relevant additional information on career breaks, diverse career paths, and life events, as well as any particularly noteworthy contributions to the research community. These will provide context to the evaluation panels when assessing the Principal Investigator’s research achievements and peer recognition in relation to their career stage.\nFor further information, please see the ERC Work Programme 2024.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2024-STG"}]}}
{"id":"835668","acronym":"ECOFER","name":"ECOFER: Next Generation Slag and Mineral Processing Technology","offer":"Steelmaking is one of the most important and energy intensive industries globally. Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact. Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times. This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag. The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades. Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking. Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.   During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","objective":"Steelmaking is one of the most important and energy intensive industries globally. Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact. Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times. This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag. The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades. Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking. Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.   During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalSourceVersion":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","textHash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052","sourceUrl":"https://cordis.europa.eu/project/id/835668","country":"EE","participantCountries":["EE"],"programme":"H2020","status":"CLOSED","sourceUpdated":"2022-08-12 17:17:36","locations":[],"goal":12,"goalIds":[12],"rels":[{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"supported","strength":"strong","assertionId":"mapping:d4e22095035d3add522585525a914637e8ecff4ee151b4e207757a7e4faee63d","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.”","modality":"planned","hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nSteelmaking is one of the most important and energy intensive industries globally.","reason":"purpose: The project explicitly plans to update the route-to-market strategy and business plan for a technology that enables sustainable consumption by repurposing slag, directly addressing the condition.\nscope: The affected practice is steelmaking slag processing, a global industry system with no geographic restriction, satisfying the scope condition for sustainable consumption patterns.","checks":[{"evidence_ids":["s8","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly plans to update the route-to-market strategy and business plan for a technology that enables sustainable consumption by repurposing slag, directly addressing the condition.","status":"supported"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The affected practice is steelmaking slag processing, a global industry system with no geographic restriction, satisfying the scope condition for sustainable consumption patterns.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"d4e22095035d3add522585525a914637e8ecff4ee151b4e207757a7e4faee63d","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-27T19:59:22.009082+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-4e00ec005d4a5bc2d3189551","activity_ref":"a9","claim_unit_candidates":["a9","a10","a11"],"end":1561,"evidence_id":"s8","ownership":"current_project","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","quote_sha256":"2a06277098c3f0aa7067942c307b5d11ad0d6e0df3855e4cc275cc92553b24da","role":"activity","source_span_id":"31258000f074677649eadc79dbd1b750aafe61a7c1d2246265daf37259351935","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1239},"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:0ae1e54d7b4fd7ee3a28ea5eabb22728469039f0212a60e7e5051cde4cb671d7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"Contribution depends on verifying the project's actual beneficiaries are in a developing country, as current evidence only confirms European and Middle-East partners.","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","reason":"purpose: The project explicitly supports domestic technology development and innovation through planned feasibility studies on route-to-market and manufacturability, establishing the required capability focus.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s8","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly supports domestic technology development and innovation through planned feasibility studies on route-to-market and manufacturability, establishing the required capability focus.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"0ae1e54d7b4fd7ee3a28ea5eabb22728469039f0212a60e7e5051cde4cb671d7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-28T06:39:16.978108+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a9","a10","a11"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8","name":"Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all","uri":"http://data.europa.eu/sdg/8","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:90bfe608d051a0fefaeaea453ddc452894f3d2764c476bbfc37e6663550a936e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nSteelmaking is one of the most important and energy intensive industries globally.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","reason":"purpose: The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly pursue economic growth or employment as a concrete planned contribution; these are potential outcomes of future phases, not the current work itself.\nscope: The activity involves updating a route-to-market strategy for steelmaking slag processing, which targets the global steelmaking industry (Europe, Middle-East). This identifies the relevant economy and enterprises without country restrictions.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":"The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly pursue economic growth or employment as a concrete planned contribution; these are potential outcomes of future phases, not the current work itself.","reason":"The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly pursue economic growth or employment as a concrete planned contribution; these are potential outcomes of future phases, not the current work itself.","status":"unknown"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The activity involves updating a route-to-market strategy for steelmaking slag processing, which targets the global steelmaking industry (Europe, Middle-East). This identifies the relevant economy and enterprises without country restrictions.","status":"supported"}],"missingEvidence":[{"criterion_id":"purpose","needed":"The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly pursue economic growth or employment as a concrete planned contribution; these are potential outcomes of future phases, not the current work itself."}],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"90bfe608d051a0fefaeaea453ddc452894f3d2764c476bbfc37e6663550a936e","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80011fb29e013e53d2720bd6b49a429bc81c53b77c1ad4757f08469c76105d6e","recordedAt":"2026-09-27T19:59:22.012419+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:96aeda193c1b42ea57faebec3940d73b1b39adf175a7bd107eb99037467d63a5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.\n\nDuring the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","reason":"purpose: Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project explicitly brings a technology into use in an identified industry through signed commercial pre-agreements with large-scale steel-mills, satisfying the stated uptake pathway.\nscope: Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project addresses the industrial process of steelmaking slag repurposing by developing and deploying a technology that recovers metal and reduces emissions, fitting the innovation capacity criterion.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project explicitly brings a technology into use in an identified industry through signed commercial pre-agreements with large-scale steel-mills, satisfying the stated uptake pathway.","reason":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project explicitly brings a technology into use in an identified industry through signed commercial pre-agreements with large-scale steel-mills, satisfying the stated uptake pathway.","status":"unknown"},{"evidence_ids":["s3","s4","s5","s6","s8"],"id":"scope","missing_evidence":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project addresses the industrial process of steelmaking slag repurposing by developing and deploying a technology that recovers metal and reduces emissions, fitting the innovation capacity criterion.","reason":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project addresses the industrial process of steelmaking slag repurposing by developing and deploying a technology that recovers metal and reduces emissions, fitting the innovation capacity criterion.","status":"unknown"}],"missingEvidence":[{"criterion_id":"purpose","needed":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project explicitly brings a technology into use in an identified industry through signed commercial pre-agreements with large-scale steel-mills, satisfying the stated uptake pathway."},{"criterion_id":"scope","needed":"Code: support could not be attributed: passage(s) s8 describe both the project's own work and other work, and the selected activity is not the project's own. The project addresses the industrial process of steelmaking slag repurposing by developing and deploying a technology that recovers metal and reduces emissions, fitting the innovation capacity criterion."}],"evidence":[{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"96aeda193c1b42ea57faebec3940d73b1b39adf175a7bd107eb99037467d63a5","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"049d236930961de152205d51117866f3bd57196e7f7d3e53e2f9492ab38453b4","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["mixed_ownership_passage_not_attributed","support_downgraded_unattributable_evidence","mixed_ownership_passage_not_attributed","support_downgraded_unattributable_evidence"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard-20260928-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:cb26adcb1ba0fff2b731e79a9584282cb7c2328d0741d2e45691e16b00b36fe0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.\n\nSteelmaking is one of the most important and energy intensive industries globally.","reason":"purpose: The selected activity is a feasibility study for market entry, not an intervention reducing urban waste or air pollution. The project addresses industrial slag, not city systems.\nscope: The burden (industrial slag) is tied to steelmaking, not a city or urban system. The project does not address the urban environmental burden required by SDG 11.6.","checks":[{"evidence_ids":["s8","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The selected activity is a feasibility study for market entry, not an intervention reducing urban waste or air pollution. The project addresses industrial slag, not city systems.","status":"not_met"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The burden (industrial slag) is tied to steelmaking, not a city or urban system. The project does not address the urban environmental burden required by SDG 11.6.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"cb26adcb1ba0fff2b731e79a9584282cb7c2328d0741d2e45691e16b00b36fe0","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T23:27:43.734908+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003","act-f51a3c350bb0df68df89fa0b","act-2e3fa52a3b980a8b9c2cbcab"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a9","a10","a11","a12","a13"],"scope":["a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-f51a3c350bb0df68df89fa0b","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is ready for entering final development and market uptake phase.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a12","role":"output","support_eligible":false},{"activity_id":"act-2e3fa52a3b980a8b9c2cbcab","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is fully prepared for SMEI Phase-2.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a13","role":"output","support_eligible":false}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"no_mapping","strength":"partial","assertionId":"mapping:bb9744afa8d053148a14b5df95fa1bb5fe1329bc6b09ef64f5edac1d65e8c2ef","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly investigates reducing CO2 emissions and waste release from steelmaking slag, meeting the condition for environmentally sound management.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The project identifies steelmaking slag as the waste stream and demonstrates mechanisms for minimizing adverse environmental impacts through emission reduction.","checks":[{"evidence_ids":["s2","s6"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly investigates reducing CO2 emissions and waste release from steelmaking slag, meeting the condition for environmentally sound management.","status":"not_met"},{"evidence_ids":["s2","s4","s6"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project identifies steelmaking slag as the waste stream and demonstrates mechanisms for minimizing adverse environmental impacts through emission reduction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"bb9744afa8d053148a14b5df95fa1bb5fe1329bc6b09ef64f5edac1d65e8c2ef","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b853c9eaf80276e60c2bff012f3f8e5b3d4552e83d2deb9a4e1601ba57843932","recordedAt":"2026-09-28T06:35:12.887789+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s4","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":"waste_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.5","name":"By 2030, substantially reduce waste generation through prevention, reduction, recycling and reuse","uri":"http://data.europa.eu/sdg/12.5","state":"no_mapping","strength":"partial","assertionId":"mapping:80582b7e36dc4d51a596a3b9b2c86834c4aac99242cc8d992eafa9dd40292dc9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","reason":"purpose: Selected activities are feasibility studies and strategy updates, not the actual recycling intervention. The waste reduction claim relies on prior work (s3-s6), which is ineligible.\nscope: Scope is tied to the selected ineligible activities. While context mentions slag, the project's current work does not directly address the waste stream.","checks":[{"evidence_ids":["s8","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"Selected activities are feasibility studies and strategy updates, not the actual recycling intervention. The waste reduction claim relies on prior work (s3-s6), which is ineligible.","status":"not_met"},{"evidence_ids":["s8","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Scope is tied to the selected ineligible activities. While context mentions slag, the project's current work does not directly address the waste stream.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"80582b7e36dc4d51a596a3b9b2c86834c4aac99242cc8d992eafa9dd40292dc9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b753377d6c455a9b01a509559597fa082e9cfb776b7ea3d97a4728b43d993e0b","recordedAt":"2026-09-27T21:30:05.375245+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003","act-f51a3c350bb0df68df89fa0b","act-2e3fa52a3b980a8b9c2cbcab"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a9","a10","a11","a12","a13"],"scope":["a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":"a9 -> a10 -> a11","selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-f51a3c350bb0df68df89fa0b","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is ready for entering final development and market uptake phase.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a12","role":"output","support_eligible":false},{"activity_id":"act-2e3fa52a3b980a8b9c2cbcab","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is fully prepared for SMEI Phase-2.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a13","role":"output","support_eligible":false}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v34-20260927","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:1835f373dc4ef6dac8d523986086cca9e73add9a3d7a2ea12b37db605573d0b3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","reason":"purpose: The project's current work (feasibility study) does not explicitly investigate or act on a pathway to reducing human illness or death caused by hazardous chemicals or pollution. It focuses on market strategy and business planning.\nscope: The source mentions heavy metals (hazardous) and CO2 emissions (air pollution) but fails to connect these exposures to human illness or death, which is required by the SDG 3.9 scope criteria.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project's current work (feasibility study) does not explicitly investigate or act on a pathway to reducing human illness or death caused by hazardous chemicals or pollution. It focuses on market strategy and business planning.","status":"not_met"},{"evidence_ids":["s2","s6"],"id":"scope","missing_evidence":null,"reason":"The source mentions heavy metals (hazardous) and CO2 emissions (air pollution) but fails to connect these exposures to human illness or death, which is required by the SDG 3.9 scope criteria.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"1835f373dc4ef6dac8d523986086cca9e73add9a3d7a2ea12b37db605573d0b3","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T23:27:43.739531+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:05e3b6d5d39258b45fb7886e638c2741d3172c62e058b181be1373a6cd76e527","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.\n\nSteelmaking is one of the most important and energy intensive industries globally.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","reason":"purpose: Selected activities are feasibility studies for market entry, not interventions on water, sanitation, or water-related ecosystems.\nscope: Context mentions CO2 reduction and metal recovery, but no water resource, quality, or sanitation pathway is addressed by the selected work.","checks":[{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"Selected activities are feasibility studies for market entry, not interventions on water, sanitation, or water-related ecosystems.","status":"not_met"},{"evidence_ids":["s8","s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Context mentions CO2 reduction and metal recovery, but no water resource, quality, or sanitation pathway is addressed by the selected work.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"05e3b6d5d39258b45fb7886e638c2741d3172c62e058b181be1373a6cd76e527","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-28T06:35:12.891787+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-4e00ec005d4a5bc2d3189551","act-dc7eeee3eeeac1026905dacd","act-d3565b5d87d8ddf940bf6003","act-f51a3c350bb0df68df89fa0b","act-2e3fa52a3b980a8b9c2cbcab"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":["a9","a10","a11","a12","a13"],"scope":["a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":"planned_feasibility_study","selected_units":[{"activity_id":"act-4e00ec005d4a5bc2d3189551","conditions":"During the feasibility study","description":"During the feasibility study, the project will update the route-to-market strategy and business plan.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-dc7eeee3eeeac1026905dacd","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct a freedom-to-operate study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-d3565b5d87d8ddf940bf6003","conditions":"During the feasibility study","description":"During the feasibility study, the project will conduct pilot line manufacturability study.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-f51a3c350bb0df68df89fa0b","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is ready for entering final development and market uptake phase.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a12","role":"output","support_eligible":false},{"activity_id":"act-2e3fa52a3b980a8b9c2cbcab","conditions":"As a result of the Phase-1 study","description":"As a result of the Phase-1 study, the project is fully prepared for SMEI Phase-2.","evidence_ids":["s8"],"modality":"planned","ownership":"conditional_follow_on","ref":"a13","role":"output","support_eligible":false}],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.3","name":"By 2030, improve water quality by reducing pollution, eliminating dumping and minimizing release of hazardous chemicals and materials, halving the proportion of untreated wastewater and substantially increasing recycling and safe reuse globally","uri":"http://data.europa.eu/sdg/6.3","state":"no_mapping","strength":"partial","assertionId":"mapping:42100d14f22569f24f127c6a179c3ccca09fda798403b5000230add1a5bb061c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.\n\nDuring the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","reason":"purpose: The project focuses on slag processing and metal recovery, not water quality improvement. No water-related activities or outcomes are described.\nscope: The project addresses solid waste (slag) and CO2 emissions, with no stated work on water contamination, wastewater, or water recycling.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on slag processing and metal recovery, not water quality improvement. No water-related activities or outcomes are described.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project addresses solid waste (slag) and CO2 emissions, with no stated work on water contamination, wastewater, or water recycling.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"42100d14f22569f24f127c6a179c3ccca09fda798403b5000230add1a5bb061c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"705b8fe5e2afa9b6fcaeee71320e1ecd587670fe50416b823680b5c85f49b3a8","recordedAt":"2026-09-28T06:35:12.893508+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:7e9fa4d4c58e66b66b9223bc8dea23680ef6ecb771c1b5c438f9da1944eafbd9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Steelmaking is one of the most important and energy intensive industries globally.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.\n\nDuring the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","reason":"purpose: The project focuses on steelmaking slag processing, not water or sanitation activities, failing the domain condition.\nscope: The project targets industrial steelmaking by-products, not developing countries or water/sanitation domains.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on steelmaking slag processing, not water or sanitation activities, failing the domain condition.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project targets industrial steelmaking by-products, not developing countries or water/sanitation domains.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"7e9fa4d4c58e66b66b9223bc8dea23680ef6ecb771c1b5c438f9da1944eafbd9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-28T06:35:12.894949+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":"planned_feasibility_study","selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:dbe25f5a1f7d16cf034d17216ac8d0cbb021f50f83fb47b7d12e5ba825f10607","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Steelmaking is one of the most important and energy intensive industries globally.\n\nUntil now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project's work supports lowering CO2 emissions and reducing virgin material use, directly advancing energy sustainability and efficiency.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The activity concerns energy supply and efficiency by lowering CO2 emissions and reducing the need for virgin material in steelmaking.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project's work supports lowering CO2 emissions and reducing virgin material use, directly advancing energy sustainability and efficiency.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The activity concerns energy supply and efficiency by lowering CO2 emissions and reducing the need for virgin material in steelmaking.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":82,"kind":"text","quote":"Steelmaking is one of the most important and energy intensive industries globally.","start":0,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"dbe25f5a1f7d16cf034d17216ac8d0cbb021f50f83fb47b7d12e5ba825f10607","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-28T06:37:17.032796+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":"clean_energy_supply","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:59f43b1f54e9466a27e5a8f021a061e93e19ef510dc2f318f4db90bd9433f3a9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","reason":"purpose: The project plans a feasibility study for market entry, not an activity enhancing international cooperation or promoting investment in clean energy technology.\nscope: The planned work updates a business plan; this does not constitute an identifiable activity enabling or mobilizing investment into energy infrastructure.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project plans a feasibility study for market entry, not an activity enhancing international cooperation or promoting investment in clean energy technology.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The planned work updates a business plan; this does not constitute an identifiable activity enabling or mobilizing investment into energy infrastructure.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"59f43b1f54e9466a27e5a8f021a061e93e19ef510dc2f318f4db90bd9433f3a9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-28T06:37:17.036610+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8.4","name":"Improve progressively, through 2030, global resource efficiency in consumption and production and endeavour to decouple economic growth from environmental degradation, in accordance with the 10‑Year Framework of Programmes on Sustainable Consumption and Production, with developed countries taking the lead","uri":"http://data.europa.eu/sdg/8.4","state":"no_mapping","strength":"partial","assertionId":"mapping:2a5a0046f4062d4c217bda9953ffd37f2cc14c81c3e28b023a7e68e332fabe9d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.\n\nEcofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.\n\nDuring the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","reason":"purpose: The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly improve resource efficiency or develop a concrete pathway to decouple growth from environmental degradation as required by the SDG 8.4 criteria.\nscope: The selected activity is a feasibility study. It does not identify resource use in consumption or production or the relationship between economic activity and environmental harm as a direct contribution, failing the scope condition.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The selected activity is a feasibility study to update strategy and conduct studies. It does not explicitly improve resource efficiency or develop a concrete pathway to decouple growth from environmental degradation as required by the SDG 8.4 criteria.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The selected activity is a feasibility study. It does not identify resource use in consumption or production or the relationship between economic activity and environmental harm as a direct contribution, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1236,"kind":"text","quote":"Ecofer already signed piloting and commercial pre-agreements with large-scale steel-mills from Europe and Middle-East.","start":1118,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1561,"kind":"text","quote":"During the feasibility study Ecofer will:•Update the route-to-market strategy and business plan; •Conduct a freedom-to-operate study;•Conduct pilot line manufacturability study.As a result of the Phase-1 study Ecofer is ready for entering final development and market uptake phase, as well fully prepared for SMEI Phase-2.","start":1239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"2a5a0046f4062d4c217bda9953ffd37f2cc14c81c3e28b023a7e68e332fabe9d","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"80cce859173b5982b230e2bb396d92ccecf21f9fd6441f2334497148176a0aa7","recordedAt":"2026-09-27T19:59:22.013456+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"no_mapping","strength":"partial","assertionId":"mapping:a2789914440fb80fd4c646ff541cc939e3c0182cc105bbeebfcb5ce49e31f64b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.\n\nEcofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.\n\nThe technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.\n\nThis is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.\n\nMoreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","reason":"purpose: Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly develops a next-generation slag processing technology to completely process steelmaking slag, addressing low-value and environmental impact through cleaner processes.\nscope: Code: the cited support is background or non-project work, not the project's own current activity. The project targets industrial processing of steelmaking slag (industrial activity) to improve resource efficiency and reduce CO2 emissions via cleaner technology and waste reduction.","checks":[{"evidence_ids":["s2","s3"],"id":"purpose","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project explicitly develops a next-generation slag processing technology to completely process steelmaking slag, addressing low-value and environmental impact through cleaner processes.","status":"not_met"},{"evidence_ids":["s2","s5","s3","s4","s6"],"id":"scope","missing_evidence":null,"reason":"Code: the cited support is background or non-project work, not the project's own current activity. The project targets industrial processing of steelmaking slag (industrial activity) to improve resource efficiency and reduce CO2 emissions via cleaner technology and waste reduction.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":238,"kind":"text","quote":"Until now the repurposing of steelmaking slag, the main production by-product, has remained low-value, incomplete and has an enormous environmental impact.","start":83,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":427,"kind":"text","quote":"Ecofer, an Estonian cleantech company, has developed next generation slag processing technology, which processes the steelmaking slag completely and increases the value slag over 20 times.","start":239,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":879,"kind":"text","quote":"The technology is based on proprietary and cutting-edge screening, crushing, milling, fractioning and magnetic separation processes.The technology will generate new growth and market opportunities for the steelmaking industry, as the low-value of steelmaking slag has been a major industry pain-point for decades.","start":566,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":565,"kind":"text","quote":"This is achieved by recovering 99% of Fe-metal, and providing first technology to separating metal oxides and heavy metals from the slag.","start":428,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"},{"end":1117,"kind":"text","quote":"Moreover, Ecofer technology directly supports the lowering CO2 emissions – each ton of repurposed steelmaking slag saves one in ton of CO2 emission, reduces the need for virgin material and provides technology for zero-waste steelmaking.","start":880,"text_hash":"3148543923d0a3f0599b1f7ca1586200bcaff9e10d77aa7946c1c2ea79149052"}],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","originalAssertionId":"a2789914440fb80fd4c646ff541cc939e3c0182cc105bbeebfcb5ce49e31f64b","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-28T06:37:17.040065+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s5","s3","s4","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"c20310cbf591c058b447ec106247d3c59279835ac0ab121194492687daffbd43","sheet_sha256":"e20327ad27f5e60cabb5ea3462a498463c076ead0cbe311e004b6913c51109dc","sheet_version":"mesh-activity-sheet-v3","source_version":"b26ab74bcb115aba23955379ac313fd3e8366ebd865fabf905c03cd11d6cc520","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","support_downgraded_no_own_activity","ineligible_support_moved_to_context","support_downgraded_no_own_activity"],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","uri":"http://data.europa.eu/sdg/13","name":"Take urgent action to combat climate change and its impacts","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15","uri":"http://data.europa.eu/sdg/15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.2","uri":"http://data.europa.eu/sdg/9.2","name":"Promote inclusive and sustainable industrialization and, by 2030, significantly raise industry’s share of employment and gross domestic product, in line with national circumstances, and double its share in least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f37a9141ca8d8d65825e68304a1b56a28b4e62d683a65d5964ee7734f2e9388","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"ECOFER","title":"ECOFER: Next Generation Slag and Mineral Processing Technology","status":"CLOSED","startDate":"2018-12-01","endDate":"2019-05-31","ecSignatureDate":"2018-11-30","totalCost":71429.0,"ecMaxContribution":50000.0,"frameworkProgramme":"H2020","fundingScheme":"SME-1","masterCall":"H2020-EIC-SMEInst-2018-2020","subCall":"H2020-SMEInst-2018-2020-1","grantDoi":"10.3030/835668","keywords":[],"contentUpdateDate":"2022-08-12 17:17:36","topics":[{"code":"EIC-SMEInst-2018-2020","title":"SME instrument"}],"legalBasis":[{"code":"H2020-EU.3.","title":"PRIORITY 'Societal challenges","main":false},{"code":"H2020-EU.2.3.","title":"INDUSTRIAL LEADERSHIP - Innovation In SMEs","main":true},{"code":"H2020-EU.2.1.","title":"INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies","main":false}],"euroSciVoc":[{"code":"/25/67/417","path":"engineering and technology/environmental engineering/mining and mineral processing","title":"mining and mineral processing"},{"code":"/29/91/523/1307","path":"social sciences/economics and business/business and management/business models","title":"business models"},{"code":"/31/111","path":"humanities/philosophy, ethics and religion","title":"philosophy, ethics and religion"}],"policyPriorities":null,"organisations":[{"name":"ECOFER TECHNOLOGIES OU","shortName":"Ecofertec","role":"coordinator","country":"EE","city":"TALLIN","activityType":"PRC","sme":true,"ecContribution":50000.0,"totalCost":71429.0,"geolocation":[59.4214136,24.8011336],"order":1}],"topicDetails":[{"identifier":"EIC-SMEInst-2018-2020","title":"SME instrument","callIdentifier":"H2020-EIC-SMEInst-2018-2020","callTitle":"EIC Accelerator pilot –SME Instrument","programme":"Horizon 2020 Framework Programme","programmeDivisions":["Societal Challenges","EC Treaty","Industrial Leadership","Leadership in enabling and industrial technologies (LEIT)","Innovation in SMEs"],"typeOfAction":"SME-2b SME Instrument (grant only and blended finance)","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null,null,null,null],"budget":{"budgetByYear":{"2019":610839171,"2020":551470000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"multiple cut-off"},"keywords":["Business management","IPR management","Market-creating innovation","Financial & Investment management","Technology management"],"description":"Specific Challenge:\nWho should apply to the EIC Accelerator pilot(SME Instrument)?\nAre you an innovative, high-flying small or medium-sized business with European and global ambitions?\nHave you got an idea for an innovation that targets new markets and could boost the growth of your company?\nAre you looking for substantial funding to support you in the last stages of development?\nAnd could you make use of business development resources and coaching to take your company forward? Then the EIC Accelerator pilot (SME Instrument) is for you.\nThe EIC Accelerator pilot (SME Instrument) supports high-risk, high-potential small and medium-sized enterprises to develop and bring to market new products, services and business models that could drive economic growth.\nThe EIC Accelerator pilot (SME Instrument) is for innovators with ground-breaking concepts that could shape new markets or disrupt existing ones in Europe and worldwide.\nCompetition for support under the EIC Accelerator pilot (SME Instrument) is tough.\nThe EIC Accelerator pilot (SME Instrument) is very selective.\nFollowing the cut-off date of 5 June 2019, only ground-breaking concepts at the last stage before scale-up can be funded.\nThe highest risk, most convincing and excellent proposals can be funded after a thorough evaluation by multinational panels of technology, business and finance experts.\nSelected companies receive business coaching to further develop their innovation idea, and can also receive mentoring. They are helped in networking with other EIC Accelerator pilot (SME Instrument) clients, with other companies of all sizes, and with potential co-investors and follow-up investors across Europe. As an SME Instrument client, you will gain visibility and boost your chances of success in European and international markets.\nEurope needs more radical, market-creating innovations to improve productivity and international competitiveness and generate new jobs and higher standards of living.\nThese innovations must meet user and customer needs and tackle societal, technological and business challenges in a sustainable way.\nHave you got what it takes? Then apply now!\nScope:\nPrinciples and funding of the EIC Accelerator pilot (SME Instrument)\nWho can apply?\nFor-profit SMEs, including young companies and start-ups, from any sector. You must be established in an EU Member State or a Horizon 2020 associated country.\nFollowing the cut-off date of 5 June 2019, only individual[1] for-profit SMEs established in an EU Members State or a Horizon 2020 associated country.\nWhat topics are covered?\nThere are no set topics. Negative impacts on climate and the environment shall be avoided.\nHow does it work?\nThe EIC Accelerator pilot (SME Instrument) provides full-cycle business innovation support. In Phase 2 support is provided in the form of grant only or, following the cut-off date of 5 June 2019, blended finance (combining grant and equity). The EIC Accelerator pilot (SME Instrument) also includes coaching and mentoring.\nFeasibility study: Phase 1\nPhase 1 helps you get a grip on the R&D, technical feasibility and commercial potential of a ground-breaking, innovative idea and develop it into a credible business plan.\nActivities can include, for example, risk assessment, market research, user involvement, analysis of regulatory constraints or standards regimes, intellectual property management, partner search, or feasibility assessment.\nYour goal in Phase 1 is to formulate a solid, high-potential innovation project with a European or global growth-oriented strategy\nYour proposal must be based on an initial business plan and outline the specifications of a more elaborate one, which will be the outcome of the project.\nPhase 1 funding is a lump sum of €50 000[2]. Projects should last around 6 months.\nPlease note Phase 1 will be discontinued[3]. The final deadline for applications will be 5 September 2019.\nFrom concept to market: Phase 2\nPhase 2 helps you develop your business concept further into a market-ready product, service or process aligned with your company's growth strategy. Activities could, for example, include product/service development, trials, prototyping, validation, demonstration and testing in real-world conditions, and market replication. If the activity concerns a primarily technological innovation, a Technology Readiness Level (TRL) of 5/6 or above is required for primarily technological innovation or the equivalent for non-technological innovation. You can subcontract work essential for your innovation project.\nPhase 2 offers a grant only support to SMEs in need of one last push before the scaling-up phase; and it will offer blended finance (combining grant and equity)[4] to SMEs looking to further develop, grow and scale-up their idea.\nBeneficiaries of the EIC Accelerator pilot (SME instrument) have access to Business Acceleration Services as described below.\nYou can apply to Phase 1 as a means of preparing for Phase 2, or you can apply directly to Phase 2.\nYour proposal must be based on a strategic business plan that was either developed in Phase 1 or by another means. Your proposal must specify the expected outcome of the project and criteria for success, as well as the expected impacts on your company in both qualitative and quantitative terms (e.g. on turnover, employment, market size, IP management, sales, return on investment, profitability, and particularly the level of risk/ de-risking factor associated with support under the EIC Accelerator pilot).\nYou must pay particular attention to IP protection and ownership, and present convincing evidence or measures to ensure the possibility of commercial exploitation (often known as 'freedom to operate'). You should also address regulatory and standardisation issues.\nGrant only funding is provided (funding rate 70%) of between €0.5 million and €2.5 million.\nUnder the blended finance option, the grant component is limited to €2.5 million combined with an equity component of up to €15 ","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/EIC-SMEInst-2018-2020"}]}}
{"id":"101094685","acronym":"LEAPS","name":"Integrating Multi-Disciplinary Expertise in a Learning and Adaptive European Pandemic Preparedness System","offer":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential. LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.  LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design. LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.  LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility. Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X. Scenarios are evaluated on health, socio-economic, and sustainability impact.   LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience. LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","objective":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential. LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.  LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design. LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.  LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility. Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X. Scenarios are evaluated on health, socio-economic, and sustainability impact.   LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience. LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalSourceVersion":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","textHash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203","sourceUrl":"https://cordis.europa.eu/project/id/101094685","country":"BE","participantCountries":["BE","CH","DK","EL","FR"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2025-11-11 15:18:00","locations":[],"goal":3,"goalIds":[3],"rels":[{"code":"10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","uri":"http://data.europa.eu/sdg/10.2","state":"supported","strength":"strong","assertionId":"mapping:aef515538137ec9445d4b1c9998a86f87e8d805966a202c6dc7fce7a92df5cbe","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.”","modality":"planned","hypothesis":null,"quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.\n\nThe COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","reason":"purpose: The project explicitly aims to validate a roadmap for large-scale implementation involving EU and national authorities and stakeholders in an ecosystem of interlinked actors, directly addressing the inclusion of diverse actors.\nscope: The project involves EU level and national authorities and stakeholders, satisfying the condition for promoting inclusion irrespective of origin or status through a multi-level governance approach.","checks":[{"evidence_ids":["s9","s1","s2","s3","s4","s5","s6","s7","s8"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to validate a roadmap for large-scale implementation involving EU and national authorities and stakeholders in an ecosystem of interlinked actors, directly addressing the inclusion of diverse actors.","status":"supported"},{"evidence_ids":["s9","s1","s2","s3","s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"The project involves EU level and national authorities and stakeholders, satisfying the condition for promoting inclusion irrespective of origin or status through a multi-level governance approach.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"aef515538137ec9445d4b1c9998a86f87e8d805966a202c6dc7fce7a92df5cbe","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"59627f89eb503a68f556415fcd3503993fa0cdfc7c4620198fe91359c5416f46","recordedAt":"2026-09-28T18:13:10.652525+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-3856f6a7f4db1a40b0ee68b1","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1982,"evidence_id":"s9","ownership":"current_project","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","quote_sha256":"234b13215b579a9535aa249a8aa76ef144ed7a210778385735110b9b8ead00f3","role":"dissemination","source_span_id":"403156c91d3dea030e45cc51255fa23047b6c96f30b1b6a2ee7933f1f5718e9f","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1614},"activityBinding":{"activity_ids":["act-3856f6a7f4db1a40b0ee68b1"],"activity_refs":["a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]},"scope":{"activity_evidence_ids":["s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8"]}},"check_units":{"purpose":["a9"],"scope":["a9"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-3856f6a7f4db1a40b0ee68b1","conditions":"during non-emergency periods","description":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities to disseminate relevant and accessible information, and during non-emergency periods validate a roadmap for large-scale implementation of LEAPS methodology by EU level and national authorities and stakeholders in an ecosystem of interlinked actors.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:408b632609e6cacac6c265f5e126281a5416a89e2224f502e91c4b2d46aecf55","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.”","modality":"planned","hypothesis":null,"quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","reason":"purpose: The project explicitly develops protocols for accelerated medical countermeasure development, a stated health-related intervention to ensure healthy lives.\nscope: Developing medical countermeasures directly targets human health outcomes, satisfying the condition for healthy lives without geographic or age restrictions.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops protocols for accelerated medical countermeasure development, a stated health-related intervention to ensure healthy lives.","status":"supported"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"Developing medical countermeasures directly targets human health outcomes, satisfying the condition for healthy lives without geographic or age restrictions.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"408b632609e6cacac6c265f5e126281a5416a89e2224f502e91c4b2d46aecf55","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-26T04:51:50.681644+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-3ba9f2e321c3f1ef7c7661a9","activity_ref":"a6","claim_unit_candidates":["a6"],"end":1147,"evidence_id":"s5","ownership":"current_project","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","quote_sha256":"24ece4042b47edb6bff87f7af4bf6627bfc8c3350d0d9b2fb72ec678411686ad","role":"activity","source_span_id":"e0f6c6c5400ae19f370367259b555d6afdb023b7449abbaba62012f053a2006e","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1024},"activityBinding":{"activity_ids":["act-3ba9f2e321c3f1ef7c7661a9"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":[]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-3ba9f2e321c3f1ef7c7661a9","conditions":null,"description":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"06d9ea121af49ebe76bd30ac89ac3220b079cc203030d6d7fca9cc50defb8946","sheet_sha256":"47223608e18145188d9d50454fcb677b4289ed8482bccc16ed6ad8af48dc89b1","sheet_version":"mesh-activity-sheet-v2","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3.3","name":"By 2030, end the epidemics of AIDS, tuberculosis, malaria and neglected tropical diseases and combat hepatitis, water-borne diseases and other communicable diseases","uri":"http://data.europa.eu/sdg/3.3","state":"supported","strength":"strong","assertionId":"mapping:b4b6404fd90cc66a73b6890c35ae6a7528cb01e4d60b6857a6df51015eac7f73","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.”","modality":"planned","hypothesis":null,"quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nThe COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.","reason":"purpose: The project explicitly undertakes research and development of interventions (surveillance, modeling, countermeasures) to combat human communicable diseases, establishing a clear prevention and treatment pathway.\nscope: The current work addresses human viral infections through genomic surveillance, epidemiologic modeling, and intervention design against a pathogen, qualifying as a human communicable disease scope.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly undertakes research and development of interventions (surveillance, modeling, countermeasures) to combat human communicable diseases, establishing a clear prevention and treatment pathway.","status":"supported"},{"evidence_ids":["s2","s3","s4","s5","s6","s7","s1"],"id":"scope","missing_evidence":null,"reason":"The current work addresses human viral infections through genomic surveillance, epidemiologic modeling, and intervention design against a pathogen, qualifying as a human communicable disease scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"b4b6404fd90cc66a73b6890c35ae6a7528cb01e4d60b6857a6df51015eac7f73","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"aa5b28f9b8b6387827415183855c02448f8747609ceb225a64f443cd3172394d","recordedAt":"2026-09-26T15:54:11.944372+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-ba04656f6742aeb45657b1e6","activity_ref":"a3","claim_unit_candidates":["a3"],"end":543,"evidence_id":"s2","ownership":"current_project","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","quote_sha256":"4d5b1bc37cb65d3f48fe9f3a8497a1b4162853020b63767fb2fabc3d0a275e8a","role":"activity","source_span_id":"b492dfdb8663843a2e0b8ee8379ca575993e2b20fbe0d1664bd5d4329ad8b893","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":198},"activityBinding":{"activity_ids":["act-ba04656f6742aeb45657b1e6","act-081f0c72fbb74cfde623718f","act-553b1ad116288d2e31255f9d","act-3ba9f2e321c3f1ef7c7661a9","act-f8acc7e9e5de9c8614b2a861","act-44c4c03d67ab5a09833c517f"],"activity_refs":["a3","a4","a5","a6","a7","a8"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s2","s3","s4","s5","s6"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2","s3","s4","s5","s6","s7"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a3","a4","a5","a6","a7"],"scope":["a3","a4","a5","a6","a7","a8"]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8"],"pathway":"a3 -> a4 -> a5 -> a6 -> a7 -> a8","selected_units":[{"activity_id":"act-ba04656f6742aeb45657b1e6","conditions":null,"description":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and pandemic preparedness by delivering a system-wide stakeholder-validated proof of concept.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-081f0c72fbb74cfde623718f","conditions":null,"description":"LEAPS will fill gaps in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-553b1ad116288d2e31255f9d","conditions":null,"description":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-3ba9f2e321c3f1ef7c7661a9","conditions":null,"description":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-f8acc7e9e5de9c8614b2a861","conditions":null,"description":"LEAPS proposes model-based policy support to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-44c4c03d67ab5a09833c517f","conditions":null,"description":"LEAPS evaluates scenarios on health, socio-economic, and sustainability impact.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true}],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"1","name":"End poverty in all its forms everywhere","uri":"http://data.europa.eu/sdg/1","state":"no_mapping","strength":"partial","assertionId":"mapping:e5ef8c3b595724cd7d3500536e5da48ffa5b90c3d3675de3a48c09d40378275b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: Project focuses on pandemic preparedness, surveillance, and medical countermeasures, not poverty or material deprivation mechanisms.\nscope: No identified poverty mechanism, protection system, or vulnerable population connected to the project's activities.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on pandemic preparedness, surveillance, and medical countermeasures, not poverty or material deprivation mechanisms.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"No identified poverty mechanism, protection system, or vulnerable population connected to the project's activities.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"e5ef8c3b595724cd7d3500536e5da48ffa5b90c3d3675de3a48c09d40378275b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"717a95833a1f8df283f48c34f9f9ee2be89d44bb3d94822abd15272d62e2847a","recordedAt":"2026-09-27T01:58:38.970233+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:d5a1ea0c58afeedeea439033070eee4de1dde8dc938601eaa24ddb2443d13392","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: The project addresses pandemic preparedness and health equity, but does not examine or intervene in specific mechanisms of inequality (e.g., income, rights, migration) as required by the SDG 10 purpose criterion.\nscope: The project focuses on technical pandemic response mechanisms (surveillance, modeling, countermeasures) rather than identifying or studying specific social/economic inequalities, exclusion, or institutional imbalances defined in the SDG 10 scope.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project addresses pandemic preparedness and health equity, but does not examine or intervene in specific mechanisms of inequality (e.g., income, rights, migration) as required by the SDG 10 purpose criterion.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project focuses on technical pandemic response mechanisms (surveillance, modeling, countermeasures) rather than identifying or studying specific social/economic inequalities, exclusion, or institutional imbalances defined in the SDG 10 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"d5a1ea0c58afeedeea439033070eee4de1dde8dc938601eaa24ddb2443d13392","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-27T16:39:37.274530+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v33-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:db440b3fa912b26316fb2670b5726533c18626d19800a0caeebac698b4bb4272","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: The project focuses on pandemic preparedness and health systems, not on making cities or human settlements inclusive, safe, resilient, or sustainable.\nscope: The intervention targets a European pandemic preparedness system and does not involve a city, settlement, or urban-system setting.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on pandemic preparedness and health systems, not on making cities or human settlements inclusive, safe, resilient, or sustainable.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The intervention targets a European pandemic preparedness system and does not involve a city, settlement, or urban-system setting.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"db440b3fa912b26316fb2670b5726533c18626d19800a0caeebac698b4bb4272","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-27T01:58:38.971735+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"no_mapping","strength":"partial","assertionId":"mapping:744d67bce241ce0fecba4d671efd45b083e8cb338f9e09c47fd56d46ea7a8656","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: The project focuses on pandemic preparedness and response, not climate change mitigation or adaptation.\nscope: The project addresses pathogens and outbreaks, not climate change or climate-related impacts as substantive objects.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on pandemic preparedness and response, not climate change mitigation or adaptation.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project addresses pathogens and outbreaks, not climate change or climate-related impacts as substantive objects.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"744d67bce241ce0fecba4d671efd45b083e8cb338f9e09c47fd56d46ea7a8656","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-27T02:00:19.499083+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.1","name":"Strengthen resilience and adaptive capacity to climate-related hazards and natural disasters in all countries","uri":"http://data.europa.eu/sdg/13.1","state":"no_mapping","strength":"partial","assertionId":"mapping:f7d14fa3bcbbad4d11e71ab60168f612b793c1a7e3c22cbf0511cfd1121b4bc1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.","reason":"purpose: The project focuses on pandemic preparedness and health emergencies, not climate-related hazards or natural disasters. The context mentions pandemics, which are distinct from the defined scope of SDG 13.1.\nscope: The identified hazard is a pandemic (pathogen X), not a climate-related hazard or natural disaster. Therefore, the required context for SDG 13.1 is not present in the selected work.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on pandemic preparedness and health emergencies, not climate-related hazards or natural disasters. The context mentions pandemics, which are distinct from the defined scope of SDG 13.1.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The identified hazard is a pandemic (pathogen X), not a climate-related hazard or natural disaster. Therefore, the required context for SDG 13.1 is not present in the selected work.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"f7d14fa3bcbbad4d11e71ab60168f612b793c1a7e3c22cbf0511cfd1121b4bc1","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b74bcdceef54aa5378471f7c067861e33fba22f4d1221068f35a9a10998cb382","recordedAt":"2026-09-27T02:00:19.502370+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.6","name":"Develop effective, accountable and transparent institutions at all levels","uri":"http://data.europa.eu/sdg/16.6","state":"no_mapping","strength":"partial","assertionId":"mapping:98c399b3bc99c05735339c0726577aa524abd6f80b24fed8a7cf21baedf87099","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","reason":"purpose: The project explicitly aims to develop policy support for effective, implementable, stakeholder co-created epidemic response scenarios, directly contributing to effective institutions.\nscope: The project targets EU countries and health authorities, not 'all levels' (local, national, sub-national) or specific vulnerable populations as required by the official text.","checks":[{"evidence_ids":["s7","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to develop policy support for effective, implementable, stakeholder co-created epidemic response scenarios, directly contributing to effective institutions.","status":"supported"},{"evidence_ids":["s6","s7","s9","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets EU countries and health authorities, not 'all levels' (local, national, sub-national) or specific vulnerable populations as required by the official text.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"98c399b3bc99c05735339c0726577aa524abd6f80b24fed8a7cf21baedf87099","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28cc852117d55807b1ec192f92fe9d3a1a7637a20f723fb87658a31955e5aed4","recordedAt":"2026-09-28T18:13:10.655208+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-f8acc7e9e5de9c8614b2a861","act-44c4c03d67ab5a09833c517f","act-3856f6a7f4db1a40b0ee68b1"],"activity_refs":["a7","a8","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":["s6","s7","s9"],"context_evidence_ids":["s2","s3","s4","s5"]}},"check_units":{"purpose":["a8"],"scope":["a7","a8","a9"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-f8acc7e9e5de9c8614b2a861","conditions":null,"description":"LEAPS proposes model-based policy support to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true},{"activity_id":"act-44c4c03d67ab5a09833c517f","conditions":null,"description":"LEAPS evaluates scenarios on health, socio-economic, and sustainability impact.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-3856f6a7f4db1a40b0ee68b1","conditions":"during non-emergency periods","description":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities to disseminate relevant and accessible information, and during non-emergency periods validate a roadmap for large-scale implementation of LEAPS methodology by EU level and national authorities and stakeholders in an ecosystem of interlinked actors.","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a9","role":"dissemination","support_eligible":true}],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:3c87f8cde1a62772a671ec8b5a589e6a794535f7c269408f5d1e74cc17814e02","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: The project focuses on pandemic preparedness, genomic surveillance, and health emergency response, not on hunger, food security, nutrition, or sustainable agriculture.\nscope: The contribution concerns health emergencies and pathogen response, not people's food or nutrition needs or agricultural systems.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on pandemic preparedness, genomic surveillance, and health emergency response, not on hunger, food security, nutrition, or sustainable agriculture.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns health emergencies and pathogen response, not people's food or nutrition needs or agricultural systems.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"3c87f8cde1a62772a671ec8b5a589e6a794535f7c269408f5d1e74cc17814e02","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-27T02:00:19.503913+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.1","name":"By 2030, end hunger and ensure access by all people, in particular the poor and people in vulnerable situations, including infants, to safe, nutritious and sufficient food all year round","uri":"http://data.europa.eu/sdg/2.1","state":"no_mapping","strength":"partial","assertionId":"mapping:fc8826c50653e301b46749bf30c411ad355481bc27a8d6b614590bcee51de389","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","reason":"purpose: The project focuses on pandemic preparedness and genomic surveillance, not reducing hunger or improving food access.\nscope: The intended outcome concerns pathogen X and public health, not human food access or hunger.","checks":[{"evidence_ids":["s3","s2"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on pandemic preparedness and genomic surveillance, not reducing hunger or improving food access.","status":"not_met"},{"evidence_ids":["s3","s2"],"id":"scope","missing_evidence":null,"reason":"The intended outcome concerns pathogen X and public health, not human food access or hunger.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"fc8826c50653e301b46749bf30c411ad355481bc27a8d6b614590bcee51de389","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cc2509ead9794afe3a7c5c352148529d19822f9e70e7ccf5c733d776ee049347","recordedAt":"2026-09-27T02:00:19.505287+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-081f0c72fbb74cfde623718f"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[{"activity_id":"act-081f0c72fbb74cfde623718f","conditions":null,"description":"LEAPS will fill gaps in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:37e109c553a6ee86be1621ff4a6f68b5f1e79fd5b3b3954eba9f5b50975edb6b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nLEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: The project focuses on infectious diseases (pathogen X) and pandemic preparedness, not non-communicable diseases or mental health. All activities relate to infectious disease surveillance and response.\nscope: The selected work concerns infectious diseases (pathogen X), not human non-communicable diseases or mental health. The scope does not match the required disease category.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on infectious diseases (pathogen X) and pandemic preparedness, not non-communicable diseases or mental health. All activities relate to infectious disease surveillance and response.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The selected work concerns infectious diseases (pathogen X), not human non-communicable diseases or mental health. The scope does not match the required disease category.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"37e109c553a6ee86be1621ff4a6f68b5f1e79fd5b3b3954eba9f5b50975edb6b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-27T02:02:04.847489+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3"],"pathway":null,"selected_units":[],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.b","name":"Support the research and development of vaccines and medicines for the communicable and non‑communicable diseases that primarily affect developing countries, provide access to affordable essential medicines and vaccines, in accordance with the Doha Declaration on the TRIPS Agreement and Public Health, which affirms the right of developing countries to use to the full the provisions in the Agreement on Trade-Related Aspects of Intellectual Property Rights regarding flexibilities to protect public health, and, in particular, provide access to medicines for all","uri":"http://data.europa.eu/sdg/3.b","state":"no_mapping","strength":"partial","assertionId":"mapping:f542890b4c575eb100b58ab745601f46e8733128ca3da480a54437241b0fc989","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.\n\nThe COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.\n\nLEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.\n\nLEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.\n\nLEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.\n\nBased on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.\n\nScenarios are evaluated on health, socio-economic, and sustainability impact.\n\nLEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.\n\nLEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","reason":"purpose: Project explicitly develops protocols and models for accelerated medical countermeasure development, satisfying the R&D limb for medicines.\nscope: While countermeasures are developed, the source does not establish relevance to diseases primarily affecting developing countries or a specific access mechanism.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly develops protocols and models for accelerated medical countermeasure development, satisfying the R&D limb for medicines.","status":"supported"},{"evidence_ids":["s5","s1","s2","s3","s4","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"While countermeasures are developed, the source does not establish relevance to diseases primarily affecting developing countries or a specific access mechanism.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1147,"kind":"text","quote":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","start":1024,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":197,"kind":"text","quote":"The COVID-19 pandemic has exposed a global need for accelerating research, improving surveillance, and efficiently developing countermeasures against pathogens with epidemic and pandemic potential.","start":0,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":543,"kind":"text","quote":"LEAPS aims to demonstrate the value and feasibility of a pro-active policy-supporting strategy for genomic surveillance and for pandemic preparedness and response, by delivering a system-wide stakeholder-validated proof of concept, validated in 4 EU countries, of a learning and adaptive European pandemic preparedness system against pathogen X.","start":198,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":844,"kind":"text","quote":"LEAPS will fill the gaps observed by global, EU (HERA) and national stakeholders in pandemic response by demonstrating the feasibility of combining genomic One Health surveillance, with genomic epidemiologic modeling for detailed pathogen understanding and precise public health intervention design.","start":545,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1022,"kind":"text","quote":"LEAPS formalizes dynamic health emergency threat assessment linked to the initiation of governance mechanisms to enable timely decisions in crucial, early stages of an outbreak.","start":845,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1426,"kind":"text","quote":"Based on resulting highly effective intervention strategies, timely countermeasure access and governance mechanisms, model-based policy support is proposed to health authorities for effective, implementable, stakeholder co-created epidemic response scenarios against pathogen X.","start":1148,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1504,"kind":"text","quote":"Scenarios are evaluated on health, socio-economic, and sustainability impact.","start":1427,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1613,"kind":"text","quote":"LEAPS brings together a unique multidisciplinary team with optimal complementary expertise and experience.","start":1507,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"},{"end":1982,"kind":"text","quote":"LEAPS will interact regularly with medical and scientific communities, HERA and health authorities in order to disseminate relevant and accessible information, and during non-emergency periods LEAPS will validate a roadmap for large-scale implementation of LEAPS methodology by EU level, and national authorities and stakeholders in an ecosystem of interlinked actors.","start":1614,"text_hash":"a7fe2265510a942f4a10bd3c67771ce9ea08873ca0b59f1a992e336f5078b203"}],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","originalAssertionId":"f542890b4c575eb100b58ab745601f46e8733128ca3da480a54437241b0fc989","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"baf47ef6061c87e1f0306bd32f4bf332cc8bdb1cf2c26b466a6015cb9ec820d0","recordedAt":"2026-09-27T02:02:04.851265+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-3ba9f2e321c3f1ef7c7661a9"],"activity_refs":["a6"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s1","s2","s3","s4","s6","s7","s8","s9"]}},"check_units":{"purpose":["a6"],"scope":["a6"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-3ba9f2e321c3f1ef7c7661a9","conditions":null,"description":"LEAPS will develop protocols and models for accelerated medical countermeasure development, availability and accessibility.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"c5ca8e731cd30f0053b8d4b707eedb4545527470a510016f381ae5c3fe851417","sheet_sha256":"73c8511551f7cf7b18e592fda8a3483d28454535dc49ba84c8fdc28aaf0567d8","sheet_version":"mesh-activity-sheet-v3","source_version":"c8d17c06cecd7752a00a36add9eec2a61f55db9838de39f41f096eb8fa4af8c7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1.3","uri":"http://data.europa.eu/sdg/1.3","name":"Implement nationally appropriate social protection systems and measures for all, including floors, and by 2030 achieve substantial coverage of the poor and the vulnerable","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"11.b","uri":"http://data.europa.eu/sdg/11.b","name":"By 2020, substantially increase the number of cities and human settlements adopting and implementing integrated policies and plans towards inclusion, resource efficiency, mitigation and adaptation to climate change, resilience to disasters, and develop and implement, in line with the Sendai Framework for Disaster Risk Reduction 2015–2030, holistic disaster risk management at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.7","uri":"http://data.europa.eu/sdg/3.7","name":"By 2030, ensure universal access to sexual and reproductive health-care services, including for family planning, information and education, and the integration of reproductive health into national strategies and programmes","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.8","uri":"http://data.europa.eu/sdg/3.8","name":"Achieve universal health coverage, including financial risk protection, access to quality essential health-care services and access to safe, effective, quality and affordable essential medicines and vaccines for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3.d","uri":"http://data.europa.eu/sdg/3.d","name":"Strengthen the capacity of all countries, in particular developing countries, for early warning, risk reduction and management of national and global health risks","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"4f4ddc3d8ccaa7bb8b52ec62b5c08d4977a460f5f663b77dd15fe72d6426f36c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"LEAPS","title":"Integrating Multi-Disciplinary Expertise in a Learning and Adaptive European Pandemic Preparedness System","status":"SIGNED","startDate":"2023-10-01","endDate":"2027-09-30","ecSignatureDate":"2023-10-09","totalCost":2999600.0,"ecMaxContribution":2999600.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-HLTH-2022-DISEASE-07","subCall":"HORIZON-HLTH-2022-DISEASE-07","grantDoi":"10.3030/101094685","keywords":["Preparedness","Pandemic response","Health systems modelling","Scenario-based decision support","Infectious diseases","Surveillance","Epidemiology"],"contentUpdateDate":"2025-11-11 15:18:00","topics":[{"code":"HORIZON-HLTH-2022-DISEASE-07-02","title":"Pandemic preparedness"}],"legalBasis":[{"code":"HORIZON.2.1","title":"Health","main":true},{"code":"HORIZON.2.1.4","title":"Infectious Diseases, including poverty-related and neglected diseases","main":false}],"euroSciVoc":[{"code":"/29/101/559","path":"social sciences/sociology/governance","title":"governance"},{"code":"/21/33/137/133/9678651","path":"medical and health sciences/health sciences/public health/epidemiology/pandemics","title":"pandemics"},{"code":"/23/49/335/1009","path":"natural sciences/biological sciences/ecology/ecosystems","title":"ecosystems"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"KATHOLIEKE UNIVERSITEIT LEUVEN","shortName":"KU Leuven","role":"coordinator","country":"BE","city":"Leuven","activityType":"HES","sme":false,"ecContribution":1473745.0,"totalCost":1473745.0,"geolocation":[50.87959,4.70093],"order":1},{"name":"INSTITUT PASTEUR","shortName":"IP","role":"participant","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":499980.0,"totalCost":499980.0,"geolocation":[48.840345987,2.3108140111],"order":2},{"name":"STATENS SERUM INSTITUT","shortName":"SSI","role":"participant","country":"DK","city":"Kobenhavn S","activityType":"REC","sme":false,"ecContribution":526875.0,"totalCost":526875.0,"geolocation":[55.666081,12.587481],"order":3},{"name":"HELLENIC PASTEUR INSTITUTE","shortName":null,"role":"participant","country":"EL","city":"ATHENS","activityType":"REC","sme":false,"ecContribution":499000.0,"totalCost":499000.0,"geolocation":[37.9841493,23.7279843],"order":4},{"name":"UNIVERSITA DELLA SVIZZERA ITALIANA","shortName":"USI","role":"associatedPartner","country":"CH","city":"Lugano","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[46.01008,8.96004],"order":5}],"topicDetails":[{"identifier":"HORIZON-HLTH-2022-DISEASE-07-02","title":"Pandemic preparedness","callIdentifier":"HORIZON-HLTH-2022-DISEASE-07","callTitle":"Tackling diseases (Single Stage - 2022)","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Global Challenges and European Industrial Competitiveness","Health","Infectious Diseases, including poverty-related and neglected diseases"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2022-01-12","deadlineDates":["2022-04-21"],"budget":{"budgetByYear":{"2022":"10000000"},"expectedGrants":3,"minContribution":3000000,"maxContribution":3000000,"deadlineModel":"single-stage"},"keywords":["Health policy and services","Infectious diseases","Public and environmental health"],"description":"Expected Outcome:\nThis topic aims at supporting activities that are enabling or contributing to one or several expected impacts of destination 3 “Tackling diseases and reducing disease burden”. To that end, proposals under this topic should aim for delivering results that are directed, tailored towards and contributing to some of the following expected outcomes:\n• The scientific community has better understanding of the biology of the pathogens (virus, bacteria etc.), its transmission, its interaction with humans, animals and plants, in particular in view of emerging threats to human health, such as infectious diseases and anti-microbial resistance.\n• Health care providers and practitioners have access to and use appropriate medical countermeasures, e.g. vaccines, diagnostics, therapeutics and digital solutions.\n• Health authorities have the evidence-base and tools for better public health measures.\nScope:\nThe COVID-19 pandemic has revealed weaknesses in the ability of the Union and its Member States to respond quickly and effectively to such an unprecedented health emergency. Therefore, the Commission is stepping up its efforts in supporting the Union’s ability to respond to serious cross-border threats.\nMember States agreed to step up their coordination in the area of pandemic preparedness research and aim to establish a European partnership on pandemic preparedness. A dedicated coordination support action[1] will help develop a common long-term Strategic Research and Innovation Agenda for such a partnership.\nA key component for the European Health Union will be the establishment of the Health Emergency Preparedness and Response Authority (HERA) for which the Commission will put forward a legislative proposal by the end of 2021. It should build on experiences dealing with COVID-19, SARS and influenza, and consider emerging biological threats to human health, e.g. in the context of climate change, deforestation and biodiversity loss.\nThis topic aims to contribute and complement both of these initiatives, notably by addressing priority research and innovation gaps also identified by Member States and that would contribute and support the establishment and work of a potential future Health Emergency Preparedness and Response Authority (HERA).\nResearch focussing on ‘pathogen X’ from threat assessment, horizon scanning for the identification of potential medical countermeasures and innovative technologies, including the development of standardised research protocols would be in the scope of this topic.\n[1] HORIZON-HLTH-2021-DISEASE-04-06: Building a European partnership for pandemic preparedness","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-HLTH-2022-DISEASE-07-02"}]}}
{"id":"101226371","acronym":"GreenFieldData","name":"IoRT Data management and analysis for Sustainable Agriculture","offer":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints. At a policy level GreenFieldData outcomes will feed in directly to the aims of the HE Strategic Plan 2025-2027, EU Partnership Agriculture of Data and Digital EU Program. GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture. GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries. Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper. The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders). The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","objective":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints. At a policy level GreenFieldData outcomes will feed in directly to the aims of the HE Strategic Plan 2025-2027, EU Partnership Agriculture of Data and Digital EU Program. GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture. GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries. Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper. The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders). The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalSourceVersion":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","textHash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232","sourceUrl":"https://cordis.europa.eu/project/id/101226371","country":"FR","participantCountries":["BE","DK","FR","IE","IT","PL","PT"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-30 10:48:49","locations":[],"goal":2,"goalIds":[2,9,13],"rels":[{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:8a692925246079b4df4edb015d6f5596432a6f9a4496185dbca5feca6d50b693","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.”","modality":"planned","hypothesis":null,"quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project explicitly aims to enable the agricultural sector to assess and mitigate the impacts of climate change, satisfying the stated mitigation pathway.\nscope: Climate change impacts are substantive objects of the project activity, as the solutions are tailored to the EU context to address these specific challenges.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to enable the agricultural sector to assess and mitigate the impacts of climate change, satisfying the stated mitigation pathway.","status":"supported"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"Climate change impacts are substantive objects of the project activity, as the solutions are tailored to the EU context to address these specific challenges.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"8a692925246079b4df4edb015d6f5596432a6f9a4496185dbca5feca6d50b693","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-26T14:43:38.283820+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-d21da50c7f6e9709809cd268","activity_ref":"a9","claim_unit_candidates":["a9","a10","a11"],"end":1746,"evidence_id":"s7","ownership":"current_project","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","quote_sha256":"b8a7ac88c66219552a92c5846cf6976b07892e6e85b302c0e9d596a37ad76e34","role":"output","source_span_id":"863ca8190ad9aee191096438a49e09d3c639dd757a1cd3ba3227413a55e9cc03","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1423},"activityBinding":{"activity_ids":["act-d21da50c7f6e9709809cd268","act-5031563137a8d03a3a5330e5","act-b594651d365bbb5badfc1cb0"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a10"],"pathway":null,"selected_units":[{"activity_id":"act-d21da50c7f6e9709809cd268","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-5031563137a8d03a3a5330e5","conditions":null,"description":"The project will enable the agricultural sector to assess and mitigate the impacts of climate change and define new sustainable low input practices.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-b594651d365bbb5badfc1cb0","conditions":null,"description":"The project will increase the resilience and competitiveness of the agricultural sector.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"supported","strength":"strong","assertionId":"mapping:6c89394c23cd84fdf16881c0a9cc6b2db88fc241fba7dd401f4b731a7c752f6c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project explicitly proposes IoRT solutions for sustainable agriculture (s3) and outputs enable the sector to define new sustainable low input practices (s7), meeting the condition.\nscope: The contribution concerns an agricultural system intended to produce food sustainably (s3, s7), satisfying the scope condition without requiring a specific country or vulnerable group.","checks":[{"evidence_ids":["s3","s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly proposes IoRT solutions for sustainable agriculture (s3) and outputs enable the sector to define new sustainable low input practices (s7), meeting the condition.","status":"supported"},{"evidence_ids":["s3","s7"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns an agricultural system intended to produce food sustainably (s3, s7), satisfying the scope condition without requiring a specific country or vulnerable group.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"6c89394c23cd84fdf16881c0a9cc6b2db88fc241fba7dd401f4b731a7c752f6c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T14:43:38.287215+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-ba9e7db68aff7f424febf5cf","activity_ref":"a4","claim_unit_candidates":["a4"],"end":721,"evidence_id":"s3","ownership":"current_project","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","quote_sha256":"6972ba1f031e6d981fb15aed56106f8b9e7d49a9d08220f24d7515d9b3dd84b6","role":"activity","source_span_id":"68b3f370981323790ad0a0163d15e6ee6aa7c1902e93a76f29397f0dafa91030","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":495},"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf","act-d21da50c7f6e9709809cd268","act-5031563137a8d03a3a5330e5","act-b594651d365bbb5badfc1cb0"],"activity_refs":["a4","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s3","s7"],"context_evidence_ids":[]}},"check_units":{"purpose":["a4","a9","a10","a11"],"scope":["a4","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a4","a9","a10"],"pathway":"a4 (research on IoRT for sustainable agriculture) -> a9 (human-centric IoT/robotics data solutions) -> a10 (enabling sector to assess/mitigate climate change impacts and define sustainable practices)","selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-d21da50c7f6e9709809cd268","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-5031563137a8d03a3a5330e5","conditions":null,"description":"The project will enable the agricultural sector to assess and mitigate the impacts of climate change and define new sustainable low input practices.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-b594651d365bbb5badfc1cb0","conditions":null,"description":"The project will increase the resilience and competitiveness of the agricultural sector.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"supported","strength":"strong","assertionId":"mapping:d28227c66ca6267496ae0a0a47c94ef6121192f3b1e3e4d713c4187da661dd34","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project explicitly develops IoRT-based solutions for sustainable agriculture (s3) to enable the sector to mitigate climate change impacts and define sustainable practices (s7), meeting the condition.\nscope: The specified contribution involves defining new sustainable low input practices (s7) situated in agricultural practice, linked to sustainability and resilience, addressing a relevant component.","checks":[{"evidence_ids":["s3","s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops IoRT-based solutions for sustainable agriculture (s3) to enable the sector to mitigate climate change impacts and define sustainable practices (s7), meeting the condition.","status":"supported"},{"evidence_ids":["s7","s3"],"id":"scope","missing_evidence":null,"reason":"The specified contribution involves defining new sustainable low input practices (s7) situated in agricultural practice, linked to sustainability and resilience, addressing a relevant component.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"d28227c66ca6267496ae0a0a47c94ef6121192f3b1e3e4d713c4187da661dd34","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-26T14:45:12.302172+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-ba9e7db68aff7f424febf5cf","activity_ref":"a4","claim_unit_candidates":["a4"],"end":721,"evidence_id":"s3","ownership":"current_project","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","quote_sha256":"6972ba1f031e6d981fb15aed56106f8b9e7d49a9d08220f24d7515d9b3dd84b6","role":"activity","source_span_id":"68b3f370981323790ad0a0163d15e6ee6aa7c1902e93a76f29397f0dafa91030","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":495},"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf","act-d21da50c7f6e9709809cd268","act-5031563137a8d03a3a5330e5","act-b594651d365bbb5badfc1cb0"],"activity_refs":["a4","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a4","a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a4","a10"],"pathway":"a4 -> a10","selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-d21da50c7f6e9709809cd268","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-5031563137a8d03a3a5330e5","conditions":null,"description":"The project will enable the agricultural sector to assess and mitigate the impacts of climate change and define new sustainable low input practices.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-b594651d365bbb5badfc1cb0","conditions":null,"description":"The project will increase the resilience and competitiveness of the agricultural sector.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"supported","strength":"strong","assertionId":"mapping:280222d252a49847b2cbe80f793296b9e808cee02efab31eac9b59d03bdf17a9","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","reason":"purpose: The project explicitly aims to train a new generation of researchers using a human-centric approach to address digital and green transition challenges, satisfying the stated educational pathway condition.\nscope: The project mobilizes 14 Doctoral Candidates enrolled in Double Degree Doctorate programmes, identifying a specific learner population and educational opportunity within the project scope.","checks":[{"evidence_ids":["s1","s4"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to train a new generation of researchers using a human-centric approach to address digital and green transition challenges, satisfying the stated educational pathway condition.","status":"supported"},{"evidence_ids":["s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project mobilizes 14 Doctoral Candidates enrolled in Double Degree Doctorate programmes, identifying a specific learner population and educational opportunity within the project scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":323,"kind":"text","quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.","start":0,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"280222d252a49847b2cbe80f793296b9e808cee02efab31eac9b59d03bdf17a9","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-27T14:10:01.105240+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":{"activity_id":"act-5f92e6a770766950feba57bc","activity_ref":"a5","claim_unit_candidates":["a5"],"end":895,"evidence_id":"s4","ownership":"current_project","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","quote_sha256":"5c3da0a78f38418346ff50707d9a54ab1d5841f1eab2f0fa706949a5de3320e0","role":"activity","source_span_id":"deb650a68b7072e9359a128217c54d2cf432b260fa205025d00785462e1b8271","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":722},"activityBinding":{"activity_ids":["act-a0836479e4690f916a45ec28","act-5f9aa5d22f42757e7bd68efc","act-5f92e6a770766950feba57bc"],"activity_refs":["a1","a2","a5"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s4"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s5"]}},"check_units":{"purpose":["a1","a2"],"scope":["a5"]},"code_owned_checks":[],"model_selected_units":["a5","a8"],"pathway":"a5 provides the learner population (Doctoral Candidates) and a5/a8 establish the educational opportunity (training network and toolbox of knowledge/strategies).","selected_units":[{"activity_id":"act-a0836479e4690f916a45ec28","conditions":null,"description":"The project will train a new generation of researchers using a human-centric approach to address digital and green transition challenges.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"dissemination","support_eligible":true},{"activity_id":"act-5f9aa5d22f42757e7bd68efc","conditions":null,"description":"The project will ensure the robustness and relevance of solutions responding to specific EU market needs in a context of climate change and socio-economic constraints.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true},{"activity_id":"act-5f92e6a770766950feba57bc","conditions":null,"description":"The project will mobilize 14 Doctoral Candidates enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners across 7 EU countries.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"bf8f2f93a7c886bff9013ce2331ab9e8c01de7b7ddf052a94dbd7c94a559848e","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v32-20260927","rubricKind":"authored","candidateSource":"model_goal_nomination","navigationEligible":false},{"code":"4.4","name":"By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship","uri":"http://data.europa.eu/sdg/4.4","state":"supported","strength":"strong","assertionId":"mapping:16db73c620307d85e41da7b5155ca658e1ab740b29b8e0837487037d381ed7a1","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nThe ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).","reason":"purpose: Project explicitly trains Doctoral Candidates (youth) via Double Degree Doctorate programmes, directly linking to future employment in the operational workforce.\nscope: Source identifies training of Doctoral Candidates (youth) with explicit connection to boosting employability for the next generation operational workforce.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly trains Doctoral Candidates (youth) via Double Degree Doctorate programmes, directly linking to future employment in the operational workforce.","status":"supported"},{"evidence_ids":["s4","s6"],"id":"scope","missing_evidence":null,"reason":"Source identifies training of Doctoral Candidates (youth) with explicit connection to boosting employability for the next generation operational workforce.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1422,"kind":"text","quote":"The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).","start":1146,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"16db73c620307d85e41da7b5155ca658e1ab740b29b8e0837487037d381ed7a1","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ec195f61027380c473c760ce5451e4504ad22e2c509b360ca7900df891912911","recordedAt":"2026-09-28T16:42:37.896264+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-5f92e6a770766950feba57bc","activity_ref":"a5","claim_unit_candidates":["a5"],"end":895,"evidence_id":"s4","ownership":"current_project","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","quote_sha256":"5c3da0a78f38418346ff50707d9a54ab1d5841f1eab2f0fa706949a5de3320e0","role":"activity","source_span_id":"deb650a68b7072e9359a128217c54d2cf432b260fa205025d00785462e1b8271","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":722},"activityBinding":{"activity_ids":["act-5f92e6a770766950feba57bc","act-0cde9e1d22bd47db1f33db5d"],"activity_refs":["a5","a8"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4","s6"],"context_evidence_ids":[]}},"check_units":{"purpose":["a5"],"scope":["a5","a8"]},"code_owned_checks":[],"model_selected_units":["a5","a8"],"pathway":null,"selected_units":[{"activity_id":"act-5f92e6a770766950feba57bc","conditions":null,"description":"The project will mobilize 14 Doctoral Candidates enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners across 7 EU countries.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-0cde9e1d22bd47db1f33db5d","conditions":null,"description":"The project will provide Doctoral Candidates with a unique toolbox of cutting-edge knowledge, tools and strategies to boost their employability.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"bf8f2f93a7c886bff9013ce2331ab9e8c01de7b7ddf052a94dbd7c94a559848e","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:0e0c8428643717361e70f9ccd13c5741734047201360140a07c262947bdbda8b","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nThe ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","reason":"purpose: Project builds research capacity for IoRT in agriculture via a network of 14 DCs and partners, developing tools/strategies beyond mere research.\nscope: Project addresses IoRT-based solutions for sustainable agriculture, identifying the specific technology and sector as the innovation system.","checks":[{"evidence_ids":["s3","s4","s6","s7","s5"],"id":"purpose","missing_evidence":null,"reason":"Project builds research capacity for IoRT in agriculture via a network of 14 DCs and partners, developing tools/strategies beyond mere research.","status":"supported"},{"evidence_ids":["s3","s4","s6","s7","s5"],"id":"scope","missing_evidence":null,"reason":"Project addresses IoRT-based solutions for sustainable agriculture, identifying the specific technology and sector as the innovation system.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1422,"kind":"text","quote":"The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).","start":1146,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"0e0c8428643717361e70f9ccd13c5741734047201360140a07c262947bdbda8b","methodVersion":"mesh-semantic-contract-2.4.9","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-30T00:30:30.170110+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.9","claimBasis":{"activity_id":"act-ba9e7db68aff7f424febf5cf","activity_ref":"a4","claim_unit_candidates":["a4"],"end":721,"evidence_id":"s3","ownership":"current_project","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","quote_sha256":"6972ba1f031e6d981fb15aed56106f8b9e7d49a9d08220f24d7515d9b3dd84b6","role":"activity","source_span_id":"68b3f370981323790ad0a0163d15e6ee6aa7c1902e93a76f29397f0dafa91030","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":495},"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf","act-5f92e6a770766950feba57bc","act-d362a65ee8558918d6b48179","act-d21da50c7f6e9709809cd268","act-5031563137a8d03a3a5330e5","act-b594651d365bbb5badfc1cb0"],"activity_refs":["a4","a5","a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.3","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s4","s6","s7"],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":["s3","s4","s6","s7"],"context_evidence_ids":["s5"]}},"check_units":{"purpose":["a4","a5","a8","a9","a10","a11"],"scope":["a4","a5","a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a4","a8","a9"],"pathway":"a4 -> a8/a9","selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-5f92e6a770766950feba57bc","conditions":null,"description":"The project will mobilize 14 Doctoral Candidates enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners across 7 EU countries.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-d362a65ee8558918d6b48179","conditions":null,"description":"The project will provide Doctoral Candidates with a unique toolbox of cutting-edge knowledge, tools and strategies.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a8","role":"output","support_eligible":true},{"activity_id":"act-d21da50c7f6e9709809cd268","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-5031563137a8d03a3a5330e5","conditions":null,"description":"The project will enable the agricultural sector to assess and mitigate the impacts of climate change and define new sustainable low input practices.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-b594651d365bbb5badfc1cb0","conditions":null,"description":"The project will increase the resilience and competitiveness of the agricultural sector.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["mixed_ownership_passage_not_attributed","mixed_ownership_passage_not_attributed","evidence_outside_model_selected_units"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/binding-v33-real400rehard-20260928-20260930","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"supported","strength":"strong","assertionId":"mapping:0b8ff49ed1c39fd62652e56be4ea747e623a30eb8230b71edf3b256831ff8bac","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.”","modality":"planned","hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project develops IoRT solutions for sustainable agriculture to mitigate climate change impacts and define low-input practices, improving resource efficiency and sustainability.\nscope: The project targets the agricultural sector (industrial activity) using IoRT devices to enable low-input practices, establishing a resource-use improvement mechanism for sustainability.","checks":[{"evidence_ids":["s3","s7"],"id":"purpose","missing_evidence":null,"reason":"The project develops IoRT solutions for sustainable agriculture to mitigate climate change impacts and define low-input practices, improving resource efficiency and sustainability.","status":"supported"},{"evidence_ids":["s7","s3"],"id":"scope","missing_evidence":null,"reason":"The project targets the agricultural sector (industrial activity) using IoRT devices to enable low-input practices, establishing a resource-use improvement mechanism for sustainability.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"0b8ff49ed1c39fd62652e56be4ea747e623a30eb8230b71edf3b256831ff8bac","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-26T22:51:35.681292+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-ba9e7db68aff7f424febf5cf","activity_ref":"a4","claim_unit_candidates":["a4"],"end":721,"evidence_id":"s3","ownership":"current_project","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","quote_sha256":"6972ba1f031e6d981fb15aed56106f8b9e7d49a9d08220f24d7515d9b3dd84b6","role":"activity","source_span_id":"68b3f370981323790ad0a0163d15e6ee6aa7c1902e93a76f29397f0dafa91030","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":495},"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf","act-d21da50c7f6e9709809cd268","act-5031563137a8d03a3a5330e5","act-b594651d365bbb5badfc1cb0"],"activity_refs":["a4","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3","s7"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3"]}},"check_units":{"purpose":["a4","a9","a10","a11"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a4","a9","a10"],"pathway":"a4 -> a9 -> a10","selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-d21da50c7f6e9709809cd268","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true},{"activity_id":"act-5031563137a8d03a3a5330e5","conditions":null,"description":"The project will enable the agricultural sector to assess and mitigate the impacts of climate change and define new sustainable low input practices.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a10","role":"output","support_eligible":true},{"activity_id":"act-b594651d365bbb5badfc1cb0","conditions":null,"description":"The project will increase the resilience and competitiveness of the agricultural sector.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":"industrial_process_change","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9.b","name":"Support domestic technology development, research and innovation in developing countries, including by ensuring a conducive policy environment for, inter alia, industrial diversification and value addition to commodities","uri":"http://data.europa.eu/sdg/9.b","state":"uncertain","strength":"partial","assertionId":"mapping:30e18b51097fa9e77dd2c879b96e955f2ed5f0b621109c4a4805b3abc859ef3d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":"The contribution depends on verifying that the actual beneficiaries of this research are located in developing countries, as the project currently targets the EU market.","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","reason":"purpose: The project explicitly proposes research and innovation on IoRT solutions for sustainable agriculture, aligning with the definition of supporting domestic technology development and innovation.\nscope: No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly proposes research and innovation on IoRT solutions for sustainable agriculture, aligning with the definition of supporting domestic technology development and innovation.","status":"supported"},{"evidence_ids":[],"id":"scope","missing_evidence":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","reason":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"No verified beneficiary-country eligibility classification was supplied; a documented classification of the actual beneficiary activity is required to assess scope."}],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"30e18b51097fa9e77dd2c879b96e955f2ed5f0b621109c4a4805b3abc859ef3d","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"3d8c50105b5a41a902ace33b9b010a83207f0d8fd8c814dcacb80fb207f840fd","recordedAt":"2026-09-26T22:51:35.682560+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":[]}},"check_units":{"purpose":["a4"],"scope":[]},"code_owned_checks":["scope"],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"domestic_technology_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1","name":"End poverty in all its forms everywhere","uri":"http://data.europa.eu/sdg/1","state":"no_mapping","strength":"partial","assertionId":"mapping:d31d3e5a1c968b54bb5d00213277a1dd26fbfe09fdb159ab706304a015e4b656","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.\n\nAt a policy level GreenFieldData outcomes will feed in directly to the aims of the HE Strategic Plan 2025-2027, EU Partnership Agriculture of Data and Digital EU Program.\n\nGreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.\n\nThe ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project addresses climate change and agricultural competitiveness, not poverty mechanisms or vulnerable populations as defined by SDG 1.\nscope: No poverty mechanism, deprivation, or specific vulnerable population is identified; the focus remains on general agricultural sector resilience.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project addresses climate change and agricultural competitiveness, not poverty mechanisms or vulnerable populations as defined by SDG 1.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"No poverty mechanism, deprivation, or specific vulnerable population is identified; the focus remains on general agricultural sector resilience.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":323,"kind":"text","quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.","start":0,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":494,"kind":"text","quote":"At a policy level GreenFieldData outcomes will feed in directly to the aims of the HE Strategic Plan 2025-2027, EU Partnership Agriculture of Data and Digital EU Program.","start":324,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1422,"kind":"text","quote":"The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).","start":1146,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"d31d3e5a1c968b54bb5d00213277a1dd26fbfe09fdb159ab706304a015e4b656","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"717a95833a1f8df283f48c34f9f9ee2be89d44bb3d94822abd15272d62e2847a","recordedAt":"2026-09-26T22:48:05.588686+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a9","a10"],"pathway":"a4 (research) -> a9 (solutions) -> a10 (sector resilience)","selected_units":[],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:fb08dd4ec7c56d596fcfa095f48702045f53892d96dd71e3ae3ea7de4b07fd8d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project builds a research network for sustainable agriculture within the EU, not a partnership with a stated deliverable for development outside the project's own research.\nscope: The project targets the EU agricultural sector and involves partners only from 7 EU countries, failing to identify a mechanism enabling development in developing countries.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project builds a research network for sustainable agriculture within the EU, not a partnership with a stated deliverable for development outside the project's own research.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets the EU agricultural sector and involves partners only from 7 EU countries, failing to identify a mechanism enabling development in developing countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"fb08dd4ec7c56d596fcfa095f48702045f53892d96dd71e3ae3ea7de4b07fd8d","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T12:04:52.302916+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"17.16","name":"Enhance the Global Partnership for Sustainable Development, complemented by multi-stakeholder partnerships that mobilize and share knowledge, expertise, technology and financial resources, to support the achievement of the Sustainable Development Goals in all countries, in particular developing countries","uri":"http://data.europa.eu/sdg/17.16","state":"no_mapping","strength":"partial","assertionId":"mapping:f5378651739f935f23343f744fe432b2718dad6a70c78618826cf83bf8eb9da7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","reason":"purpose: The project explicitly proposes an international, interdisciplinary research network on IoRT solutions for sustainable agriculture, mobilizing knowledge and expertise for a specific SDG contribution.\nscope: The project involves partners only from 7 EU countries; no developing countries are included, failing the requirement for a global or multi-stakeholder partnership covering all countries.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly proposes an international, interdisciplinary research network on IoRT solutions for sustainable agriculture, mobilizing knowledge and expertise for a specific SDG contribution.","status":"supported"},{"evidence_ids":["s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project involves partners only from 7 EU countries; no developing countries are included, failing the requirement for a global or multi-stakeholder partnership covering all countries.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"f5378651739f935f23343f744fe432b2718dad6a70c78618826cf83bf8eb9da7","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"28a5868cfa57ebbf24b2da08626a1f476e7522f2e48390616c14c5876d7b4886","recordedAt":"2026-09-26T14:43:38.285940+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s4","s5"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.18","name":"By 2020, enhance capacity-building support to developing countries, including for least developed countries and small island developing States, to increase significantly the availability of high-quality, timely and reliable data disaggregated by income, gender, age, race, ethnicity, migratory status, disability, geographic location and other characteristics relevant in national contexts","uri":"http://data.europa.eu/sdg/17.18","state":"no_mapping","strength":"partial","assertionId":"mapping:ea317b3519e3dcf3e4c2a0b8193d6d2cb0d10a580e1c10613c325c8006f3921a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.\n\nGreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","reason":"purpose: The project builds capacity for researchers but does not explicitly aim to increase the availability of high-quality, timely, or reliable data with disaggregation relevant to national contexts.\nscope: The project involves partners and candidates exclusively across 7 EU countries, failing to benefit developing countries or provide meaningful population/contextual disaggregation.","checks":[{"evidence_ids":["s1","s3","s4"],"id":"purpose","missing_evidence":null,"reason":"The project builds capacity for researchers but does not explicitly aim to increase the availability of high-quality, timely, or reliable data with disaggregation relevant to national contexts.","status":"not_met"},{"evidence_ids":["s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project involves partners and candidates exclusively across 7 EU countries, failing to benefit developing countries or provide meaningful population/contextual disaggregation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":323,"kind":"text","quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.","start":0,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"ea317b3519e3dcf3e4c2a0b8193d6d2cb0d10a580e1c10613c325c8006f3921a","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f76cda9686cfb8a319d0d2fec4bfa71b1b2fd996f175e5f5c315a4c2372cd526","recordedAt":"2026-09-26T22:49:48.782866+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s3","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a5"],"pathway":null,"selected_units":[],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.8","name":"Fully operationalize the technology bank and science, technology and innovation capacity-building mechanism for least developed countries by 2017 and enhance the use of enabling technology, in particular information and communications technology","uri":"http://data.europa.eu/sdg/17.8","state":"no_mapping","strength":"partial","assertionId":"mapping:8ae3b6f17e7319da87f06313fd8839b066cda97e19adc92a3c6e6bef0e2e9bf2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","reason":"purpose: The project focuses on IoRT for EU sustainable agriculture, not advancing the LDC technology bank or STI capacity-building mechanisms.\nscope: Beneficiaries are restricted to 7 EU countries; no least-developed-country beneficiaries or institutional connections are present.","checks":[{"evidence_ids":["s3"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on IoRT for EU sustainable agriculture, not advancing the LDC technology bank or STI capacity-building mechanisms.","status":"not_met"},{"evidence_ids":["s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"Beneficiaries are restricted to 7 EU countries; no least-developed-country beneficiaries or institutional connections are present.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"8ae3b6f17e7319da87f06313fd8839b066cda97e19adc92a3c6e6bef0e2e9bf2","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c1ad01b671d8c03f1425418fa19164ce4efcadd847ae2a67559abfdbd67c2381","recordedAt":"2026-09-26T22:49:48.785910+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:212dd6775c9f2eaf73147f3768391e98644def117b2a2b5ad80892f2cb1c9efa","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.\n\nMoreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.\n\nThe ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project focuses on IoRT for agriculture and climate resilience, not on water supply, sanitation, or water quality management.\nscope: Water is mentioned only as a climate impact factor; no specific water resource, ecosystem, or sanitation system is targeted for benefit.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on IoRT for agriculture and climate resilience, not on water supply, sanitation, or water quality management.","status":"not_met"},{"evidence_ids":["s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Water is mentioned only as a climate impact factor; no specific water resource, ecosystem, or sanitation system is targeted for benefit.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":895,"kind":"text","quote":"GreenFieldData will mobilize 14 Doctoral Candidates (DCs) enrolled in Double Degree Doctorate programmes with 12 academic main beneficiaries partners, across 7 EU countries.","start":722,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1145,"kind":"text","quote":"Moreover, 21 non-academic associated partners, and 3 academic associated partners will provide support to the DCs.The partners form a high quality network, Academic partners have previous research collaborations as outlined in a common vision paper.","start":896,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1422,"kind":"text","quote":"The ambitious project will provide the DCs with a unique toolbox of cutting-edge knowledge, tools and strategies which will boost their employability and benefit the next generation operational workforce (researchers, Digital Technologies (DTs) and agricultural stakeholders).","start":1146,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"212dd6775c9f2eaf73147f3768391e98644def117b2a2b5ad80892f2cb1c9efa","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-26T22:51:35.676941+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a9","a10"],"pathway":"a4 -> a9 -> a10","selected_units":[],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.a","name":"By 2030, expand international cooperation and capacity-building support to developing countries in water- and sanitation-related activities and programmes, including water harvesting, desalination, water efficiency, wastewater treatment, recycling and reuse technologies","uri":"http://data.europa.eu/sdg/6.a","state":"no_mapping","strength":"partial","assertionId":"mapping:7bc6f45f7ac87f58732adaf769a9f54e95875daadbf77f53530e3a863d888f4f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.\n\nGreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.\n\nThe project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","reason":"purpose: The project focuses on sustainable agriculture and IoRT, not water or sanitation activities. The stated purpose is to address climate change in agriculture, not to expand international cooperation for water/sanitation.\nscope: The project targets the EU market and agricultural sector, not developing countries. The domain is agriculture, not water or sanitation. Neither condition for SDG 6.a is met.","checks":[{"evidence_ids":["s3","s1"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on sustainable agriculture and IoRT, not water or sanitation activities. The stated purpose is to address climate change in agriculture, not to expand international cooperation for water/sanitation.","status":"not_met"},{"evidence_ids":["s3","s1","s7"],"id":"scope","missing_evidence":null,"reason":"The project targets the EU market and agricultural sector, not developing countries. The domain is agriculture, not water or sanitation. Neither condition for SDG 6.a is met.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":323,"kind":"text","quote":"GreenFieldData will train a new generation of researchers able to tackle digital and green transition challenges using a human-centric approach to ensure the robustness and relevance of the solutions responding to the specific needs of the EU market in a context of climate change and increasing socio-economic constraints.","start":0,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"7bc6f45f7ac87f58732adaf769a9f54e95875daadbf77f53530e3a863d888f4f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8954c7b7f78eb5639b59379a5a265533fbc1c437da8fb00dea7abf2882ddd40","recordedAt":"2026-09-26T22:49:48.789307+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":["s1","s7"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"8b8375b191a96f400782356762d9cf00da12de63ecc778523cdc81736e613f7a","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"8.2","name":"Achieve higher levels of economic productivity through diversification, technological upgrading and innovation, including through a focus on high-value added and labour-intensive sectors","uri":"http://data.europa.eu/sdg/8.2","state":"no_mapping","strength":"partial","assertionId":"mapping:476b2a44fca56a441c173e5249ba49f2a31badcfb55e77146e29b150b2294981","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.\n\nGreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","reason":"purpose: The project aims to enable climate change mitigation and define sustainable practices, not to raise economic productivity through diversification, technological upgrading, or innovation for the sector.\nscope: The project explicitly targets the agricultural sector, which is a named sector in the official text, satisfying the scope restriction condition.","checks":[{"evidence_ids":["s7","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to enable climate change mitigation and define sustainable practices, not to raise economic productivity through diversification, technological upgrading, or innovation for the sector.","status":"not_met"},{"evidence_ids":["s3"],"id":"scope","missing_evidence":null,"reason":"The project explicitly targets the agricultural sector, which is a named sector in the official text, satisfying the scope restriction condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1746,"kind":"text","quote":"The project results will also benefit EU innovation as the human-centric IoT devices&robotics data-based solutions tailored to EU context will enable the agricultural sector to assess and mitigate the impacts of climate change, and define new sustainable low input practices, thus increasing resilience and competitiveness.","start":1423,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"},{"end":721,"kind":"text","quote":"GreenFieldData proposes a high-level interdisciplinary, inter-sectoral and international (triple ‘i’) research project and training network on new IoRT (Internet of Robotic Things ) based solutions for sustainable agriculture.","start":495,"text_hash":"669fd93a1c35326b2cead73361545ff00e7bbb047a6b7037392e99c51516c232"}],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","originalAssertionId":"476b2a44fca56a441c173e5249ba49f2a31badcfb55e77146e29b150b2294981","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"385f9d5f1184a991d7d0ef6bd6788cc1d25434886c67b6bccc1c285f9e01eae7","recordedAt":"2026-09-28T16:42:37.897989+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-ba9e7db68aff7f424febf5cf","act-2f6b2a5b2def93b85b27c039"],"activity_refs":["a4","a9"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s3"]},"scope":{"activity_evidence_ids":["s3"],"context_evidence_ids":[]}},"check_units":{"purpose":["a9"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a9"],"pathway":null,"selected_units":[{"activity_id":"act-ba9e7db68aff7f424febf5cf","conditions":null,"description":"The project proposes a high-level interdisciplinary, inter-sectoral and international research project and training network on new IoRT based solutions for sustainable agriculture.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-2f6b2a5b2def93b85b27c039","conditions":null,"description":"The project will provide human-centric IoT devices and robotics data-based solutions tailored to the EU context to enable the agricultural sector to assess and mitigate climate change impacts.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"output","support_eligible":true}],"sheet_cache_key":"66f5ecb958c18670c71475281e5878dd8709c00ebde2c51fa03090ba67642d6a","sheet_sha256":"bf8f2f93a7c886bff9013ce2331ab9e8c01de7b7ddf052a94dbd7c94a559848e","sheet_version":"mesh-activity-sheet-v3","source_version":"6cd9d8312dcfd7209605768b6fbdf213245c8c7ef0b3ba1bf3c72ea068c8cc49","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"1.5","uri":"http://data.europa.eu/sdg/1.5","name":"By 2030, build the resilience of the poor and those in vulnerable situations and reduce their exposure and vulnerability to climate-related extreme events and other economic, social and environmental shocks and disasters","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"17.19","uri":"http://data.europa.eu/sdg/17.19","name":"By 2030, build on existing initiatives to develop measurements of progress on sustainable development that complement gross domestic product, and support statistical capacity-building in developing countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4f7f1854d97440b259381c708e150ef0b74ea0e06d520d6651bf2b1783e23072","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"GreenFieldData","title":"IoRT Data management and analysis for Sustainable Agriculture","status":"SIGNED","startDate":"2026-03-01","endDate":"2031-02-28","ecSignatureDate":"2025-07-03","totalCost":0.0,"ecMaxContribution":4220298.72,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-DN-JD","masterCall":"HORIZON-MSCA-2024-DN-01","subCall":"HORIZON-MSCA-2024-DN-01","grantDoi":null,"keywords":["Advanced database management systems; AI; edge-fog-cloud architectures; IoT; sustainable agriculture; efficient low input; Gender inclusivity"],"contentUpdateDate":"2026-06-30 10:48:49","topics":[{"code":"HORIZON-MSCA-2024-DN-01-01","title":"MSCA Doctoral Networks 2024"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/23/47/305/967","path":"natural sciences/computer and information sciences/internet/internet of things","title":"internet of things"},{"code":"/27/81/30021/1279","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/sustainable agriculture","title":"sustainable agriculture"},{"code":"/29/91/523/1313","path":"social sciences/economics and business/business and management/employment","title":"employment"},{"code":"/23/45/30018/30032/30055","path":"natural sciences/earth and related environmental sciences/atmospheric sciences/climatology/climatic changes","title":"climatic changes"}],"policyPriorities":{"digitalAgenda":100.0,"cleanAir":0.0,"ai":40.0,"climate":40.0,"biodiversity":40.0},"organisations":[{"name":"INSTITUT NATIONAL DE RECHERCHE POUR L'AGRICULTURE, L'ALIMENTATION ET L'ENVIRONNEMENT","shortName":"INRAE","role":"coordinator","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":314669.16,"totalCost":0.0,"geolocation":[48.85869,2.33452],"order":1},{"name":"POLITECHNIKA POZNANSKA","shortName":"POZNAN UNIVERSITY OF TECHNOLOGY PUT","role":"participant","country":"PL","city":"POZNAN","activityType":"HES","sme":false,"ecContribution":502301.52,"totalCost":0.0,"geolocation":[52.39333805,16.9190716369255],"order":2},{"name":"UNIVERSITA DEGLI STUDI DI PADOVA","shortName":"UNIPD","role":"participant","country":"IT","city":"Padova","activityType":"HES","sme":false,"ecContribution":281755.08,"totalCost":0.0,"geolocation":[45.40797,11.88586],"order":3},{"name":"UNIVERSITA DEGLI STUDI DI MILANO","shortName":"UMIL","role":"participant","country":"IT","city":"Milano","activityType":"HES","sme":false,"ecContribution":281755.08,"totalCost":0.0,"geolocation":[45.460355182,9.1939872174],"order":4},{"name":"AARHUS UNIVERSITET","shortName":"AU","role":"participant","country":"DK","city":"Aarhus C","activityType":"HES","sme":false,"ecContribution":671780.16,"totalCost":0.0,"geolocation":[56.171028417,10.199380829],"order":5},{"name":"UNIVERSITE DE LIEGE","shortName":"ULIEGE","role":"participant","country":"BE","city":"LIEGE","activityType":"HES","sme":false,"ecContribution":288540.0,"totalCost":0.0,"geolocation":[50.84773,4.35718],"order":6},{"name":"UNIVERSITE LIBRE DE BRUXELLES","shortName":"ULB","role":"participant","country":"BE","city":"Bruxelles / Brussel","activityType":"HES","sme":false,"ecContribution":288540.0,"totalCost":0.0,"geolocation":[50.81172125,4.3810844162],"order":7},{"name":"UNIVERSITY COLLEGE DUBLIN, NATIONAL UNIVERSITY OF IRELAND, DUBLIN","shortName":"NUID UCD","role":"participant","country":"IE","city":"Dublin","activityType":"HES","sme":false,"ecContribution":682174.08,"totalCost":0.0,"geolocation":[53.33306,-6.24889],"order":8},{"name":"CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS","shortName":"CNRS","role":"participant","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":314669.16,"totalCost":0.0,"geolocation":[48.85341,2.3488],"order":9},{"name":"UNIVERSITE TOULOUSE CAPITOLE","shortName":null,"role":"participant","country":"FR","city":"Toulouse","activityType":"HES","sme":false,"ecContribution":314669.16,"totalCost":0.0,"geolocation":[43.579275100000004,1.5032717763608257],"order":10},{"name":"INSTITUTO SUPERIOR TECNICO","shortName":"IST","role":"participant","country":"PT","city":"Lisboa","activityType":"HES","sme":false,"ecContribution":279445.32,"totalCost":0.0,"geolocation":[38.735443224,-9.138228393],"order":11},{"name":"UNIVERSITE CLERMONT AUVERGNE","shortName":"UCA","role":"associatedPartner","country":"FR","city":"CLERMONT FERRAND","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.85869,2.33452],"order":12},{"name":"UNIVERSITE LYON 1 CLAUDE BERNARD","shortName":null,"role":"associatedPartner","country":"FR","city":"Villeurbanne Cedex","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.77921598,4.8723190114],"order":13},{"name":"DUBLIN CITY UNIVERSITY","shortName":"DCU","role":"associatedPartner","country":"IE","city":"Dublin","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[53.388944917,-6.272630015],"order":14},{"name":"DANMARKS TEKNISKE UNIVERSITET","shortName":"TECHNICAL UNIVERSITY OF DENMARK DTU","role":"associatedPartner","country":"DK","city":"Kongens Lyngby","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[55.7718649,12.5051413],"order":15},{"name":"28DIGITAL","shortName":null,"role":"associatedPartner","country":"BE","city":"Bruxelles / Brussel","activityType":"OTH","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[50.843730481,4.3691962791],"order":16},{"name":"ELEVEO","shortName":null,"role":"associatedPartner","country":"BE","city":"CINEY","activityType":"OTH","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[50.3076707,5.098570049999999],"order":17},{"name":"CGI FRANCE","shortName":"CGI","role":"associatedPartner","country":"FR","city":"Puteaux","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.8841522,2.2368863],"order":18},{"name":"SIEC BADAWCZA LUKASIEWICZ - POZNANSKI INSTYTUT TECHNOLOGICZNY","shortName":null,"role":"associatedPartner","country":"PL","city":"Poznan","activityType":"REC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.410497992,16.940312384],"order":19},{"name":"WIELKOPOLSKI OSRODEK DORADZTWA ROLNICZEGO W POZNANIU","shortName":null,"role":"associatedPartner","country":"PL","city":"POZNAN","activityType":"PUB","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[52.4016269,16.9115788],"order":20},{"name":"ITTI SP ZOO","shortName":null,"role":"associatedPartner","country":"PL","city":"Poznan","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[52.454301651,16.953959883],"order":21},{"name":"The Creative Hive","shortName":"The Creative Hive","role":"associatedPartner","country":"FR","city":"CLERMONT-FERRAND","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.7822559,3.0697167],"order":22},{"name":"Uptoearth Italia SRL","shortName":null,"role":"associatedPartner","country":"IT","city":"Castelfranco Veneto","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[45.683641,11.9425602],"order":23},{"name":"NEUSTA","shortName":"Neusta France","role":"associatedPartner","country":"FR","city":"Toulouse","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.579275100000004,1.5032717763608257],"order":24},{"name":"TIENSE SUIKERRAFFINADERIJ N.V.","shortName":null,"role":"associatedPartner","country":"BE","city":"Tienen","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[50.8011437,4.9479733],"order":25},{"name":"SHERPA ENGINEERING SA","shortName":"SHERPA","role":"associatedPartner","country":"FR","city":"NANTERRE","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[48.9036727,2.2301883],"order":26},{"name":"SIDAM","shortName":null,"role":"associatedPartner","country":"FR","city":"Aubiere","activityType":"PUB","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[45.7595178,3.1377183170170344],"order":27},{"name":"Conpleks Innovation ApS","shortName":"Conpleks Innovation ApS","role":"associatedPartner","country":"DK","city":"Struer","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[56.476619,8.582523],"order":28},{"name":"Recyclo","shortName":"Recyclo","role":"associatedPartner","country":"BE","city":"Watermael Boitsfort","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[50.7967111,4.4014531],"order":29},{"name":"SOCIETE D'INNOVATIONS TECHNOLOGIQUES ET INDUSTRIELLES AVANCEES","shortName":"SITIA","role":"associatedPartner","country":"FR","city":"BOUGUENAIS","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[47.1569327,-1.5882407],"order":30},{"name":"ImpactSphere ApS","shortName":"ImpactSphere ApS","role":"associatedPartner","country":"DK","city":"Silkeborg","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[56.1538,9.560688],"order":31},{"name":"Associação de Produtores Agrícolas de Precisão","shortName":"APAP","role":"associatedPartner","country":"PT","city":"Santa Eulalia","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[39.0065193,-7.2485252],"order":32},{"name":"Torre das Figueiras - Sociedade Agrícola Lda","shortName":"Torre das Figueiras - Sociedade Agrícola Lda","role":"associatedPartner","country":"PT","city":"Monforte","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[39.0531482,-7.4389355],"order":33},{"name":"PROBAYES SAS","shortName":"PROBAYES","role":"associatedPartner","country":"FR","city":"MONTBONNOT SAINT-MARTIN","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[45.2171365,5.807459439882506],"order":34},{"name":"INFO SOLUTION SRL","shortName":null,"role":"associatedPartner","country":"IT","city":"VIMODRONE","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[45.5156162,9.2950962],"order":35},{"name":"MISTRAS GROUP SAS","shortName":"MISTRAS","role":"associatedPartner","country":"FR","city":"Sucy En Brie","activityType":"PRC","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[48.7711323,2.5221284],"order":36},{"name":"M2 Geospatial Ltd","shortName":"Livefarm","role":"associatedPartner","country":"IE","city":"Wicklow","activityType":"PRC","sme":true,"ecContribution":null,"totalCost":0.0,"geolocation":[52.7995502,-6.463477],"order":37},{"name":"INSTITUT NATIONAL POLYTECHNIQUE DE TOULOUSE","shortName":"INPT","role":"associatedPartner","country":"FR","city":"Toulouse Cedex 4","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.556214014,1.5034219909],"order":38},{"name":"UNIVERSITE TOULOUSE II-JEAN JAURES","shortName":null,"role":"associatedPartner","country":"FR","city":"Toulouse","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.57840795,1.4006512442718848],"order":39},{"name":"UNIVERSITE DE TOULOUSE","shortName":"UNIVERSITE DE TOULOUSE","role":"associatedPartner","country":"FR","city":"Toulouse","activityType":"HES","sme":false,"ecContribution":null,"totalCost":0.0,"geolocation":[43.561565985,1.4630290128],"order":40}],"topicDetails":[{"identifier":"HORIZON-MSCA-2024-DN-01-01","title":"MSCA Doctoral Networks 2024","callIdentifier":"HORIZON-MSCA-2024-DN-01","callTitle":"MSCA Doctoral Networks 2024","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-TMA-MSCA-DN-ID HORIZON TMA MSCA Doctoral Networks - Industrial Doctorates","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2024-05-29","deadlineDates":["2024-11-27"],"budget":{"budgetByYear":{"2024":"608604989"},"expectedGrants":0,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:Project results are expected to contribute to the following outcomes:\nFor supported doctoral candidates\n• New research and transferable skills and competences, leading to improved employability and career prospects within and outside academia;\n• New knowledge allowing the conversion of ideas into products and services, where relevant;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Improved quality, relevance and sustainability of doctoral training programmes and supervision arrangements;\n• Enhanced cooperation and transfer of knowledge between sectors and disciplines;\n• Increased integration of training and research activities between participating organisations;\n• Boosted R&I capacity;\n• Increased internationalisation and attractiveness;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:MSCA Doctoral Networks will implement doctoral programmes, by partnerships of universities, research institutions and research infrastructures, businesses including SMEs, and other socio-economic actors from different countries across Europe and beyond. MSCA Doctoral Networks are indeed open to the participation of organisations from third countries, in view of fostering strategic international partnerships for the training and exchange of researchers.\nThese doctoral programmes will respond to well-identified needs in various R&I areas, expose the researchers to the academic and non-academic sectors, and offer training in research-related, as well as transferable skills and competences relevant for innovation and long-term employability (e.g. entrepreneurship, commercialisation of results, Intellectual Property Rights, communication). Proposals for doctoral networks can reflect existing or planned research partnerships among the participating organisations.\nThe selection procedure for doctoral candidates must be open, transparent and merit-based, in line with the Code of Conduct for the Recruitment of Researchers. The vacancy notice (to be widely advertised internationally, including on the EURAXESS[1] website) must mention if the published rates include all employer and employee's taxes and contributions. If possible, the gross salary (net salary + employee’s taxes and contributions) should be published.\nMSCA Doctoral Networks are encouraged to lead to Industrial or Joint Doctorates.\nIndustrial Doctorates\nThrough Industrial Doctorates, doctoral candidates will step outside academia and develop skills in industry and business by being jointly supervised by academic and non-academic organisations, both of which can be established in the same EU Member State or Horizon Europe Associated Country.\nJoint Doctorates\nJoint Doctorates represent a highly integrated type of international, inter-sectoral and multi/interdisciplinary collaboration in doctoral training. They lead to the delivery of joint, double or multiple doctoral degrees[2] recognised in at least one EU Member State or Horizon Europe Associated Country.\nSupervisory Board\nEach MSCA Doctoral Network should have a clearly identified supervisory board co-ordinating network-wide training, research and in particular supervision activities in line with the Guidelines for MSCA supervision, while establishing continuous communication and exchange of best practice among the participating organisations to maximise the benefits of the partnership.\nTraining activities\nMSCA Doctoral Networks should exploit complementarities between participating organisations and foster sharing of knowledge and networking activities for example through the organisation of workshops and conferences. Proposed training activities should respond to well identified needs in various R&I areas, with appropriate references to inter- and multidisciplinary fields and follow the EU Principles for Innovative Doctoral Training[3]. They should be primarily focused on developing new scientific knowledge through original research on personalised projects.\nInter-sectoral secondments of researchers to other participating organisations, including in third countries, are encouraged when relevant, feasible and beneficial for the researchers and in line with the project objectives. This will increase the employability of the researchers outside academia.\nDoctoral Networks should develop substantial training modules, including digital ones, addressing key transferable skills and competences common to all fields and fostering the culture of Open Science, innovation and entrepreneurship as well as good scientific conduct such as research integrity. In particular, Doctoral Networks should adequately prepare doctoral candidates for increased research collaboration and information-sharing made possible by new (digital) technologies (e.g. collaborative tools, opening access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science, etc.).\nSupervision\nParticular attention is paid to the quality of supervision and mentoring arrangements as well as career guidance. Joint supervision of the researchers is mandatory for Industrial and Joint Doctorates.\nCareer Development Plan\nA Career Development Plan must be established jointly by the supervisor and each recruited doctoral candidate. In case of joint supervision, such a plan should be established involving all supervisors. In addition to research objectives, this plan comprises the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aiming at opening science and research to citizens. The plan, established at the beginning of the recruitment, should be revised (and updated where needed) within 18 months.\n[1] https://euraxess.ec.europa.eu/\n[2] Every time this","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2024-DN-01-01"}]}}
{"id":"101069457","acronym":"DRVis","name":"Dynamical Recurrent Visual Perceiver","offer":"Real-life applications of computer vision often require high-quality visual sensors. With current technology, such sensors are expensive. Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera. Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras. The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image. This novel algorithm, termed here DRVis, can be implemented in software or hardware. Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task. The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution. We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","objective":"Real-life applications of computer vision often require high-quality visual sensors. With current technology, such sensors are expensive. Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera. Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras. The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image. This novel algorithm, termed here DRVis, can be implemented in software or hardware. Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task. The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution. We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalSourceVersion":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","textHash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f","sourceUrl":"https://cordis.europa.eu/project/id/101069457","country":"IL","participantCountries":["IL"],"programme":"HORIZON","status":"CLOSED","sourceUpdated":"2022-08-05 17:02:51","locations":[],"goal":9,"goalIds":[9],"rels":[{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:7e463a23089529dc0778567315a89bac354d13bef8f9267868ee37ff35098726","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “This novel algorithm, termed here DRVis, can be implemented in software or hardware.”","modality":"planned","hypothesis":null,"quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","reason":"purpose: Project explicitly plans to scale software, implement hardware, and demonstrate performance, establishing a stated uptake pathway for technology in identified settings.\nscope: Project addresses low-resolution camera infrastructure and develops a novel algorithm (DRVis) to extract features, qualifying as usable technology innovation.","checks":[{"evidence_ids":["s8","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly plans to scale software, implement hardware, and demonstrate performance, establishing a stated uptake pathway for technology in identified settings.","status":"supported"},{"evidence_ids":["s4","s5","s6","s7","s8"],"id":"scope","missing_evidence":null,"reason":"Project addresses low-resolution camera infrastructure and develops a novel algorithm (DRVis) to extract features, qualifying as usable technology innovation.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"7e463a23089529dc0778567315a89bac354d13bef8f9267868ee37ff35098726","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T09:03:22.675798+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-e09a5837d954343c9c75d763","activity_ref":"a6","claim_unit_candidates":["a6"],"end":766,"evidence_id":"s6","ownership":"current_project","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","quote_sha256":"73190c6ea2e245dacb5da39c86cb5d95f8bf878672a0ca9cca93918e76761bec","role":"output","source_span_id":"f74a34ddaa9a9dd2d853dce65759beb820869473ad97e563fb5bfec189e3b72b","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":682},"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac","act-413e9f37a6c1a64ea7fb7230","act-e09a5837d954343c9c75d763","act-2e328c4bca81b375cb9bc567","act-8cd1c871a4b58e5b199a6032","act-05e2d129cc8b870d95a85f37","act-b6550e6b10257254a7483ab6","act-4138271eca9721da1ac02c61"],"activity_refs":["a4","a5","a6","a7","a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s8"],"context_evidence_ids":["s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s7"],"context_evidence_ids":["s8"]}},"check_units":{"purpose":["a8","a9","a10","a11"],"scope":["a4","a5","a6","a7"]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11"],"pathway":"innovation_capacity","selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-413e9f37a6c1a64ea7fb7230","conditions":null,"description":"The project uses a series of low-resolution frames from a moving camera rather than a single high-resolution image.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-e09a5837d954343c9c75d763","conditions":null,"description":"The novel DRVis algorithm can be implemented in software or hardware.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-2e328c4bca81b375cb9bc567","conditions":null,"description":"Unlike existing solutions, the project focuses on extracting necessary features per the given task instead of learning reconstruction particularities.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-8cd1c871a4b58e5b199a6032","conditions":null,"description":"The project aims to scale up and diversify the current software system.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-05e2d129cc8b870d95a85f37","conditions":null,"description":"The project aims to implement the system in hardware.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-b6550e6b10257254a7483ab6","conditions":null,"description":"The project aims to demonstrate the system's performance in field conditions.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-4138271eca9721da1ac02c61","conditions":null,"description":"The project aims to develop the IPR strategy and explore the commercialization potential of the solution.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"f5d3e084897fac5a75bac1f067ffb1efb2d1716e17ddd7afb89735c65be7ea36","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:5c32089829d7a65563ad4fa52b038abb0eabde05fb7a1f1954e24f8c59414db4","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","reason":"purpose: The project aims to improve computer vision using low-resolution cameras, not to reduce urban environmental impacts like air pollution or waste.\nscope: The project targets general computer vision tasks, lacking any evidence of being tied to a city or urban system as required by the SDG 11.6 scope.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve computer vision using low-resolution cameras, not to reduce urban environmental impacts like air pollution or waste.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project targets general computer vision tasks, lacking any evidence of being tied to a city or urban system as required by the SDG 11.6 scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"5c32089829d7a65563ad4fa52b038abb0eabde05fb7a1f1954e24f8c59414db4","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T18:56:27.134558+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"f5d3e084897fac5a75bac1f067ffb1efb2d1716e17ddd7afb89735c65be7ea36","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:1a461f079620f851892baccd5a9f9768b12efb5b57fe0e3bf33f86434e6a99a5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project investigates computer vision efficiency using low-resolution sensors, not sustainable consumption or production patterns.\nscope: The affected practice is generic image processing, not an identifiable consumption or production system or resource flow.","checks":[{"evidence_ids":["s4","s5","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project investigates computer vision efficiency using low-resolution sensors, not sustainable consumption or production patterns.","status":"not_met"},{"evidence_ids":["s9"],"id":"scope","missing_evidence":null,"reason":"The affected practice is generic image processing, not an identifiable consumption or production system or resource flow.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"1a461f079620f851892baccd5a9f9768b12efb5b57fe0e3bf33f86434e6a99a5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"bdf4356f8c2f91fd4dc5f433d7d7b8b0cc02bf598c59d50efc3aa9cdcbdd197b","recordedAt":"2026-09-27T03:51:06.197538+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.8","name":"By 2030, ensure that people everywhere have the relevant information and awareness for sustainable development and lifestyles in harmony with nature","uri":"http://data.europa.eu/sdg/12.8","state":"no_mapping","strength":"partial","assertionId":"mapping:8682e86b7345ba14abcfaeb6bc65296ae5c82926b301ed1864e7b4f0e7447e6c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project aims to improve computer vision efficiency using low-resolution sensors, not to provide information or awareness for sustainable development or lifestyles in harmony with nature.\nscope: The intended audience is generic users of image processing tasks, not identifiable people or public audiences, and no sustainability content or learning pathway is described.","checks":[{"evidence_ids":["s4","s5","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve computer vision efficiency using low-resolution sensors, not to provide information or awareness for sustainable development or lifestyles in harmony with nature.","status":"not_met"},{"evidence_ids":["s9"],"id":"scope","missing_evidence":null,"reason":"The intended audience is generic users of image processing tasks, not identifiable people or public audiences, and no sustainability content or learning pathway is described.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"8682e86b7345ba14abcfaeb6bc65296ae5c82926b301ed1864e7b4f0e7447e6c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e70d513bf692f67480272bb4628c60da0ea90abbf27c0805bd84a3829bf82d56","recordedAt":"2026-09-27T03:58:25.687562+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"no_mapping","strength":"partial","assertionId":"mapping:262309dc89f515f98c2f886ca9167bcc6163ac703c31de85cf5ac0171d3dcbd9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Real-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project addresses computer vision for low-resolution sensors, not terrestrial ecosystems or biodiversity conservation. No explicit pathway to SDG 15 objectives exists.\nscope: The subject is computer vision and image processing, not terrestrial ecosystems, forests, land, or relevant biodiversity. The scope does not match SDG 15 requirements.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project addresses computer vision for low-resolution sensors, not terrestrial ecosystems or biodiversity conservation. No explicit pathway to SDG 15 objectives exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The subject is computer vision and image processing, not terrestrial ecosystems, forests, land, or relevant biodiversity. The scope does not match SDG 15 requirements.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"262309dc89f515f98c2f886ca9167bcc6163ac703c31de85cf5ac0171d3dcbd9","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T03:58:25.689017+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:283bde3d12a960ce45496c929e956b7dcd119f1fd8e5ea02259a38a283144bea","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project targets generic computer vision tasks (segmentation, classification) using low-resolution cameras, lacking any stated pathway to reducing hunger or promoting sustainable agriculture.\nscope: The contribution concerns generic image processing tasks in low-sensor settings, not people's food/nutrition needs or agricultural systems, failing the scope condition.","checks":[{"evidence_ids":["s4","s5","s8"],"id":"purpose","missing_evidence":null,"reason":"The project targets generic computer vision tasks (segmentation, classification) using low-resolution cameras, lacking any stated pathway to reducing hunger or promoting sustainable agriculture.","status":"not_met"},{"evidence_ids":["s4","s5","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns generic image processing tasks in low-sensor settings, not people's food/nutrition needs or agricultural systems, failing the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"283bde3d12a960ce45496c929e956b7dcd119f1fd8e5ea02259a38a283144bea","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-27T04:00:04.733219+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s4","s5","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:9e8f2e4578ec665aa6d7ef8da06c95788af48665082723e6bd687e051d27628c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nReal-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project develops computer vision algorithms for general tasks, not sustainable food-production systems or resilient agricultural practices.\nscope: The contribution is situated in computer vision, not food production or agricultural practice, failing the required domain link.","checks":[{"evidence_ids":["s4","s1","s2","s3","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project develops computer vision algorithms for general tasks, not sustainable food-production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s3","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The contribution is situated in computer vision, not food production or agricultural practice, failing the required domain link.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"9e8f2e4578ec665aa6d7ef8da06c95788af48665082723e6bd687e051d27628c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-27T04:00:04.736912+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:7f90ac1bbb9f59227196977bb79b762b0d54521611b5348444ed7a0a4b85cc42","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project targets generic computer vision tasks (segmentation, classification) for low-resolution cameras, not explicit health interventions or mechanisms.\nscope: Scope is not met because the project lacks an explicit intended outcome of improving human healthy lives or well-being; it focuses on general image processing.","checks":[{"evidence_ids":["s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project targets generic computer vision tasks (segmentation, classification) for low-resolution cameras, not explicit health interventions or mechanisms.","status":"not_met"},{"evidence_ids":["s8","s9"],"id":"scope","missing_evidence":null,"reason":"Scope is not met because the project lacks an explicit intended outcome of improving human healthy lives or well-being; it focuses on general image processing.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"7f90ac1bbb9f59227196977bb79b762b0d54521611b5348444ed7a0a4b85cc42","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T04:00:04.738629+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:83921059895977532ab1d215b566c77585d86e92df40bce939995e3404978b44","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","reason":"purpose: The project investigates computer vision for general tasks, not reducing illness from hazardous chemicals or pollution.\nscope: The project does not connect its work to human health or explain how it addresses harm from pollution exposure.","checks":[{"evidence_ids":["s4"],"id":"purpose","missing_evidence":null,"reason":"The project investigates computer vision for general tasks, not reducing illness from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s4"],"id":"scope","missing_evidence":null,"reason":"The project does not connect its work to human health or explain how it addresses harm from pollution exposure.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"83921059895977532ab1d215b566c77585d86e92df40bce939995e3404978b44","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-27T20:24:30.783306+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":[]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["activity_ref_resolved_to_passages","activity_ref_resolved_to_passages"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"4.4","name":"By 2030, substantially increase the number of youth and adults who have relevant skills, including technical and vocational skills, for employment, decent jobs and entrepreneurship","uri":"http://data.europa.eu/sdg/4.4","state":"no_mapping","strength":"partial","assertionId":"mapping:10c1d50f28774982b38406820e0b17cf03a84f3355f6ffec9914b156c5e3b7b6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","reason":"purpose: The project aims to develop an IPR strategy and explore commercialization potential, not to develop skills through training or learning provision.\nscope: The project does not identify skills or learning contributions relevant to youth or adult working capabilities, as it focuses on algorithm development.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop an IPR strategy and explore commercialization potential, not to develop skills through training or learning provision.","status":"not_met"},{"evidence_ids":["s8"],"id":"scope","missing_evidence":null,"reason":"The project does not identify skills or learning contributions relevant to youth or adult working capabilities, as it focuses on algorithm development.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"10c1d50f28774982b38406820e0b17cf03a84f3355f6ffec9914b156c5e3b7b6","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ec195f61027380c473c760ce5451e4504ad22e2c509b360ca7900df891912911","recordedAt":"2026-09-28T18:56:27.135577+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"f5d3e084897fac5a75bac1f067ffb1efb2d1716e17ddd7afb89735c65be7ea36","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:5591f5139beaad6bf7ff86ca34dfb6950e029d5c598b4b113719895863e37d34","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Real-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project focuses on computer vision using low-resolution cameras, not water or sanitation activities. No stated work addresses water availability, quality, or management.\nscope: The project targets image processing tasks like segmentation and classification. It does not identify a water system, resource, or ecosystem as the beneficiary.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on computer vision using low-resolution cameras, not water or sanitation activities. No stated work addresses water availability, quality, or management.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets image processing tasks like segmentation and classification. It does not identify a water system, resource, or ecosystem as the beneficiary.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"5591f5139beaad6bf7ff86ca34dfb6950e029d5c598b4b113719895863e37d34","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-27T04:01:48.578080+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.6","name":"By 2020, protect and restore water-related ecosystems, including mountains, forests, wetlands, rivers, aquifers and lakes","uri":"http://data.europa.eu/sdg/6.6","state":"no_mapping","strength":"partial","assertionId":"mapping:9da0656a9651a9080742a5732351b6ffaff4bf04f06e034e51eb979b8eacf8ba","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nReal-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project aims to improve computer vision using low-resolution cameras, not to protect or restore water-related ecosystems.\nscope: The selected activity involves computer vision tasks, which do not constitute a water-related ecosystem such as a river, lake, or wetland.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"The project aims to improve computer vision using low-resolution cameras, not to protect or restore water-related ecosystems.","status":"not_met"},{"evidence_ids":["s4","s1","s2","s3","s9"],"id":"scope","missing_evidence":null,"reason":"The selected activity involves computer vision tasks, which do not constitute a water-related ecosystem such as a river, lake, or wetland.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"9da0656a9651a9080742a5732351b6ffaff4bf04f06e034e51eb979b8eacf8ba","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4dcda222c164fa66f014305360ef4faaa4a3fada9e68d4cc7674841d1a81e47f","recordedAt":"2026-09-27T04:01:48.579517+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3","s9"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:854e8926d2cb6b5376761bfc988079023ecae85e9ac1f70c5a5fffb548356f5d","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Real-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project focuses on computer vision tasks using low-resolution cameras, not energy access, supply, or efficiency.\nscope: The activity concerns image processing and camera technology, not energy sources, conversion, supply, storage, or services.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on computer vision tasks using low-resolution cameras, not energy access, supply, or efficiency.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The activity concerns image processing and camera technology, not energy sources, conversion, supply, storage, or services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"854e8926d2cb6b5376761bfc988079023ecae85e9ac1f70c5a5fffb548356f5d","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-27T04:01:48.581082+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:79217fc1ac5b99187cec699248b866458ad0be9b31e1152b61552f83b5bcc180","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project focuses on computer vision and low-resolution cameras, not clean energy research or technology. No activity enhances international cooperation for clean energy or promotes investment in energy infrastructure.\nscope: The project targets image processing tasks like agriculture and drone navigation, not clean energy. No mechanism for cross-border knowledge transfer or investment mobilization in energy exists.","checks":[{"evidence_ids":["s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on computer vision and low-resolution cameras, not clean energy research or technology. No activity enhances international cooperation for clean energy or promotes investment in energy infrastructure.","status":"not_met"},{"evidence_ids":["s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets image processing tasks like agriculture and drone navigation, not clean energy. No mechanism for cross-border knowledge transfer or investment mobilization in energy exists.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"79217fc1ac5b99187cec699248b866458ad0be9b31e1152b61552f83b5bcc180","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-27T04:03:38.169458+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.4","name":"By 2030, upgrade infrastructure and retrofit industries to make them sustainable, with increased resource-use efficiency and greater adoption of clean and environmentally sound technologies and industrial processes, with all countries taking action in accordance with their respective capabilities","uri":"http://data.europa.eu/sdg/9.4","state":"no_mapping","strength":"partial","assertionId":"mapping:edaa1e56beae5ee4099a20a684a5dc951afc849c3412679166b0a57e4237de20","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Real-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nThe goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project develops a computer vision algorithm for low-resolution cameras, not an infrastructure upgrade or industrial retrofit improving resource efficiency or clean technology adoption.\nscope: The project targets digital image processing tasks, not identifiable physical infrastructure or industrial activities. No stated resource or environmental improvement mechanism is provided.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"purpose","missing_evidence":null,"reason":"The project develops a computer vision algorithm for low-resolution cameras, not an infrastructure upgrade or industrial retrofit improving resource efficiency or clean technology adoption.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"],"id":"scope","missing_evidence":null,"reason":"The project targets digital image processing tasks, not identifiable physical infrastructure or industrial activities. No stated resource or environmental improvement mechanism is provided.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"edaa1e56beae5ee4099a20a684a5dc951afc849c3412679166b0a57e4237de20","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4eea1022f594144a1bba7bfbbaa8c1720f03ccb0ec451a401d2a331d56a85d69","recordedAt":"2026-09-27T04:03:38.174707+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4","a5","a6","a7","a8","a9","a10","a11"],"pathway":null,"selected_units":[],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"b4c7f4b94fa1ae2d4249425e363c0cd6f62d8c744e5100ce8a31468a5dd2c874","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:7d49ae17f590a2ac988d1d44a246bf894b15af478fbe2fa42ef6cf99e7950db9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.\n\nMotivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.\n\nThe idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.\n\nThis novel algorithm, termed here DRVis, can be implemented in software or hardware.\n\nUnlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.\n\nReal-life applications of computer vision often require high-quality visual sensors.\n\nWith current technology, such sensors are expensive.\n\nEmpirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.\n\nWe expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","reason":"purpose: The project develops a novel algorithm (DRVis) for computer vision tasks. This constitutes research and tool development, not the transfer of capabilities to industry or training of external R&D staff required by the 9.5 purpose criterion.\nscope: The project explicitly aims to perform major computer vision tasks (classification, segmentation, identification) using low-resolution cameras, directly addressing the technological capabilities of the industrial sector.","checks":[{"evidence_ids":["s8"],"id":"purpose","missing_evidence":null,"reason":"The project develops a novel algorithm (DRVis) for computer vision tasks. This constitutes research and tool development, not the transfer of capabilities to industry or training of external R&D staff required by the 9.5 purpose criterion.","status":"not_met"},{"evidence_ids":["s4","s5","s6","s7","s8","s1","s2","s3","s9"],"id":"scope","missing_evidence":null,"reason":"The project explicitly aims to perform major computer vision tasks (classification, segmentation, identification) using low-resolution cameras, directly addressing the technological capabilities of the industrial sector.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1302,"kind":"text","quote":"The goals of the PoC project are to scale up and diversify our current software system, implement the system in hardware and demonstrate its performance in field conditions and develop the IPR strategy and explore the commercialization potential of our solution.","start":1040,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":556,"kind":"text","quote":"Motivated by these findings, here we aim to perform the major computer vision tasks required for many real-life applications, including segmentation, classification and identification, with low-resolution cameras.","start":343,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":681,"kind":"text","quote":"The idea is to use a series of low-resolution frames from a moving camera, rather than using a single high-resolution image.","start":557,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":766,"kind":"text","quote":"This novel algorithm, termed here DRVis, can be implemented in software or hardware.","start":682,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1039,"kind":"text","quote":"Unlike existing solutions that use multiple frames to reconstruct a high resolution image from low resolution ones, DRVis does not need to learn all the particularities needed for reconstruction; instead, it focuses on extracting the necessary features per the given task.","start":767,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":84,"kind":"text","quote":"Real-life applications of computer vision often require high-quality visual sensors.","start":0,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":137,"kind":"text","quote":"With current technology, such sensors are expensive.","start":85,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":342,"kind":"text","quote":"Empirical evidence from our ERC-funded research of biological vision suggests that eye motion enhances recognition capabilities beyond what could be expected if the eye was functioning as a static camera.","start":138,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"},{"end":1529,"kind":"text","quote":"We expect it will be applicable to a wide spectrum of image processing tasks in settings where sensor quality is low but multiple time samples are available including smart agriculture, drone navigation and visual aid devices.","start":1303,"text_hash":"7d1f25558bbaba95f7032e48e40037dfd2d279cba888824f6eb72e24acef836f"}],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","originalAssertionId":"7d49ae17f590a2ac988d1d44a246bf894b15af478fbe2fa42ef6cf99e7950db9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T09:01:21.712308+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-7435825201ac86c35b8a8dac","act-413e9f37a6c1a64ea7fb7230","act-e09a5837d954343c9c75d763","act-2e328c4bca81b375cb9bc567","act-8cd1c871a4b58e5b199a6032","act-05e2d129cc8b870d95a85f37","act-b6550e6b10257254a7483ab6","act-4138271eca9721da1ac02c61"],"activity_refs":["a4","a5","a6","a7","a8","a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s8"]},"scope":{"activity_evidence_ids":["s4","s5","s6","s7","s8"],"context_evidence_ids":["s1","s2","s3","s9"]}},"check_units":{"purpose":[],"scope":["a4","a5","a6","a7","a8","a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a6"],"pathway":null,"selected_units":[{"activity_id":"act-7435825201ac86c35b8a8dac","conditions":null,"description":"The project aims to perform major computer vision tasks using low-resolution cameras.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true},{"activity_id":"act-413e9f37a6c1a64ea7fb7230","conditions":null,"description":"The project uses a series of low-resolution frames from a moving camera rather than a single high-resolution image.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a5","role":"method","support_eligible":true},{"activity_id":"act-e09a5837d954343c9c75d763","conditions":null,"description":"The novel DRVis algorithm can be implemented in software or hardware.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"output","support_eligible":true},{"activity_id":"act-2e328c4bca81b375cb9bc567","conditions":null,"description":"Unlike existing solutions, the project focuses on extracting necessary features per the given task instead of learning reconstruction particularities.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"method","support_eligible":true},{"activity_id":"act-8cd1c871a4b58e5b199a6032","conditions":null,"description":"The project aims to scale up and diversify the current software system.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-05e2d129cc8b870d95a85f37","conditions":null,"description":"The project aims to implement the system in hardware.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-b6550e6b10257254a7483ab6","conditions":null,"description":"The project aims to demonstrate the system's performance in field conditions.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-4138271eca9721da1ac02c61","conditions":null,"description":"The project aims to develop the IPR strategy and explore the commercialization potential of the solution.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a11","role":"dissemination","support_eligible":true}],"sheet_cache_key":"68ef37612e7e66040550d766d2c19d5aa61f9d2d9e991fe42e8d41ce13f53480","sheet_sha256":"f5d3e084897fac5a75bac1f067ffb1efb2d1716e17ddd7afb89735c65be7ea36","sheet_version":"mesh-activity-sheet-v3","source_version":"c71b2263468024e6604f45f63748250acc4649b357eeefb8e45f905adefbf2a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"11","uri":"http://data.europa.eu/sdg/11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.3","uri":"http://data.europa.eu/sdg/15.3","name":"By 2030, combat desertification, restore degraded land and soil, including land affected by desertification, drought and floods, and strive to achieve a land degradation-neutral world","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4","uri":"http://data.europa.eu/sdg/4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"6.5","uri":"http://data.europa.eu/sdg/6.5","name":"By 2030, implement integrated water resources management at all levels, including through transboundary cooperation as appropriate","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"4fe43588438277139b372b7f5192a0cf96de1f440f90280de8e7a8083ce86997","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"DRVis","title":"Dynamical Recurrent Visual Perceiver","status":"CLOSED","startDate":"2022-07-01","endDate":"2023-12-31","ecSignatureDate":"2022-04-06","totalCost":0.0,"ecMaxContribution":150000.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC-POC","masterCall":"ERC-2022-POC1","subCall":"ERC-2022-POC1","grantDoi":"10.3030/101069457","keywords":[],"contentUpdateDate":"2022-08-05 17:02:51","topics":[{"code":"ERC-2022-POC1","title":"ERC PROOF OF CONCEPT GRANTS1"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/23/47/307","path":"natural sciences/computer and information sciences/software","title":"software"},{"code":"/25/73/453/58525161/44113014","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/sensors/optical sensors","title":"optical sensors"},{"code":"/25/73/453/459/1229/1729","path":"engineering and technology/electrical engineering, electronic engineering, information engineering/electronic engineering/robotics/autonomous robots/drones","title":"drones"},{"code":"/27/81/30021","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture","title":"agriculture"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"WEIZMANN INSTITUTE OF SCIENCE","shortName":"WEIZMANN","role":"coordinator","country":"IL","city":"Rehovot","activityType":"HES","sme":false,"ecContribution":150000.0,"totalCost":0.0,"geolocation":[31.9034116,34.806828],"order":1}],"topicDetails":[{"identifier":"ERC-2022-POC1","title":"ERC PROOF OF CONCEPT GRANTS1","callIdentifier":"ERC-2022-POC1","callTitle":"Call for proposals for ERC Proof of Concept Grant1","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["European Research Council (ERC)","Excellent Science"],"typeOfAction":"HORIZON-ERC-POC HORIZON ERC Proof of Concept Grants","typeOfMGA":["HORIZON Lump Sum Grant"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2022":25000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"single-stage"},"keywords":[],"description":"Objective:Objectives:\nThe ERC Proof of Concept Grants aim to facilitate exploration of the commercial and social innovation potential of ERC funded research and are therefore available only to Principal Investigators whose proposals draw substantially on their ERC funded research.\nSize of ERC Proof of Concept Grants:\nThe financial contribution will be awarded as a lump sum of EUR 150 000 for a period of 18 months. The ERC expects that normally proof of concept activities should be completed within 12 months. However, to allow for those projects that require more preparation time, the grant agreements will be signed for 18 months. Extensions of the duration of proof of concept projects may be granted only exceptionally.The lump sum will cover the beneficiaries' direct and indirect eligible costs for the project: if the project is implemented properly the amounts will be paid regardless of the costs actually incurred. The lump sum has been designed to cover the beneficiaries’ personnel costs, subcontracting, purchase costs, others cost categories and indirect costs.\nProfile of the ERC Proof of Concept Eligible Principal Investigator:\nAll Principal Investigators in one of the main grants are eligible to participate and apply for an ERC Proof of Concept Grant. Principal Investigators in an ongoing main grant are eligible to apply to both Proof of Concept calls. Principal Investigators in a main grant that has ended less than 12 months before 1 January 2021 are eligible to apply only to call ERC-2022-PoC1. Principal Investigators in a main grant that has ended less than 12 months before 1 January 2022 are eligible to apply to both calls ERC-2022-PoC1 and ERC-2022-PoC2.\nPrincipal Investigators may submit only one proposal under each Work Programme 2022 Proof of Concept call. If further submissions are made at different cut-off dates under call ERC-2022-PoC2, only the first admissible and eligible proposal will be considered.\nSynergy Grant Principal Investigators are eligible to apply only with the written consent of all Principal Investigators in the same Synergy Grant project.\nFor further information please see the ERC Work Programme 2022.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2022-POC1"}]}}
{"id":"101177739","acronym":"DELIAH","name":"Democratic Literacy and Humour","offer":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech. Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour. (2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential. First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm. Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement. In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","objective":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech. Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour. (2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential. First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm. Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement. In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalSourceVersion":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","textHash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea","sourceUrl":"https://cordis.europa.eu/project/id/101177739","country":"BE","participantCountries":["BE","DE","EE","ES","NL","SK"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-01-26 15:54:02","locations":[],"goal":4,"goalIds":[4,16],"rels":[{"code":"16","name":"Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels","uri":"http://data.europa.eu/sdg/16","state":"supported","strength":"strong","assertionId":"mapping:ee75dd877b9706141f6c3cfbf79294dd8c6234bf6ac3f26bbf986c1ff1532515","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.”","modality":"planned","hypothesis":null,"quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\nDemocratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","reason":"purpose: The project plans to produce practical approaches to enhance democratic literacy, which directly promotes inclusive societies by improving citizens' capacity to discern anti-democratic speech.\nscope: The target setting is EU citizens and regulators, and the goal is enhancing democratic literacy, satisfying the identifiable setting and goal limb without country restriction.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project plans to produce practical approaches to enhance democratic literacy, which directly promotes inclusive societies by improving citizens' capacity to discern anti-democratic speech.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The target setting is EU citizens and regulators, and the goal is enhancing democratic literacy, satisfying the identifiable setting and goal limb without country restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"ee75dd877b9706141f6c3cfbf79294dd8c6234bf6ac3f26bbf986c1ff1532515","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b8ada692f00d85efdb5393fb30283ec0b2aa63145328cb4fe4addb32b54cf4b8","recordedAt":"2026-09-26T04:23:51.958273+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-097c90e535791c9414b41366","activity_ref":"a4","claim_unit_candidates":["a4"],"end":802,"evidence_id":"s2","ownership":"current_project","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","quote_sha256":"b30802a0a580ee7767ebd8a07fdd9410b3d99d0571b1c8849612b3ce9a18cc18","role":"output","source_span_id":"09f759a2699c13651cf7332eed9223c6eb181549be3cc8cdf70bc63bf57437d9","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":566},"activityBinding":{"activity_ids":["act-097c90e535791c9414b41366"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-097c90e535791c9414b41366","conditions":null,"description":"The project produces practical approaches designed to enhance democratic literacy among EU citizens and regulators.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"0394837fd5e62487be8adeda6216a2c47a1c321e0c349982597953a2cb425ea7","sheet_sha256":"325c239aacf8d6f09b0a8b7b4a20397c23fd4ec751928bb5f8a5b3756e7e1989","sheet_version":"mesh-activity-sheet-v2","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"4","name":"Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all","uri":"http://data.europa.eu/sdg/4","state":"supported","strength":"strong","assertionId":"mapping:eddb0ecc587f833ffca9d2f672dc7b21a82ac67ac016a8badc60fd5d204fd7d9","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.”","modality":"planned","hypothesis":null,"quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.\n\nSuch practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","reason":"purpose: The project explicitly aims to produce 'educational resources' to mitigate anti-democratic speech, satisfying the condition for improving education.\nscope: The project targets 'EU citizens' as the learner population, establishing an identifiable group for educational improvement.","checks":[{"evidence_ids":["s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to produce 'educational resources' to mitigate anti-democratic speech, satisfying the condition for improving education.","status":"supported"},{"evidence_ids":["s2"],"id":"scope","missing_evidence":null,"reason":"The project targets 'EU citizens' as the learner population, establishing an identifiable group for educational improvement.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"eddb0ecc587f833ffca9d2f672dc7b21a82ac67ac016a8badc60fd5d204fd7d9","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"19473ebc29f879126d021f9bef74e82ce376b42d9d6eca482a8c6ed4437f1655","recordedAt":"2026-09-26T04:25:21.086006+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-7d2a0969cc56a26b63ca2ab6","activity_ref":"a3","claim_unit_candidates":["a3"],"end":565,"evidence_id":"s1","ownership":"current_project","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","quote_sha256":"1d8d719c6efa826a275173440644670452e5b2a68dd14a26f06c866fa318feb7","role":"activity","source_span_id":"a80e6a1806aabf3ce629e8c3a0d690092967d5de9e591854335cefa6372c9125","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":0},"activityBinding":{"activity_ids":["act-7d2a0969cc56a26b63ca2ab6","act-097c90e535791c9414b41366"],"activity_refs":["a3","a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s1"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":[]}},"check_units":{"purpose":["a3"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a3","a4"],"pathway":"a3 -> a4","selected_units":[{"activity_id":"act-7d2a0969cc56a26b63ca2ab6","conditions":null,"description":"The project transforms existing research on the adverse effects of anti-democratic speech into actionable policies, toolkits, and educational resources.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a3","role":"activity","support_eligible":true},{"activity_id":"act-097c90e535791c9414b41366","conditions":null,"description":"The project produces practical approaches designed to enhance democratic literacy among EU citizens and regulators.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"0394837fd5e62487be8adeda6216a2c47a1c321e0c349982597953a2cb425ea7","sheet_sha256":"325c239aacf8d6f09b0a8b7b4a20397c23fd4ec751928bb5f8a5b3756e7e1989","sheet_version":"mesh-activity-sheet-v2","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"4.7","name":"By 2030, ensure that all learners acquire the knowledge and skills needed to promote sustainable development, including, among others, through education for sustainable development and sustainable lifestyles, human rights, gender equality, promotion of a culture of peace and non-violence, global citizenship and appreciation of cultural diversity and of culture’s contribution to sustainable development","uri":"http://data.europa.eu/sdg/4.7","state":"supported","strength":"strong","assertionId":"mapping:59ef23e86838fe6722eef8fd4dbadedf5878113ac6a30ebd20778f378790f359","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.”","modality":"planned","hypothesis":null,"quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\nDemocratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","reason":"purpose: The project explicitly aims to enhance 'democratic literacy' (capacity to discern anti-democratic implications), which equips learners with knowledge/skills to promote sustainable development (SDG 4.7).\nscope: The intended learning outcome is 'democratic literacy,' which expressly concerns human rights, peace, non-violence, and global citizenship, satisfying the scope condition for SDG 4.7.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to enhance 'democratic literacy' (capacity to discern anti-democratic implications), which equips learners with knowledge/skills to promote sustainable development (SDG 4.7).","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The intended learning outcome is 'democratic literacy,' which expressly concerns human rights, peace, non-violence, and global citizenship, satisfying the scope condition for SDG 4.7.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"59ef23e86838fe6722eef8fd4dbadedf5878113ac6a30ebd20778f378790f359","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ce95c5595409c37c7c3a3f8b17200dbf7b36641f5c229b1fde425c73695f7c40","recordedAt":"2026-09-26T04:25:21.089481+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-097c90e535791c9414b41366","activity_ref":"a4","claim_unit_candidates":["a4"],"end":802,"evidence_id":"s2","ownership":"current_project","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","quote_sha256":"b30802a0a580ee7767ebd8a07fdd9410b3d99d0571b1c8849612b3ce9a18cc18","role":"output","source_span_id":"09f759a2699c13651cf7332eed9223c6eb181549be3cc8cdf70bc63bf57437d9","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":566},"activityBinding":{"activity_ids":["act-097c90e535791c9414b41366"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-097c90e535791c9414b41366","conditions":null,"description":"The project produces practical approaches designed to enhance democratic literacy among EU citizens and regulators.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a4","role":"output","support_eligible":true}],"sheet_cache_key":"0394837fd5e62487be8adeda6216a2c47a1c321e0c349982597953a2cb425ea7","sheet_sha256":"325c239aacf8d6f09b0a8b7b4a20397c23fd4ec751928bb5f8a5b3756e7e1989","sheet_version":"mesh-activity-sheet-v2","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:0e8c79da03a3bb3c35e084f2d75cd57d6c902ac6a0680a5360a4a634ec5e4164","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.\n\nSuch practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\n(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.\n\nFirst, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.\n\nSecond, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.\n\nIn sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","reason":"purpose: The project addresses democratic participation and anti-democratic speech, not mechanisms of inequality such as income, rights, or migration conditions.\nscope: The project focuses on democratic literacy and humour, failing to identify specific social or economic inequality, exclusion, or institutional imbalance mechanisms.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project addresses democratic participation and anti-democratic speech, not mechanisms of inequality such as income, rights, or migration conditions.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project focuses on democratic literacy and humour, failing to identify specific social or economic inequality, exclusion, or institutional imbalance mechanisms.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1253,"kind":"text","quote":"(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.","start":803,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1434,"kind":"text","quote":"First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.","start":1254,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1613,"kind":"text","quote":"Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.","start":1435,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1873,"kind":"text","quote":"In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","start":1614,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"0e8c79da03a3bb3c35e084f2d75cd57d6c902ac6a0680a5360a4a634ec5e4164","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-27T01:08:54.794823+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"1eff77406c8c6e17b09f4bef353f3b0ae4db8ccb52f09f83c813a957f5a01a07","sheet_sha256":"a4dfa4467749f708f88dfd1661b0fe414aa31c6a855b110325e67b2eef533c45","sheet_version":"mesh-activity-sheet-v3","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"16.3","name":"Promote the rule of law at the national and international levels and ensure equal access to justice for all","uri":"http://data.europa.eu/sdg/16.3","state":"no_mapping","strength":"partial","assertionId":"mapping:5e4febd5c77e5ed66863114273da50a3d407da6c7b385f125dac721dd2e18da3","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.\n\nSuch practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\n(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.\n\nFirst, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.\n\nSecond, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.\n\nIn sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","reason":"purpose: The project aims to enhance democratic literacy and counter anti-democratic speech via humour, not to promote the rule of law or ensure equal access to justice.\nscope: The project targets democratic participation and literacy, not identifiable legal, justice, or rights-enforcement processes or institutions.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to enhance democratic literacy and counter anti-democratic speech via humour, not to promote the rule of law or ensure equal access to justice.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets democratic participation and literacy, not identifiable legal, justice, or rights-enforcement processes or institutions.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1253,"kind":"text","quote":"(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.","start":803,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1434,"kind":"text","quote":"First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.","start":1254,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1613,"kind":"text","quote":"Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.","start":1435,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1873,"kind":"text","quote":"In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","start":1614,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"5e4febd5c77e5ed66863114273da50a3d407da6c7b385f125dac721dd2e18da3","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"de6d7ea68a2f697d658ba51bbe376d92b28ab43baa5a9288394396cadd3584c0","recordedAt":"2026-09-27T01:08:54.799182+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"1eff77406c8c6e17b09f4bef353f3b0ae4db8ccb52f09f83c813a957f5a01a07","sheet_sha256":"a4dfa4467749f708f88dfd1661b0fe414aa31c6a855b110325e67b2eef533c45","sheet_version":"mesh-activity-sheet-v3","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"no_mapping","strength":"partial","assertionId":"mapping:50b87f08638cf80ed20c921054c78dd3a05b3ada7e07062613ac98585bd6994c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.\n\nSuch practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\n(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.\n\nFirst, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.\n\nSecond, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.\n\nIn sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","reason":"purpose: The project focuses on democratic literacy and anti-democratic speech, not human health or well-being mechanisms.\nscope: The project targets democratic participation, not human healthy lives or well-being as an explicit outcome.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on democratic literacy and anti-democratic speech, not human health or well-being mechanisms.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets democratic participation, not human healthy lives or well-being as an explicit outcome.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1253,"kind":"text","quote":"(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.","start":803,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1434,"kind":"text","quote":"First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.","start":1254,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1613,"kind":"text","quote":"Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.","start":1435,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1873,"kind":"text","quote":"In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","start":1614,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"50b87f08638cf80ed20c921054c78dd3a05b3ada7e07062613ac98585bd6994c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T01:08:54.800537+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"1eff77406c8c6e17b09f4bef353f3b0ae4db8ccb52f09f83c813a957f5a01a07","sheet_sha256":"a4dfa4467749f708f88dfd1661b0fe414aa31c6a855b110325e67b2eef533c45","sheet_version":"mesh-activity-sheet-v3","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:f85c8a65cab545aea7f15441dc5b30705e876963add6ba7e3d1e7c61db719bad","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.\n\nSuch practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.\n\n(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.\n\nFirst, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.\n\nSecond, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.\n\nIn sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","reason":"purpose: The project focuses on democratic literacy and anti-democratic speech, not non-communicable diseases or mental health. No prevention or treatment of such conditions is undertaken.\nscope: The selected work addresses democratic participation and hate speech, not human non-communicable diseases or mental health. The scope does not match the required health domain.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on democratic literacy and anti-democratic speech, not non-communicable diseases or mental health. No prevention or treatment of such conditions is undertaken.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The selected work addresses democratic participation and hate speech, not human non-communicable diseases or mental health. The scope does not match the required health domain.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":565,"kind":"text","quote":"Democratic Literacy and Humour (DELIAH) examines the multifaceted role of humour in artistic forms, cultural spaces, and online and offline fora, identifying how humour can either support or undermine democratic participation and processes in Europe.DELIAH has two main goals:(1) To transform existing research on the adverse effects of anti-democratic speech, which is particularly prevalent in 'humorous’ forms in online platforms, into actionable policies, toolkits, and educational resources to mitigate the negative consequences of such anti-democratic speech.","start":0,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":802,"kind":"text","quote":"Such practical approaches will in turn enhance what we call 'democratic literacy': i.e., the capacity among EU citizens and regulators to discern the anti-democratic implications of certain forms of hateful speech or disparaging humour.","start":566,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1253,"kind":"text","quote":"(2) To conduct fundamental research into humorous 'counter-speech,' which will allow DELIAH to develop and promote humour strategies that confront anti-democratic rhetoric, hate speech, and discriminatory content, thus establishing 'best practices' for using humour as a tool to counteract anti-democratic speech and thereby foster broader and more meaningful participation in democratic processes.DELIAH therefore recognizes humour's dual potential.","start":803,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1434,"kind":"text","quote":"First, DELIAH investigates how humour can be misused to support anti-democratic agendas and, in response, offers strategies to boost awareness, regulate content, and mitigate harm.","start":1254,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1613,"kind":"text","quote":"Second, and simultaneously, DELIAH harnesses humour's positive role in countering such rhetoric, advocating for practices that encourage active and healthy democratic engagement.","start":1435,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"},{"end":1873,"kind":"text","quote":"In sum, DELIAH is dedicated to exploring and establishing the delicate balance between humour's potential to harm and its capacity to heal in a democratic context, aiming to cultivate a more informed, resilient, and participatory democratic society in Europe.","start":1614,"text_hash":"37b5a7ad1213e7bcd9689ae7d0b9432e0c6498e5bc621f3fd5ab5c501983e0ea"}],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","originalAssertionId":"f85c8a65cab545aea7f15441dc5b30705e876963add6ba7e3d1e7c61db719bad","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-27T01:08:54.802197+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a3","a4","a5","a6","a7","a8","a9"],"pathway":null,"selected_units":[],"sheet_cache_key":"1eff77406c8c6e17b09f4bef353f3b0ae4db8ccb52f09f83c813a957f5a01a07","sheet_sha256":"a4dfa4467749f708f88dfd1661b0fe414aa31c6a855b110325e67b2eef533c45","sheet_version":"mesh-activity-sheet-v3","source_version":"1690f00ae6046cc193928cd1683f766d8bbce2b238ebf271ea93a34fda98fb19","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"10.2","uri":"http://data.europa.eu/sdg/10.2","name":"By 2030, empower and promote the social, economic and political inclusion of all, irrespective of age, sex, disability, race, ethnicity, origin, religion or economic or other status","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"10.3","uri":"http://data.europa.eu/sdg/10.3","name":"Ensure equal opportunity and reduce inequalities of outcome, including by eliminating discriminatory laws, policies and practices and promoting appropriate legislation, policies and action in this regard","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"16.10","uri":"http://data.europa.eu/sdg/16.10","name":"Ensure public access to information and protect fundamental freedoms, in accordance with national legislation and international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"16.b","uri":"http://data.europa.eu/sdg/16.b","name":"Promote and enforce non-discriminatory laws and policies for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"4.6","uri":"http://data.europa.eu/sdg/4.6","name":"By 2030, ensure that all youth and a substantial proportion of adults, both men and women, achieve literacy and numeracy","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"505d1faf4bd894e94c2c9e0dc66f113cdac40ddf8c214cf92dbad751a6841a32","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"DELIAH","title":"Democratic Literacy and Humour","status":"SIGNED","startDate":"2025-03-01","endDate":"2029-02-28","ecSignatureDate":"2024-10-01","totalCost":3012371.25,"ecMaxContribution":3006121.25,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-CL2-2024-DEMOCRACY-01","subCall":"HORIZON-CL2-2024-DEMOCRACY-01","grantDoi":"10.3030/101177739","keywords":["Humor; satire; democracy; democratic participation; democratic literacy"],"contentUpdateDate":"2026-01-26 15:54:02","topics":[{"code":"HORIZON-CL2-2024-DEMOCRACY-01-08","title":"Culture, the arts and cultural spaces for democratic participation and political expression, online and offline"}],"legalBasis":[{"code":"HORIZON.2.2","title":"Culture, creativity and inclusive society","main":true},{"code":"HORIZON.2.2.1","title":"Democracy and Governance","main":false}],"euroSciVoc":[{"code":"/31/107/577/581/1393","path":"humanities/languages and literature/literature studies/literary genres/essays","title":"essays"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":0.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"UNIVERSITEIT GENT","shortName":"UGent","role":"coordinator","country":"BE","city":"Gent","activityType":"HES","sme":false,"ecContribution":793000.0,"totalCost":793000.0,"geolocation":[51.05,3.71667],"order":1},{"name":"RIJKSUNIVERSITEIT GRONINGEN","shortName":null,"role":"participant","country":"NL","city":"Groningen","activityType":"HES","sme":false,"ecContribution":333670.0,"totalCost":333670.0,"geolocation":[53.219247001,6.5631014325],"order":2},{"name":"UNIVERSIDAD DEL PAIS VASCO/ EUSKAL HERRIKO UNIBERTSITATEA","shortName":"UPV/EHU","role":"participant","country":"ES","city":"Leioa","activityType":"HES","sme":false,"ecContribution":562357.5,"totalCost":562357.5,"geolocation":[43.32686,-2.98884],"order":3},{"name":"UNIVERZITA KOMENSKEHO V BRATISLAVE","shortName":"UK BA","role":"participant","country":"SK","city":"BRATISLAVA 1","activityType":"HES","sme":false,"ecContribution":286875.0,"totalCost":286875.0,"geolocation":[48.1410559,17.1151675874717],"order":4},{"name":"GEORG-AUGUST-UNIVERSITAT GOTTINGEN STIFTUNG OFFENTLICHEN RECHTS","shortName":"UGOE","role":"participant","country":"DE","city":"Gottingen","activityType":"HES","sme":false,"ecContribution":499015.0,"totalCost":505265.0,"geolocation":[51.53406499,9.9378471775],"order":5},{"name":"TARTU ULIKOOL","shortName":"UNIVERSITY OF TARTU","role":"participant","country":"EE","city":"Tartu","activityType":"HES","sme":false,"ecContribution":421912.5,"totalCost":421912.5,"geolocation":[58.3807628,26.7194208],"order":6},{"name":"STICHTING VJ MOVEMENT FOUNDATION","shortName":"STICHTING VJ MOVEMENT FOUNDATION","role":"participant","country":"NL","city":"SCHOOR","activityType":"OTH","sme":true,"ecContribution":109291.25,"totalCost":109291.25,"geolocation":[52.3815066,4.6422061],"order":7}],"topicDetails":[{"identifier":"HORIZON-CL2-2024-DEMOCRACY-01-08","title":"Culture, the arts and cultural spaces for democratic participation and political expression, online and offline","callIdentifier":"HORIZON-CL2-2024-DEMOCRACY-01","callTitle":"Past, present and future of democracies","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Global Challenges and European Industrial Competitiveness","Culture, creativity and inclusive society","Democracy and Governance"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2023-10-04","deadlineDates":["2024-02-07"],"budget":{"budgetByYear":{"2024":"9000000"},"expectedGrants":3,"minContribution":2000000,"maxContribution":3000000,"deadlineModel":"single-stage"},"keywords":["New participatory democracy models","Transformation of societies, democratization, social movements"],"description":"Expected Outcome:\nProjects should contribute to the following expected outcomes:\n• Recommendations on how to foster civic participation through a deep analysis of the use of spaces beyond classic democratic institutions, especially cultural and artistic spaces, as well as cyberspace and metaverses, for political expression.\n• Forward-looking policy recommendations to ensure that digital spaces (including metaverses and social networks) can, by design, have a positive impact on democratic life and limit potential threats to democracy.\n• Experimentation of solutions, methods and tools to support democratic behaviour and social well-being for the next generation of social media.\nScope:\nParticipation in political life through conventional means, such as elections, has become a challenge. Participation rates decrease while parts of society feel unheard by political elites and see electoral processes as inefficient.\nOn the other hand, some citizens find alternative outlets to express political opinions, such as protests[1], expression on social media and in virtual spaces, art creation, music and vocal forms of expressive culture, etc. Cultural, artistic and online spaces (such as public libraries, art exhibition spaces, heritage sites, cultural centres, parks and other public places used temporarily to convey a message, social media platforms, metaverses, etc.) are increasingly positioning themselves as catalysers for social and economic changes. They become privileged places for deliberation and alternative engagement with politics through debate, education and free expression, for instance. Proposals should evaluate how effective they are at channelling bottom-up political energy. They should also propose options as to how those alternative initiatives could feed into the wider political debate (for instance through social innovation). In addition, proposals could look at art and cultural productions (in the broader sense, online and offline) as vectors of political expression, be it in democratic or non-democratic contexts. How efficient are they in mediating political messages? What kind of attacks and counterattacks are targeted at them, with what effects, from the side of the professional politicians and organisations? How are questions regarding the legitimacy of artistic activities answered?\nAside from physical spaces, virtual spaces for exchange and communication have been very active in the dissemination of political views and have influenced the political debate, notably through the use of popular culture references (memes, etc.) and through cyber-culture. While the link between social media and disinformation as well as political engagement has already been investigated, the revival of virtual alternative universes, such as metaverses, begs for more scientific evidence regarding what impact this will have on democracy. Digital universes have a strong potential to both threaten and nurture democracies. Proposals should propose forward-looking policy recommendations to ensure that such digital spaces can, by design, have a positive impact on democratic life, and to limit the potential threats to democracy. How can these new spaces be exploited as positive tools for citizen engagement? Proposals should also experiment solutions, methods and tools to support democratic behaviour and well-being for the next generation of social media.\nProposals are expected to investigate cultural activity and engagement, online and offline, as political expression, civic participation and political engagement, historically, in contemporary society, and to provide forecasts for the future. Gender, decoloniality and intersectionality should be taken into account. Investigation of examples and initiatives from outside Europe will be instrumental, given the many interesting experiences of art and activism around the world. Therefore, international cooperation is encouraged. Proposals should produce concrete policy recommendations and design proposals to allow the potential for political engagement through physical and virtual non-traditional spaces to be fully expressed, in an inclusive manner.\nResearch methodologies should include field research and participative methods. They may also involve culture and art practitioners and art-based research.\nClustering and cooperation with other selected projects under this topic and other relevant projects are strongly encouraged.\nProposals are encouraged to collaborate with the JRC Competence Centre on Participatory and Deliberative Democracy,[2] particularly in respect to the development of evidence-informed policy recommendations on how digital universes, such as metaverses, can have positive impacts on democratic systems and democratic life in general.\n[1]  See, under the same call, HORIZON-CL2-2024-DEMOCRACY-01-01: Protest politics and cultures of opposition in democracy.\n[2] https://knowledge4policy.ec.europa.eu/participatory-democracy_en","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-CL2-2024-DEMOCRACY-01-08"}]}}
{"id":"861998","acronym":"UPSCALE","name":"UPSCALING THE BENEFITS OF PUSH-PULL TECHNOLOGY FOR SUSTAINABLE AGRICULTURAL INTENSIFICATION IN EAST AFRICA","offer":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms. In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems. By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions. Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales. UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption. Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops. By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","objective":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms. In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems. By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions. Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales. UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption. Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops. By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalSourceVersion":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","textHash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef","sourceUrl":"https://cordis.europa.eu/project/id/861998","country":"DE","participantCountries":["CH","DE","ET","KE","RS","RW","SE","TZ","UG","ZA"],"programme":"H2020","status":"SIGNED","sourceUpdated":"2026-03-03 21:58:52","locations":[],"goal":2,"goalIds":[2],"rels":[{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"supported","strength":"strong","assertionId":"mapping:ddf7f4c48bf1dcf437da58edbcc05df6839860b250dd6d9b189f472515881f59","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.”","modality":"planned","hypothesis":null,"quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","reason":"purpose: The project explicitly aims to catalyse widespread implementation of climate-smart food production, providing a substantive pathway to sustainable agriculture.\nscope: The contribution concerns food production systems in East Africa, aligning with the scope of people's food needs and sustainable agriculture.","checks":[{"evidence_ids":["s7","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to catalyse widespread implementation of climate-smart food production, providing a substantive pathway to sustainable agriculture.","status":"supported"},{"evidence_ids":["s7","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns food production systems in East Africa, aligning with the scope of people's food needs and sustainable agriculture.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"ddf7f4c48bf1dcf437da58edbcc05df6839860b250dd6d9b189f472515881f59","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T19:18:26.698455+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-5871b288b14679de364ffd93","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1527,"evidence_id":"s7","ownership":"current_project","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","quote_sha256":"cfe3e4bb37cba378146ad1f26b460d96ab5f896bb9e1800b007b0b4046ff4881","role":"output","source_span_id":"e705e7dfdd6f7aaf9d51dbcbf5f1b9cd0728534e6dd793050ddaf6a9bef41246","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1300},"activityBinding":{"activity_ids":["act-5871b288b14679de364ffd93"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":"a2 -> a3 -> a4 -> a5 -> a6 -> a7","selected_units":[{"activity_id":"act-5871b288b14679de364ffd93","conditions":null,"description":"By harnessing the benefits of push-pull technology across scales and crops, the project will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"supported","strength":"strong","assertionId":"mapping:61cb67e23f896ffd4700e9afaacdde45c7f49835ad9fc254e49d73fa5aad21d3","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.”","modality":"planned","hypothesis":null,"quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.\n\nPush-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","reason":"purpose: The project explicitly aims to catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production, satisfying the condition for developing sustainable food-production systems.\nscope: The specified contribution is situated in food production (East Africa) and linked to sustainability (climate-smart, environmentally-friendly), addressing the resilience and ecosystem maintenance components required.","checks":[{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production, satisfying the condition for developing sustainable food-production systems.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The specified contribution is situated in food production (East Africa) and linked to sustainability (climate-smart, environmentally-friendly), addressing the resilience and ecosystem maintenance components required.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"61cb67e23f896ffd4700e9afaacdde45c7f49835ad9fc254e49d73fa5aad21d3","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-26T19:18:26.707250+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-5871b288b14679de364ffd93","activity_ref":"a7","claim_unit_candidates":["a7"],"end":1527,"evidence_id":"s7","ownership":"current_project","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","quote_sha256":"cfe3e4bb37cba378146ad1f26b460d96ab5f896bb9e1800b007b0b4046ff4881","role":"output","source_span_id":"e705e7dfdd6f7aaf9d51dbcbf5f1b9cd0728534e6dd793050ddaf6a9bef41246","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1300},"activityBinding":{"activity_ids":["act-5871b288b14679de364ffd93"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-5871b288b14679de364ffd93","conditions":null,"description":"By harnessing the benefits of push-pull technology across scales and crops, the project will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"1","name":"End poverty in all its forms everywhere","uri":"http://data.europa.eu/sdg/1","state":"no_mapping","strength":"partial","assertionId":"mapping:a91306c8110a3f9f2dbeaf0cd468126efcca32976ad200f34141466e75453130","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: Project focuses on agricultural sustainability and food security, not poverty mechanisms or material deprivation. No evidence of addressing poverty.\nscope: No identified poverty mechanism, protection system, or vulnerable population. Project targets general smallholder farms, not specifically poor or vulnerable groups.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on agricultural sustainability and food security, not poverty mechanisms or material deprivation. No evidence of addressing poverty.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"No identified poverty mechanism, protection system, or vulnerable population. Project targets general smallholder farms, not specifically poor or vulnerable groups.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"a91306c8110a3f9f2dbeaf0cd468126efcca32976ad200f34141466e75453130","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"717a95833a1f8df283f48c34f9f9ee2be89d44bb3d94822abd15272d62e2847a","recordedAt":"2026-09-28T03:14:30.394983+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2","a3","a5"],"pathway":"a2 -> a3 -> a5","selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"10","name":"Reduce inequality within and among countries","uri":"http://data.europa.eu/sdg/10","state":"no_mapping","strength":"partial","assertionId":"mapping:5de35805a757aa80e700ba9055826493b3b25c08e2fe82539f394348a735c29e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project focuses on agricultural sustainability and food security, not mechanisms of inequality within or among countries.\nscope: The project does not identify specific social or economic inequality, exclusion, or institutional imbalance mechanisms under study.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on agricultural sustainability and food security, not mechanisms of inequality within or among countries.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project does not identify specific social or economic inequality, exclusion, or institutional imbalance mechanisms under study.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"5de35805a757aa80e700ba9055826493b3b25c08e2fe82539f394348a735c29e","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"63523ad1d120a207da58460376de1f08a43eb9cebd804abeeb54f5397edfd24c","recordedAt":"2026-09-28T03:14:30.396875+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2","a3","a4","a5","a6","a7"],"pathway":"a2 -> a3 -> a4 -> a5 -> a6 -> a7","selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"10.b","name":"Encourage official development assistance and financial flows, including foreign direct investment, to States where the need is greatest, in particular least developed countries, African countries, small island developing States and landlocked developing countries, in accordance with their national plans and programmes","uri":"http://data.europa.eu/sdg/10.b","state":"no_mapping","strength":"partial","assertionId":"mapping:99434bf1f2f6ea22150b9dfd19cf5d4d9dde8213d99a5926341b1bda5761d76c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project focuses on scaling agricultural technology (push-pull) for food security, not on encouraging official development assistance or financial flows to states with greatest need.\nscope: While the project targets East Africa, the sources do not evidence a connection to national plans or programmes, nor do they identify specific receiving states with greatest need.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on scaling agricultural technology (push-pull) for food security, not on encouraging official development assistance or financial flows to states with greatest need.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"While the project targets East Africa, the sources do not evidence a connection to national plans or programmes, nor do they identify specific receiving states with greatest need.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"99434bf1f2f6ea22150b9dfd19cf5d4d9dde8213d99a5926341b1bda5761d76c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9e431ded189272226d4110c042c73587209001298ca70542c58ca8bbc5ce6b46","recordedAt":"2026-09-28T03:14:30.398573+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"no_mapping","strength":"partial","assertionId":"mapping:fb879f5b86c0660a14cc58322240b83b22c0f259201fc1aa790f4eb8bcde9b84","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nPush-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","reason":"purpose: The project plans to scale up understanding and applicability of an existing technology (push-pull) rather than changing how a product or resource is produced, consumed, or used. It does not alter production/consumption practices.\nscope: The project targets East African smallholder farms and explicitly addresses production systems (cereals, other crops) and consumption (nutritious crops), satisfying the identifiable practice and no geographic restriction criteria.","checks":[{"evidence_ids":["s2","s6"],"id":"purpose","missing_evidence":null,"reason":"The project plans to scale up understanding and applicability of an existing technology (push-pull) rather than changing how a product or resource is produced, consumed, or used. It does not alter production/consumption practices.","status":"not_met"},{"evidence_ids":["s2","s6","s1"],"id":"scope","missing_evidence":null,"reason":"The project targets East African smallholder farms and explicitly addresses production systems (cereals, other crops) and consumption (nutritious crops), satisfying the identifiable practice and no geographic restriction criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"fb879f5b86c0660a14cc58322240b83b22c0f259201fc1aa790f4eb8bcde9b84","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:43:33.025024+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-5752c08caf558d2b8eee73d1","act-86da7a4c1aebc2965cb749e2"],"activity_refs":["a2","a6"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s6"]},"scope":{"activity_evidence_ids":["s2","s6"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":[],"scope":["a2","a6"]},"code_owned_checks":[],"model_selected_units":["a2","a6"],"pathway":"a2 -> a6","selected_units":[{"activity_id":"act-5752c08caf558d2b8eee73d1","conditions":null,"description":"The project aims to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true},{"activity_id":"act-86da7a4c1aebc2965cb749e2","conditions":null,"description":"The project will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true}],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:2850cb138552e817d9fab09d8d78ccd0708c8b78f23e06ebfeefab31e5b9a4e8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.\n\nPush-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","reason":"purpose: The project explicitly aims to catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production, directly strengthening capacity for sustainable production patterns.\nscope: The project targets East Africa, but the text does not explicitly identify beneficiaries as developing countries or institutions, nor does it specify that the capacity is directed to sustainable consumption.","checks":[{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production, directly strengthening capacity for sustainable production patterns.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets East Africa, but the text does not explicitly identify beneficiaries as developing countries or institutions, nor does it specify that the capacity is directed to sustainable consumption.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"2850cb138552e817d9fab09d8d78ccd0708c8b78f23e06ebfeefab31e5b9a4e8","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-26T19:16:45.016657+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-5871b288b14679de364ffd93"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-5871b288b14679de364ffd93","conditions":null,"description":"By harnessing the benefits of push-pull technology across scales and crops, the project will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:7da8447775971e71592466d4a0f7ed8ea4f9734d5a93f7be5007cde444531b57","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project aims to catalyze implementation of climate-smart food production, which is a research outcome, not a stated deliverable of a development partnership or mechanism required by SDG 17.\nscope: The project intends to catalyze implementation in East Africa and beyond, but lacks a defined implementation mechanism or specific beneficiaries, failing the scope condition for SDG 17.","checks":[{"evidence_ids":["s7"],"id":"purpose","missing_evidence":null,"reason":"The project aims to catalyze implementation of climate-smart food production, which is a research outcome, not a stated deliverable of a development partnership or mechanism required by SDG 17.","status":"not_met"},{"evidence_ids":["s7"],"id":"scope","missing_evidence":null,"reason":"The project intends to catalyze implementation in East Africa and beyond, but lacks a defined implementation mechanism or specific beneficiaries, failing the scope condition for SDG 17.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"7da8447775971e71592466d4a0f7ed8ea4f9734d5a93f7be5007cde444531b57","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T03:16:21.874044+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.7","name":"Promote the development, transfer, dissemination and diffusion of environmentally sound technologies to developing countries on favourable terms, including on concessional and preferential terms, as mutually agreed","uri":"http://data.europa.eu/sdg/17.7","state":"no_mapping","strength":"partial","assertionId":"mapping:71f01794320ada07e03de50e23d205983f8a1af2b106b7f79700ea7981e5171c","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nPush-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","reason":"purpose: The project explicitly aims to catalyse the design and widespread implementation of climate-smart, environmentally-friendly food production in East Africa, satisfying the technology transfer purpose.\nscope: While the target region (East Africa) is a developing country, the text provides no evidence of favourable, concessional, preferential, or mutually agreed access/transfer terms for the technology.","checks":[{"evidence_ids":["s7","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to catalyse the design and widespread implementation of climate-smart, environmentally-friendly food production in East Africa, satisfying the technology transfer purpose.","status":"supported"},{"evidence_ids":["s7","s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"While the target region (East Africa) is a developing country, the text provides no evidence of favourable, concessional, preferential, or mutually agreed access/transfer terms for the technology.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"71f01794320ada07e03de50e23d205983f8a1af2b106b7f79700ea7981e5171c","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"611ba5e5c1633cc516f4d58b0532e5122637239cfbb96b02a4927f1abd134eb7","recordedAt":"2026-09-26T19:16:45.020712+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-5871b288b14679de364ffd93"],"activity_refs":["a7"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]}},"check_units":{"purpose":["a7"],"scope":["a7"]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[{"activity_id":"act-5871b288b14679de364ffd93","conditions":null,"description":"By harnessing the benefits of push-pull technology across scales and crops, the project will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a7","role":"output","support_eligible":true}],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.3","name":"By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment","uri":"http://data.europa.eu/sdg/2.3","state":"no_mapping","strength":"partial","assertionId":"mapping:f6e025e70d8b09ffc4ffbf9c2d264e8de3d5a5ef0950b26336a7bb8388444787","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project focuses on scaling understanding, optimizing spatial expansion, and testing system impacts rather than explicitly aiming to improve productivity or incomes of small-scale producers.\nscope: Small-scale food producers are not explicitly identified as intended beneficiaries; the project targets general agricultural systems, farms, and landscapes without specifying smallholders.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on scaling understanding, optimizing spatial expansion, and testing system impacts rather than explicitly aiming to improve productivity or incomes of small-scale producers.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"Small-scale food producers are not explicitly identified as intended beneficiaries; the project targets general agricultural systems, farms, and landscapes without specifying smallholders.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"f6e025e70d8b09ffc4ffbf9c2d264e8de3d5a5ef0950b26336a7bb8388444787","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"09d0adef1f887fcbf59dfb3b7adeec0dd534139f97382f8f7c115d12b328f8c1","recordedAt":"2026-09-26T19:18:26.705604+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:7cfab18b021eb6ecf202e6d01978db3db895e6e518ad0437d1496bfb90be7da2","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.\n\nIn project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project focuses on agricultural sustainability and food security via push-pull technology, not energy access, supply, or efficiency.\nscope: The activity concerns crop cultivation and agricultural intensification, not energy sources, conversion, supply, storage, or end-use services.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on agricultural sustainability and food security via push-pull technology, not energy access, supply, or efficiency.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The activity concerns crop cultivation and agricultural intensification, not energy sources, conversion, supply, storage, or end-use services.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":154,"kind":"text","quote":"Push-pull technology is a major discovery with high potential to increase food security and agricultural sustainability in East African smallholder farms.","start":0,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"7cfab18b021eb6ecf202e6d01978db3db895e6e518ad0437d1496bfb90be7da2","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-28T03:16:21.877107+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a1","a2","a3","a4","a5","a6","a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"no_mapping","strength":"partial","assertionId":"mapping:194a8b26a0f45130c51f56b4cd4751ac47044c4c6bc8384ef658e8126d80d4b7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.\n\nBy determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.\n\nUsing novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.\n\nUPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.\n\nMoreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.\n\nBy harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","reason":"purpose: The project focuses on developing methods, models, and maps for spatial optimization, not building infrastructure or upgrading industrial processes. Research outputs do not qualify.\nscope: The project addresses agricultural sustainability and food security, not resilient infrastructure, industrial processes, or innovation capacity in the sectors defined by SDG 9.","checks":[{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing methods, models, and maps for spatial optimization, not building infrastructure or upgrading industrial processes. Research outputs do not qualify.","status":"not_met"},{"evidence_ids":["s2","s3","s4","s5","s6","s7"],"id":"scope","missing_evidence":null,"reason":"The project addresses agricultural sustainability and food security, not resilient infrastructure, industrial processes, or innovation capacity in the sectors defined by SDG 9.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":357,"kind":"text","quote":"In project UPSCALE, we aim to scale up understanding and applicability of push-pull from individual fields to farm, landscape and regional scales, and from cereal to other crops and cultivation systems.","start":155,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":570,"kind":"text","quote":"By determining the factors influencing push-pull success across scales, we will enable targeted implementation and prediction of push-pull effectiveness and resilience under current and future climate conditions.","start":358,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":821,"kind":"text","quote":"Using novel remote sensing methods combined with simulation and empirical approaches, we will develop functional, chemical and sociocultural maps combined with environmental factors for spatial optimization of push-pull expansion at different scales.","start":571,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1037,"kind":"text","quote":"UPSCALE will test to what extent push-pull systems impact surrounding fields, farms, landscapes and regions, identifying potential feedbacks, non-linearities and socio-economic or ecological thresholds for adoption.","start":822,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1299,"kind":"text","quote":"Moreover, UPSCALE will explore the options to expand the use of push-pull for sustainable intensification in crops and systems outside cereal in synergy with other tools, and further intensify the system through incorporation of nutritious and high value crops.","start":1038,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"},{"end":1527,"kind":"text","quote":"By harnessing the benefits of push-pull technology across scales and crops, UPSCALE will catalyse the design and widespread implementation of climate-smart and environmentally-friendly food production in East Africa and beyond.","start":1300,"text_hash":"93ae7088795f3ff1bc07ec0628459599d9c088270f78408f24d41ab8365878ef"}],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","originalAssertionId":"194a8b26a0f45130c51f56b4cd4751ac47044c4c6bc8384ef658e8126d80d4b7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T03:16:21.878486+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2","s3","s4","s5","s6","s7"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[],"sheet_cache_key":"59bc8bea24a08b31ff03d2541c143455ad154e8f032a40c40304d9dddd4cd0a9","sheet_sha256":"15862db38ecb8f1c8d3ae2f16b913a2a96b0d9789112d91de45f0a633513295b","sheet_version":"mesh-activity-sheet-v3","source_version":"fae18d35e9ec7c92f4b36fcb27b0a885b2521449970a1591341c41e1f84129f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"1.a","uri":"http://data.europa.eu/sdg/1.a","name":"Ensure significant mobilization of resources from a variety of sources, including through enhanced development cooperation, in order to provide adequate and predictable means for developing countries, in particular least developed countries, to implement programmes and policies to end poverty in all its dimensions","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"13","uri":"http://data.europa.eu/sdg/13","name":"Take urgent action to combat climate change and its impacts","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15","uri":"http://data.europa.eu/sdg/15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"2.a","uri":"http://data.europa.eu/sdg/2.a","name":"Increase investment, including through enhanced international cooperation, in rural infrastructure, agricultural research and extension services, technology development and plant and livestock gene banks in order to enhance agricultural productive capacity in developing countries, in particular least developed countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"7.b","uri":"http://data.europa.eu/sdg/7.b","name":"By 2030, expand infrastructure and upgrade technology for supplying modern and sustainable energy services for all in developing countries, in particular least developed countries, small island developing States and landlocked developing countries, in accordance with their respective programmes of support","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"9.a","uri":"http://data.europa.eu/sdg/9.a","name":"Facilitate sustainable and resilient infrastructure development in developing countries through enhanced financial, technological and technical support to African countries, least developed countries, landlocked developing countries and small island developing States","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"5075537e6ed185bcd62a6866b3062fbd2d3d52ab9bd760a4d780fcf61bfc938a","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"UPSCALE","title":"UPSCALING THE BENEFITS OF PUSH-PULL TECHNOLOGY FOR SUSTAINABLE AGRICULTURAL INTENSIFICATION IN EAST AFRICA","status":"SIGNED","startDate":"2020-11-01","endDate":"2026-04-30","ecSignatureDate":"2020-04-28","totalCost":7655597.5,"ecMaxContribution":7655597.5,"frameworkProgramme":"H2020","fundingScheme":"RIA","masterCall":"H2020-SFS-2018-2020","subCall":"H2020-SFS-2019-2","grantDoi":"10.3030/861998","keywords":["Push-pull technology","East Africa","Multiple scales","Yields","Dissemination","Novel push-pull crops"],"contentUpdateDate":"2026-03-03 21:58:52","topics":[{"code":"SFS-35-2019-2020","title":"Sustainable Intensification in Africa"}],"legalBasis":[{"code":"H2020-EU.3.2.1.1.","title":"Increasing production efficiency and coping with climate change, while ensuring sustainability and resilience","main":false},{"code":"H2020-EU.3.2.","title":"SOCIETAL CHALLENGES - Food security, sustainable agriculture and forestry, marine, maritime and inland water research, and the bioeconomy","main":true}],"euroSciVoc":[{"code":"/25/67/419","path":"engineering and technology/environmental engineering/remote sensing","title":"remote sensing"},{"code":"/21/33/117","path":"medical and health sciences/health sciences/nutrition","title":"nutrition"},{"code":"/27/81/30021/30833628/8144402","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/grains and oilseeds/cereals","title":"cereals"}],"policyPriorities":null,"organisations":[{"name":"JUSTUS-LIEBIG-UNIVERSITAET GIESSEN","shortName":"JLU","role":"coordinator","country":"DE","city":"GIESSEN","activityType":"HES","sme":false,"ecContribution":528100.0,"totalCost":528100.0,"geolocation":[50.58041055,8.67716752656234],"order":1},{"name":"THE INTERNATIONAL CENTRE OF INSECT PHYSIOLOGY AND ECOLOGY","shortName":"ICIPE","role":"participant","country":"KE","city":"Nairobi","activityType":"REC","sme":false,"ecContribution":1043160.0,"totalCost":1043160.0,"geolocation":[-1.2857857,36.8200253],"order":2},{"name":"BAYERISCHE FORSCHUNGSALLIANZ BAVARIAN RESEARCH ALLIANCE GMBH","shortName":"BayFOR","role":"participant","country":"DE","city":"MUNCHEN","activityType":"OTH","sme":false,"ecContribution":334944.5,"totalCost":334944.5,"geolocation":[48.14186035,11.5930569282365],"order":3},{"name":"EASTERN AFRICA FARMERS' FEDERATION SOCIETY","shortName":"EAFF","role":"participant","country":"KE","city":"Nairobi","activityType":"OTH","sme":false,"ecContribution":317000.0,"totalCost":317000.0,"geolocation":[-1.2832533,36.8172449],"order":4},{"name":"JOMO KENYATTA UNIVERSITY OF AGRICULTURE AND TECHNOLOGY","shortName":null,"role":"participant","country":"KE","city":"Nairobi","activityType":"HES","sme":false,"ecContribution":260921.25,"totalCost":260921.25,"geolocation":[-1.2697418,36.8386626],"order":5},{"name":"KENYA AGRICULTURAL AND LIVESTOCK RESEARCH ORGANISATION","shortName":"KARI","role":"participant","country":"KE","city":"Nairobi","activityType":"REC","sme":false,"ecContribution":332250.0,"totalCost":332250.0,"geolocation":[-1.2832533,36.8172449],"order":6},{"name":"MASENO UNIVERSITY","shortName":null,"role":"participant","country":"KE","city":"Kisumu","activityType":"HES","sme":false,"ecContribution":441825.0,"totalCost":441825.0,"geolocation":[-0.1029109,34.7541761],"order":7},{"name":"FH ASSOCIATION","shortName":null,"role":"participant","country":"CH","city":"Cointrin","activityType":"OTH","sme":false,"ecContribution":275733.75,"totalCost":275733.75,"geolocation":[46.22565,6.1058402],"order":8},{"name":"RWANDA AGRICULTURE AND ANIMAL RESOURCES DEVELOPMENT BOARD","shortName":"RAB","role":"participant","country":"RW","city":"Kigali","activityType":"PUB","sme":false,"ecContribution":65987.5,"totalCost":65987.5,"geolocation":[-1.94995,30.05885],"order":9},{"name":"INOSENS DOO NOVI SAD","shortName":"INOSENS DOO NOVI SAD","role":"participant","country":"RS","city":"Novi Sad","activityType":"PRC","sme":true,"ecContribution":250000.0,"totalCost":250000.0,"geolocation":[45.2551053,19.845081],"order":10},{"name":"UNIVERSITY OF KWAZULU-NATAL","shortName":null,"role":"participant","country":"ZA","city":"Westville","activityType":"HES","sme":false,"ecContribution":47081.64,"totalCost":47081.64,"geolocation":[-29.8244443,30.9386111],"order":11},{"name":"LUNDS UNIVERSITET","shortName":null,"role":"participant","country":"SE","city":"Lund","activityType":"HES","sme":false,"ecContribution":527161.61,"totalCost":527161.61,"geolocation":[55.706714868,13.193957985],"order":12},{"name":"SVERIGES LANTBRUKSUNIVERSITET","shortName":"SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES","role":"participant","country":"SE","city":"Uppsala","activityType":"HES","sme":false,"ecContribution":468551.88,"totalCost":468551.88,"geolocation":[59.815271585,17.66138086],"order":13},{"name":"UNIVERSITAT ZURICH","shortName":"UZH","role":"participant","country":"CH","city":"Zurich","activityType":"HES","sme":false,"ecContribution":403000.43,"totalCost":403000.43,"geolocation":[47.374784801,8.5483521822],"order":14},{"name":"TANZANIA AGRICULTURAL RESEARCH INSTITUTE","shortName":"TARI","role":"participant","country":"TZ","city":"DODOMA","activityType":"REC","sme":false,"ecContribution":241500.0,"totalCost":241500.0,"geolocation":[-6.175525,35.7471933],"order":15},{"name":"NATIONAL AGRICULTURAL RESEARCH ORGANISATION","shortName":"NATIONAL AGRICULTURAL RESEARCH ORGANISATION","role":"participant","country":"UG","city":"Entebbe","activityType":"PUB","sme":false,"ecContribution":467000.0,"totalCost":467000.0,"geolocation":[0.0582634,32.4748799],"order":16},{"name":"INSTITUTE FOR SUSTAINABLE DEVELOPMENT","shortName":"ISD","role":"participant","country":"ET","city":"Addis Ababa","activityType":"OTH","sme":false,"ecContribution":375538.0,"totalCost":375538.0,"geolocation":[9.0107934,38.7612525],"order":17},{"name":"JULIUS-MAXIMILIANS-UNIVERSITAT WURZBURG","shortName":"UNI WUERZBURG","role":"participant","country":"DE","city":"Wuerzburg","activityType":"HES","sme":false,"ecContribution":791154.11,"totalCost":791154.11,"geolocation":[49.788179016,9.9352350412],"order":18},{"name":"GOTTFRIED WILHELM LEIBNIZ UNIVERSITAET HANNOVER","shortName":"LUH","role":"participant","country":"DE","city":"Hannover","activityType":"HES","sme":false,"ecContribution":484687.83,"totalCost":484687.83,"geolocation":[52.382246997,9.7177669824],"order":19}],"topicDetails":[{"identifier":"SFS-35-2019-2020","title":"Sustainable Intensification in Africa","callIdentifier":"H2020-SFS-2018-2020","callTitle":"Sustainable Food Security","programme":"Horizon 2020 Framework Programme","programmeDivisions":["Food security, sustainable agriculture and forestry, marine and maritime and inland water research and the bioeconomy","Societal Challenges","EC Treaty","Sustainable agriculture and forestry","Increasing production efficiency and coping with climate change, while ensuring sustainability and resilience"],"typeOfAction":"RIA Research and Innovation action","typeOfMGA":[],"status":"Closed","openingDate":null,"deadlineDates":[null,null],"budget":{"budgetByYear":{"2020":12000000},"expectedGrants":null,"minContribution":null,"maxContribution":null,"deadlineModel":"two-stage"},"keywords":["Animal health","Agronomy","Agriculture related to animal husbandry, dairying,","Animal diagnostics","Tropical agriculture","Animal immunology","Viral pathogens of animals","Animal hygiene","Agriculture / Rural Development / Fisheries","Soil conservation","Agriculture related to crop production, soil biolo","Agriculture","Soil monitoring","Bacterial pathogens of animals","Soil erosion","Parasite pathogens of animals","Soil management","Plant cropping systems","Africa"],"description":"Specific Challenge:African and European agriculture share the common challenge of moving towards more sustainable ways of agricultural production. Both regions aim to ensure food production and reduce the environmental impact of agricultural activities in the face of climate change, more unpredictable water supply and increased degradation of (land) resources. Systems approaches are needed to optimise agricultural productivity as well as the delivery of ecosystem services.\nEnvironmental modifications such as climate change and globalisation are increasing the risk of infectious animal diseases emerging in new locations with greater frequency, and this is particularly relevant with vector borne diseases. These diseases have a major impact not only on livestock production and related economy but also on global food security and trade. Some of these emerging diseases also threaten human health (zoonoses). The African continent suffers from a number of vector-borne diseases, sometimes with heavy burden, although it is not always fully ascertained. A number of these diseases occur or do present a risk of introduction and spread also in Europe. The complex transmission cycles can make it difficult to assess risk and organise control. We need to get further knowledge on these diseases, not least on their vectors, in order to improve their control, and assess their potential spread all over Europe.\nScope:A. [2019]: African Farming Systems, sustainable intensification pathways (RIA)\nActivities shall seek to implement and test systems approaches for the sustainable intensification of primary production in Africa, taking into account its long term economic support to local communities. The proposed research should address the improvement of agricultural practices by tackling land and water management (including land degradation where appropriate) plant protection and pest control (including integrated pest management) and sustainable soil management (including its quality and nutrients uptake) for sustainable intensification. The importance of traditional agricultural practices like grazing methods, livestock, crops and legumes should be duly reflected. Emphasis should be given to farming systems that support restoration of land, increase land productivity and/or bring land back into production. Proper attention should be given to the importance of gender in African agricultural production.\nFor proper analysis, a range of different systems should be included (e.g. organic farming, agroecology, agroforestry). While presenting results the importance of scale of the analysis and its applicability should be taken into account. The analysed systems should include socio-economic aspects, analyse its resilience to climate change, farm income and where pertinent also cultural aspects of farming. Preference will be given to proposals focusing on specific regions of Africa.\nProposals fall under the concept of the ‘multi-actor approach’[1]. Proposals should include a task to cluster with other projects financed under the topic and with the cooperation platform established under SFS-33-2018.\nB.[2019]: Soil system for Africa (RIA)\nFor the implementation of the EU-Africa R&I Partnership on FNSSA a comparable and open database on agricultural soils information is needed. It is expected that a minimum of 20 000 sampling points will be sufficient to create a database with standard soil properties (a similar procedure to the one used for LUCAS[2] - European database - should be developed).\nThe soil samples will only be taken from the agricultural land and analysed by one laboratory for the: physical and chemical parameters. As a minimum the following parameters should be analysed: particle size (clay, silt and sand content), pH (acidity and alkalinity), organic carbon, carbonate content, phosphorus content, total nitrogen content and extractable potassium content. In addition an analysis of heavy metal content and other chemical residues in selected sub-samples might be proposed in order to assess the risk of soil contamination. Based on the analysed samples a set of indicators for monitoring of state of land soil, water and ecosystem should be proposed. Other physical, chemical and biological parameters for soil test might be proposed along with the specific indicators for which they will be used. The indicators should be developed as a part of the long-term implementation of FNSSA and its contribution to the SDGs discussion. Presentation of data should be provided in an open data and map viewer and should include four aspect pictures of where the soil sample was taken and should link with open earth data from e.g. the Copernicus programme and the project funded under H2020 topic SFS-43-2017[3]. It is expected that the open database will contain at least a minimum of 20 000 soil sample analysed by one laboratory. The final methodology should be developed in cooperation with and validated by the Joint Research Centre and the Global Soil Partnership – ITPS African members.\nProposals should include a task to cluster with other projects financed under the topic and with the cooperation platform established under SFS-33-2018.\nC.[2020]: Vector-borne diseases in Africa (RIA)\nThe proposals should aim to develop knowledge on selected vector-borne diseases affecting terrestrial livestock, whether they also affect humans or not. The proposals may address one or more diseases. Priority should be given to diseases with either a serious impact in Africa, or a risk of spread to Europe with significant consequences, or both. Activities should cover the ecology of the pathogens and vectors, and epidemiological features, including the risk of short and long distance transmission and the capacity for the disease to establish in and spread to new areas, with potentially features different from the original area. The burden of disease in animals (and humans if relevant), and the socio-economic impact should be further assessed as appro","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/SFS-35-2019-2020"}]}}
{"id":"243632","acronym":"EXAIRDEC","name":"Development of Novel Exhaust Air Decontamination Process and Equipment for Food Processing Industry’s Applications, based on Non-Thermal Plasma Discharge","offer":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios. It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others. This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry. Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","objective":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios. It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others. This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry. Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalSourceVersion":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","textHash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571","sourceUrl":"https://cordis.europa.eu/project/id/243632","country":"EE","participantCountries":["AT","EE","ES","FI","NL","SE","UK"],"programme":"FP7","status":"CLOSED","sourceUpdated":"2019-08-01 21:06:17","locations":[],"goal":9,"goalIds":[9,12],"rels":[{"code":"12","name":"Ensure sustainable consumption and production patterns","uri":"http://data.europa.eu/sdg/12","state":"supported","strength":"strong","assertionId":"mapping:4d6a8cae23a9065b58c65fa81b6b3da643cabaafe04a004ea1fea9e635715ec6","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.”","modality":"planned","hypothesis":null,"quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","reason":"purpose: The project develops a process to decontaminate waste air (pollution) from food processing, directly changing how a waste stream is managed in a named sector.\nscope: The affected practice is food preparation industry waste air management, which is identifiable and has no geographic restriction.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project develops a process to decontaminate waste air (pollution) from food processing, directly changing how a waste stream is managed in a named sector.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The affected practice is food preparation industry waste air management, which is identifiable and has no geographic restriction.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"4d6a8cae23a9065b58c65fa81b6b3da643cabaafe04a004ea1fea9e635715ec6","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e2e3ce80b837b315a15bdd0a85589d0a659989392ff1c6410cc5be03bcc60919","recordedAt":"2026-09-29T14:21:05.158945+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2139b8c6b1b897e738c459fe","activity_ref":"a2","claim_unit_candidates":["a2"],"end":360,"evidence_id":"s2","ownership":"current_project","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","quote_sha256":"9577609257b4400093b348ed81df257edab3c3ba48f599a8230af6546ac457d2","role":"activity","source_span_id":"67b85830ca159936d5c062749863c0a08c4909ecd8700c23f50c4d024cfd9700","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":126},"activityBinding":{"activity_ids":["act-2139b8c6b1b897e738c459fe"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a2"],"scope":["a2"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-2139b8c6b1b897e738c459fe","conditions":null,"description":"The project will effectively decontaminate waste air emitted during food preparing processes that contains organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"894bc71f360e40681a29da608f27d92c84ecb452857459d849d6ca014acae8c7","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.4","name":"By 2020, achieve the environmentally sound management of chemicals and all wastes throughout their life cycle, in accordance with agreed international frameworks, and significantly reduce their release to air, water and soil in order to minimize their adverse impacts on human health and the environment","uri":"http://data.europa.eu/sdg/12.4","state":"supported","strength":"strong","assertionId":"mapping:0cb5c37ca7ddf0111d78f339171f03d162715f06712b65e81e559e2b3e4a177c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.”","modality":"planned","hypothesis":null,"quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","reason":"purpose: The project explicitly aims to decontaminate waste air containing organic gaseous and aerosol contaminants, directly addressing the reduction of harmful releases to air.\nscope: The activity identifies the waste stream (contaminated air from food processing) and the specific pollutants, establishing the scope for environmentally sound management.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to decontaminate waste air containing organic gaseous and aerosol contaminants, directly addressing the reduction of harmful releases to air.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The activity identifies the waste stream (contaminated air from food processing) and the specific pollutants, establishing the scope for environmentally sound management.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"0cb5c37ca7ddf0111d78f339171f03d162715f06712b65e81e559e2b3e4a177c","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"0159f824956b9e300a74baab58a39a90f2b4d5a3a63a601e546cf5afaa0bdda2","recordedAt":"2026-09-29T14:21:05.160394+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2139b8c6b1b897e738c459fe","activity_ref":"a2","claim_unit_candidates":["a2"],"end":360,"evidence_id":"s2","ownership":"current_project","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","quote_sha256":"9577609257b4400093b348ed81df257edab3c3ba48f599a8230af6546ac457d2","role":"activity","source_span_id":"67b85830ca159936d5c062749863c0a08c4909ecd8700c23f50c4d024cfd9700","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":126},"activityBinding":{"activity_ids":["act-2139b8c6b1b897e738c459fe"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a2"],"scope":["a2"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-2139b8c6b1b897e738c459fe","conditions":null,"description":"The project will effectively decontaminate waste air emitted during food preparing processes that contains organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"894bc71f360e40681a29da608f27d92c84ecb452857459d849d6ca014acae8c7","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"waste_management","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard12-20260929","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"12.8","name":"By 2030, ensure that people everywhere have the relevant information and awareness for sustainable development and lifestyles in harmony with nature","uri":"http://data.europa.eu/sdg/12.8","state":"supported","strength":"strong","assertionId":"mapping:605a45c0688181c397bae5e6319da24038a5f5f1d270b6987757a648444bf589","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.”","modality":"planned","hypothesis":null,"quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","reason":"purpose: The project explicitly aims to provide routes for overcoming technical barriers to enable the utilisation of scientific achievements in practical situations, which constitutes providing information enabling sustainable development.\nscope: The intended audience is the wider European community and SME-AG members, and the content involves enabling the utilisation of scientific achievements, satisfying the scope criteria.","checks":[{"evidence_ids":["s4","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to provide routes for overcoming technical barriers to enable the utilisation of scientific achievements in practical situations, which constitutes providing information enabling sustainable development.","status":"supported"},{"evidence_ids":["s4","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The intended audience is the wider European community and SME-AG members, and the content involves enabling the utilisation of scientific achievements, satisfying the scope criteria.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"605a45c0688181c397bae5e6319da24038a5f5f1d270b6987757a648444bf589","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"e70d513bf692f67480272bb4628c60da0ea90abbf27c0805bd84a3829bf82d56","recordedAt":"2026-09-28T07:47:35.268292+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-6a0611d4df7d338f647e0572","activity_ref":"a4","claim_unit_candidates":["a4"],"end":851,"evidence_id":"s4","ownership":"current_project","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","quote_sha256":"bd0d640431d75f643949ec8930d173d608196597144ca5770196ee8dc8235343","role":"activity","source_span_id":"b5765742cd4f7081727819ea70a33afecc996277ed045e8316269e9cc2f84823","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":493},"activityBinding":{"activity_ids":["act-6a0611d4df7d338f647e0572"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":"a4 provides routes for overcoming technical barriers to enable the utilisation of scientific achievements in practical situations, which constitutes the mechanism for providing information/awareness.","selected_units":[{"activity_id":"act-6a0611d4df7d338f647e0572","conditions":null,"description":"The project will provide routes for overcoming current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing scientific achievements in practical situations.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:684b6991b11e20b346154f84f1a0a9f046ce5b67715ac21953a762cd38d91b81","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.”","modality":"planned","hypothesis":null,"quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","reason":"purpose: The project explicitly develops a decontamination process and equipment for the food processing industry, bringing a technology into use in an identified sector.\nscope: The project addresses the industrial process of food preparation by developing a specific technology (exhaust air decontamination) for that sector.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a decontamination process and equipment for the food processing industry, bringing a technology into use in an identified sector.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The project addresses the industrial process of food preparation by developing a specific technology (exhaust air decontamination) for that sector.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"684b6991b11e20b346154f84f1a0a9f046ce5b67715ac21953a762cd38d91b81","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"134e27d7b3c423001f4ffa02f11e04f0e3d78a5b199867c1fa4a4fa0e579f2e5","recordedAt":"2026-09-28T13:02:33.848516+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-2139b8c6b1b897e738c459fe","activity_ref":"a2","claim_unit_candidates":["a2"],"end":360,"evidence_id":"s2","ownership":"current_project","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","quote_sha256":"9577609257b4400093b348ed81df257edab3c3ba48f599a8230af6546ac457d2","role":"activity","source_span_id":"67b85830ca159936d5c062749863c0a08c4909ecd8700c23f50c4d024cfd9700","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":126},"activityBinding":{"activity_ids":["act-2139b8c6b1b897e738c459fe"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a2"],"scope":["a2"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-2139b8c6b1b897e738c459fe","conditions":null,"description":"The project will effectively decontaminate waste air emitted during food preparing processes that contains organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"894bc71f360e40681a29da608f27d92c84ecb452857459d849d6ca014acae8c7","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"industrial_development","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"supported","strength":"strong","assertionId":"mapping:08bae4fcf7fdfd6f19c7b10b08e21585db0f8b8a3dea3fe22073a17d0a03e520","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.”","modality":"planned","hypothesis":null,"quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nThis will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","reason":"purpose: Project provides routes for overcoming technical barriers to enable utilization of scientific achievements in practical situations, increasing sector capacity.\nscope: Project targets the food processing industry, a named industrial sector, providing technological capabilities to overcome existing barriers.","checks":[{"evidence_ids":["s4","s1","s2","s3"],"id":"purpose","missing_evidence":null,"reason":"Project provides routes for overcoming technical barriers to enable utilization of scientific achievements in practical situations, increasing sector capacity.","status":"supported"},{"evidence_ids":["s4","s1","s2","s3"],"id":"scope","missing_evidence":null,"reason":"Project targets the food processing industry, a named industrial sector, providing technological capabilities to overcome existing barriers.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":492,"kind":"text","quote":"This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","start":361,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"08bae4fcf7fdfd6f19c7b10b08e21585db0f8b8a3dea3fe22073a17d0a03e520","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T13:02:33.849317+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-d84c3f04b807b4967360f96a","activity_ref":"a4","claim_unit_candidates":["a4"],"end":851,"evidence_id":"s4","ownership":"current_project","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","quote_sha256":"bd0d640431d75f643949ec8930d173d608196597144ca5770196ee8dc8235343","role":"dissemination","source_span_id":"b5765742cd4f7081727819ea70a33afecc996277ed045e8316269e9cc2f84823","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":493},"activityBinding":{"activity_ids":["act-d84c3f04b807b4967360f96a"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-d84c3f04b807b4967360f96a","conditions":null,"description":"The research and development undertaken within the project will provide SME-AG members and the wider European community with routes for overcoming current existing technical barriers.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"dissemination","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"894bc71f360e40681a29da608f27d92c84ecb452857459d849d6ca014acae8c7","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":true},{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:ab37bc773df1da1ec7b91d3954de5ce870c8eeffd79dd5196c486a69e80a3520","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nOur research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nThis will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","reason":"purpose: The project targets food processing industry air purification, not cities or human settlements. No activity makes settlements more inclusive, safe, resilient, or sustainable.\nscope: The intervention applies to the food processing industry, not a city, settlement, or urban-system. The setting is industrial, not urban.","checks":[{"evidence_ids":["s1","s2","s4"],"id":"purpose","missing_evidence":null,"reason":"The project targets food processing industry air purification, not cities or human settlements. No activity makes settlements more inclusive, safe, resilient, or sustainable.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The intervention applies to the food processing industry, not a city, settlement, or urban-system. The setting is industrial, not urban.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":492,"kind":"text","quote":"This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","start":361,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"ab37bc773df1da1ec7b91d3954de5ce870c8eeffd79dd5196c486a69e80a3520","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-28T07:45:54.740577+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:cf2856b77841780e9ffc7ee94be28f70eca67787d66c5da88cb93811d5da7520","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","reason":"purpose: The project explicitly aims to decontaminate waste air containing organic gaseous and aerosol contaminants, directly addressing air pollution reduction.\nscope: The activity targets the food processing industry, not cities or urban systems, failing the requirement for an urban environmental burden.","checks":[{"evidence_ids":["s2","s1"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to decontaminate waste air containing organic gaseous and aerosol contaminants, directly addressing air pollution reduction.","status":"supported"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The activity targets the food processing industry, not cities or urban systems, failing the requirement for an urban environmental burden.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"cf2856b77841780e9ffc7ee94be28f70eca67787d66c5da88cb93811d5da7520","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T07:47:35.265486+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-2139b8c6b1b897e738c459fe"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":["a2"],"scope":["a2"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-2139b8c6b1b897e738c459fe","conditions":null,"description":"The project will effectively decontaminate waste air emitted during food preparing processes that contains organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"12.a","name":"Support developing countries to strengthen their scientific and technological capacity to move towards more sustainable patterns of consumption and production","uri":"http://data.europa.eu/sdg/12.a","state":"no_mapping","strength":"partial","assertionId":"mapping:9c0f2f8659e2c9e674125868e65fc200ff86a34b579c35ea3c027bf4ef130e02","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nExairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","reason":"purpose: The project explicitly aims to strengthen scientific and technological capacity by providing routes to overcome technical barriers and implement scientific achievements in practical situations, directly addressing the capacity-building condition.\nscope: The project targets the food processing industry in general, not specifically developing countries or their institutions, failing the required beneficiary scope condition for SDG 12.a.","checks":[{"evidence_ids":["s4","s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to strengthen scientific and technological capacity by providing routes to overcome technical barriers and implement scientific achievements in practical situations, directly addressing the capacity-building condition.","status":"supported"},{"evidence_ids":["s4","s1","s2"],"id":"scope","missing_evidence":null,"reason":"The project targets the food processing industry in general, not specifically developing countries or their institutions, failing the required beneficiary scope condition for SDG 12.a.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"9c0f2f8659e2c9e674125868e65fc200ff86a34b579c35ea3c027bf4ef130e02","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"64aaaa54baea006021ddbb9744b8b236887fe730855effba9fefa17ac49fbf9c","recordedAt":"2026-09-28T07:49:00.886314+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-6a0611d4df7d338f647e0572"],"activity_refs":["a4"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s4"],"context_evidence_ids":["s1","s2"]}},"check_units":{"purpose":["a4"],"scope":["a4"]},"code_owned_checks":[],"model_selected_units":["a4"],"pathway":null,"selected_units":[{"activity_id":"act-6a0611d4df7d338f647e0572","conditions":null,"description":"The project will provide routes for overcoming current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing scientific achievements in practical situations.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a4","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:3fa5eec72dda27ef65cef53219b146fde446b382149465b04b39af5a94d307dc","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","reason":"purpose: The project aims to decontaminate air in food processing, not to reduce hunger, improve nutrition, or promote sustainable agriculture. No pathway links air cleaning to food security outcomes.\nscope: The activity concerns waste air from food preparing processes, which directly relates to the food system and food safety, satisfying the scope condition.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project aims to decontaminate air in food processing, not to reduce hunger, improve nutrition, or promote sustainable agriculture. No pathway links air cleaning to food security outcomes.","status":"not_met"},{"evidence_ids":["s2","s1"],"id":"scope","missing_evidence":null,"reason":"The activity concerns waste air from food preparing processes, which directly relates to the food system and food safety, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"3fa5eec72dda27ef65cef53219b146fde446b382149465b04b39af5a94d307dc","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-28T07:49:00.890683+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-2139b8c6b1b897e738c459fe"],"activity_refs":["a2"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":["s2"],"context_evidence_ids":["s1"]}},"check_units":{"purpose":[],"scope":["a2"]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[{"activity_id":"act-2139b8c6b1b897e738c459fe","conditions":null,"description":"The project will effectively decontaminate waste air emitted during food preparing processes that contains organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.3","name":"By 2030, double the agricultural productivity and incomes of small-scale food producers, in particular women, indigenous peoples, family farmers, pastoralists and fishers, including through secure and equal access to land, other productive resources and inputs, knowledge, financial services, markets and opportunities for value addition and non-farm employment","uri":"http://data.europa.eu/sdg/2.3","state":"no_mapping","strength":"partial","assertionId":"mapping:cb3944c4a8a34ed01303a0ce0c8957d9b59900d44680843ca84535e7301ffcd9","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nOur research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nThis will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","reason":"purpose: The project aims to decontaminate air in food processing, not to improve agricultural productivity or incomes of small-scale food producers.\nscope: The project targets the food processing industry, not small-scale food producers, who are the required beneficiaries for SDG 2.3.","checks":[{"evidence_ids":["s1","s2","s4"],"id":"purpose","missing_evidence":null,"reason":"The project aims to decontaminate air in food processing, not to improve agricultural productivity or incomes of small-scale food producers.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The project targets the food processing industry, not small-scale food producers, who are the required beneficiaries for SDG 2.3.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":492,"kind":"text","quote":"This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","start":361,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"cb3944c4a8a34ed01303a0ce0c8957d9b59900d44680843ca84535e7301ffcd9","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"09d0adef1f887fcbf59dfb3b7adeec0dd534139f97382f8f7c115d12b328f8c1","recordedAt":"2026-09-28T07:49:00.892221+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-62d7cafd84e2fb6d51d92094"],"activity_refs":["a1"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s2","s4"]},"scope":{"activity_evidence_ids":["s1"],"context_evidence_ids":["s2","s3","s4"]}},"check_units":{"purpose":["a1"],"scope":["a1"]},"code_owned_checks":[],"model_selected_units":["a1"],"pathway":null,"selected_units":[{"activity_id":"act-62d7cafd84e2fb6d51d92094","conditions":null,"description":"The Exairdec project will develop an innovative contaminated air purification solution for the food preparing industry.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a1","role":"activity","support_eligible":true}],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:f60c4b13d66b8e480f12dac17bad9be59b0bab8fbf53c9c1cd9f06151cee57ac","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.\n\nOur research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.\n\nThis will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","reason":"purpose: The project develops air purification for food processing, not sustainable food production systems or resilient agricultural practices.\nscope: The contribution targets food processing waste air, not food production or agricultural practice, failing the required scope.","checks":[{"evidence_ids":["s1","s2","s4"],"id":"purpose","missing_evidence":null,"reason":"The project develops air purification for food processing, not sustainable food production systems or resilient agricultural practices.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4"],"id":"scope","missing_evidence":null,"reason":"The contribution targets food processing waste air, not food production or agricultural practice, failing the required scope.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":851,"kind":"text","quote":"Our research and development undertaken within this project will provide our SME-AG members as well as the wider European community with the routes for overcoming the current existing technical barriers in the course of enabling the utilisation of latest auspicious scientific affordances and implementing teh scientific achievemebts in parctical situations.","start":493,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":492,"kind":"text","quote":"This will result in the elimination of a number of problems currently present in the everyday procatice of food preparing industry.","start":361,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"f60c4b13d66b8e480f12dac17bad9be59b0bab8fbf53c9c1cd9f06151cee57ac","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-28T07:49:00.894789+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s4"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"26b0e62aedc36d47fe4c53470328208b0ea83e9e4059a3af9d40463c73ec9faf","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v36-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:0e1d1f889690d32da60fb6f3c19858ded5753a45957e8945a20874c3deffdcc1","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.\n\nIt will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","reason":"purpose: The project targets air pollution (hazardous chemicals) but does not explicitly investigate or act on a pathway to reducing human illness or death, which is required by the SDG 3.9 condition.\nscope: While the source connects air pollution to the food industry, it fails to link the exposure to human health or explain how the work addresses human harm, violating the scope condition.","checks":[{"evidence_ids":["s1","s2"],"id":"purpose","missing_evidence":null,"reason":"The project targets air pollution (hazardous chemicals) but does not explicitly investigate or act on a pathway to reducing human illness or death, which is required by the SDG 3.9 condition.","status":"not_met"},{"evidence_ids":["s2"],"id":"scope","missing_evidence":null,"reason":"While the source connects air pollution to the food industry, it fails to link the exposure to human health or explain how the work addresses human harm, violating the scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":125,"kind":"text","quote":"Exairdec project will develop an innovative contaminated air purification solution for food preparing industry´s applicatios.","start":0,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"},{"end":360,"kind":"text","quote":"It will effectively deconatminate the waste air emitted during the different food preparing processes that contains a variety of organic gaseous and aerosol contaminants, volatile organic compounds and particulate matter among others.","start":126,"text_hash":"7a277dfb1c1527cfd41087995461b79ce8587eae4dbbe8271add6e51bd0b9571"}],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","originalAssertionId":"0e1d1f889690d32da60fb6f3c19858ded5753a45957e8945a20874c3deffdcc1","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T23:41:52.144719+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a2"],"pathway":null,"selected_units":[],"sheet_cache_key":"e76643aced290d6570314b45c7b258b4ec64f3a15749210dc2a2e132b9b6320b","sheet_sha256":"ecdd8dddabbb4f5a48604172b92dad1f7528447f4e9dc65fcfc3e1c766080a2b","sheet_version":"mesh-activity-sheet-v3","source_version":"7cb46a25e550c324f470f1a1aeb5b79e92482d2ca0988064766673937ab1f859","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:goal_nomination","navigationEligible":false},{"code":"2.c","uri":"http://data.europa.eu/sdg/2.c","name":"Adopt measures to ensure the proper functioning of food commodity markets and their derivatives and facilitate timely access to market information, including on food reserves, in order to help limit extreme food price volatility","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"3","uri":"http://data.europa.eu/sdg/3","name":"Ensure healthy lives and promote well-being for all at all ages","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"51562b182c1d150e83b1712fe5fd0dd1e91e34b56381ac110cd105c6a0307148","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"EXAIRDEC","title":"Development of Novel Exhaust Air Decontamination Process and Equipment for Food Processing Industry’s Applications, based on Non-Thermal Plasma Discharge","status":"CLOSED","startDate":"2010-02-01","endDate":"2012-10-31","ecSignatureDate":"","totalCost":1932224.0,"ecMaxContribution":1504471.0,"frameworkProgramme":"FP7","fundingScheme":"BSG-SME-AG","masterCall":"","subCall":"FP7-SME-2008-2","grantDoi":null,"keywords":[],"contentUpdateDate":"2019-08-01 21:06:17","topics":[{"code":"SME-2","title":"Research for SME associations"}],"legalBasis":[{"code":"FP7-SME","title":"Specific Programme Capacities\": Research for the benefit of SMEs\"","main":false}],"euroSciVoc":[{"code":"/23/53/363/1093","path":"/natural sciences/chemical sciences/organic chemistry/volatile organic compounds","title":"volatile organic compounds"}],"policyPriorities":null,"organisations":[{"name":"Eesti Kütte- ja Ventilatsiooniinseneride Ühendus","shortName":"EKVÜ","role":"coordinator","country":"EE","city":"Tallinn","activityType":"OTH","sme":false,"ecContribution":312405.22,"totalCost":null,"geolocation":null,"order":1},{"name":"STICHTING EFFOST","shortName":"EFFoST","role":"participant","country":"NL","city":"Wageningen","activityType":"REC","sme":false,"ecContribution":279784.88,"totalCost":null,"geolocation":[51.97488,5.64981],"order":2},{"name":"ISEKI-FOOD - EUROPAISCHE GESELLSCHAFT FUR DIE INTEGRATION DER LEBENSMITTELWISSINSCHAFT UND -TECHNOLGIE IN DIE LEBENSMITTELVERSORGUNGSKETTE","shortName":"IFA","role":"participant","country":"AT","city":"Wien","activityType":"OTH","sme":false,"ecContribution":61852.99,"totalCost":null,"geolocation":[48.2083537,16.3725042],"order":3},{"name":"OSAUHING KINEMA","shortName":"Kinema","role":"participant","country":"EE","city":"AAVIKU","activityType":"PRC","sme":false,"ecContribution":169650.19,"totalCost":null,"geolocation":null,"order":4},{"name":"SETTON OU","shortName":"Setton","role":"participant","country":"EE","city":"TALLINN","activityType":"PRC","sme":false,"ecContribution":163788.36,"totalCost":null,"geolocation":null,"order":5},{"name":"SCIENTIFIC LAB GLASS I LUND AB","shortName":"LabGlass","role":"participant","country":"SE","city":"LOBEROD","activityType":"PRC","sme":false,"ecContribution":142185.83,"totalCost":null,"geolocation":null,"order":6},{"name":"HITECSA AIRE ACONDICIONADO SLU","shortName":"Hitecsa","role":"participant","country":"ES","city":"BARCELONA","activityType":"PRC","sme":false,"ecContribution":141067.85,"totalCost":null,"geolocation":null,"order":7},{"name":"INSINOORITOIMISTO AX-LVI OY","shortName":"AXL","role":"participant","country":"FI","city":"TAMPERE","activityType":"PRC","sme":false,"ecContribution":174190.13,"totalCost":null,"geolocation":null,"order":8},{"name":"OSAUHING EESTI INNOVATSIOONI INSTITUUT","shortName":"EII","role":"participant","country":"EE","city":"TALLINN","activityType":"PRC","sme":false,"ecContribution":18340.04,"totalCost":null,"geolocation":null,"order":9},{"name":"NPL MANAGEMENT LIMITED","shortName":null,"role":"participant","country":"UK","city":"Middlesex","activityType":"PRC","sme":false,"ecContribution":41205.51,"totalCost":null,"geolocation":[51.5256425,-0.462526974255308],"order":10}],"topicDetails":[]}}
{"id":"101112754","acronym":"MRV4SOC","name":"Monitoring, Reporting and Verification of Soil Organic Carbon and Greenhouse Gas Balance","offer":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming. The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets. To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets. MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting. MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders. The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","objective":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming. The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets. To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets. MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting. MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders. The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalSourceVersion":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","textHash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485","sourceUrl":"https://cordis.europa.eu/project/id/101112754","country":"ES","participantCountries":["BE","CZ","DE","EL","ES","FR","IL","IT","NL","NO"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2026-06-17 15:58:32","locations":[],"goal":13,"goalIds":[13],"rels":[{"code":"13","name":"Take urgent action to combat climate change and its impacts","uri":"http://data.europa.eu/sdg/13","state":"supported","strength":"strong","assertionId":"mapping:fd74a4b0ea447fadd7b23c55bc47387dd4f834ac2433c0dc6100024e9018548c","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.”","modality":"planned","hypothesis":null,"quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","reason":"purpose: The project explicitly develops solutions for climate change scenarios, constituting a stated mitigation/adaptation pathway.\nscope: Climate change is a substantive object of the activity as the project develops solutions for climate change scenarios.","checks":[{"evidence_ids":["s5","s2"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops solutions for climate change scenarios, constituting a stated mitigation/adaptation pathway.","status":"supported"},{"evidence_ids":["s5","s2"],"id":"scope","missing_evidence":null,"reason":"Climate change is a substantive object of the activity as the project develops solutions for climate change scenarios.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"fd74a4b0ea447fadd7b23c55bc47387dd4f834ac2433c0dc6100024e9018548c","methodVersion":"mesh-semantic-contract-2.4.3","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4e2baa687aa4dbbecc07c0079bb62dc661738fa2a219dda7a41f0b26f1062484","recordedAt":"2026-09-26T03:33:45.534206+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.3","claimBasis":{"activity_id":"act-5712eced2120af8a5b16882e","activity_ref":"a11","claim_unit_candidates":["a11","a12"],"end":1818,"evidence_id":"s5","ownership":"current_project","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","quote_sha256":"050b694c6ecd99fa75ed7f3a3a22fe7f9502df7aa6ffb897b418c8a24fc4aba1","role":"activity","source_span_id":"7890e80538c477991c380275cf72af3321efd261aab5dc856735ce2481622da2","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":1567},"activityBinding":{"activity_ids":["act-5712eced2120af8a5b16882e","act-78d305c992bf6399a1a4ab96"],"activity_refs":["a11","a12"],"binding_version":"mesh-activity-binding-v3","check_evidence":{"purpose":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":["s5"],"context_evidence_ids":["s2"]}},"check_units":{"purpose":["a11","a12"],"scope":["a11","a12"]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":null,"selected_units":[{"activity_id":"act-5712eced2120af8a5b16882e","conditions":null,"description":"The project will develop solutions applicable for different spatio-temporal scales and climate change scenarios in collaboration with local stakeholders.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-78d305c992bf6399a1a4ab96","conditions":null,"description":"The project will produce solutions applicable for different spatio-temporal scales and climate change scenarios validated for a wide variety of ecosystems.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true}],"sheet_cache_key":"a718a6ec7ade80c84ee1d15c47c6333b84c223c0d5cb81ea251c7d10cab7ff5d","sheet_sha256":"e9aad67a53b0badb17733b842c91722abeb12abc920edbf6cd7b44181a35aa71","sheet_version":"mesh-activity-sheet-v2","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v3-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","uri":"http://data.europa.eu/sdg/15","state":"insufficient_evidence","strength":"partial","assertionId":"mapping:06f8eafde30b528492404b26c48bf8cbaf377249aa28c1167a06561d8a1c63b0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.\n\nMRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nTo overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: The project aims to establish reliable C farming credits within an MRV framework, which constitutes a concrete planned contribution to sustainable use of terrestrial ecosystems.\nscope: Code: purpose and scope rest on different activities and no pathway links them. The project assesses C pools in land use/land cover classes and develops solutions for diverse ecosystems, directly addressing terrestrial ecosystems and land.","checks":[{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to establish reliable C farming credits within an MRV framework, which constitutes a concrete planned contribution to sustainable use of terrestrial ecosystems.","status":"supported"},{"evidence_ids":["s4","s5","s1","s2","s3"],"id":"scope","missing_evidence":"Code: purpose and scope rest on different activities and no pathway links them. The project assesses C pools in land use/land cover classes and develops solutions for diverse ecosystems, directly addressing terrestrial ecosystems and land.","reason":"Code: purpose and scope rest on different activities and no pathway links them. The project assesses C pools in land use/land cover classes and develops solutions for diverse ecosystems, directly addressing terrestrial ecosystems and land.","status":"unknown"}],"missingEvidence":[{"criterion_id":"scope","needed":"Code: purpose and scope rest on different activities and no pathway links them. The project assesses C pools in land use/land cover classes and develops solutions for diverse ecosystems, directly addressing terrestrial ecosystems and land."}],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1076,"kind":"text","quote":"To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","start":908,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"06f8eafde30b528492404b26c48bf8cbaf377249aa28c1167a06561d8a1c63b0","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"10e6d1cf1b2da96bc704f21e246ed523988f1fb5dff0623c536664bd57441abc","recordedAt":"2026-09-27T20:24:30.766509+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-932ef1fc0b5896ce559c37a2","act-4d860bca446540f7e09b96c9","act-5712eced2120af8a5b16882e","act-78d305c992bf6399a1a4ab96","act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s4","s5"],"context_evidence_ids":["s1","s2","s3"]}},"check_units":{"purpose":["a13"],"scope":["a9","a10","a11","a12"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-932ef1fc0b5896ce559c37a2","conditions":null,"description":"The project will assess C pools in 9 land use/land cover classes located in 14 Demonstration Sites.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-4d860bca446540f7e09b96c9","conditions":null,"description":"The project will assess C pools including above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-5712eced2120af8a5b16882e","conditions":null,"description":"The project will develop solutions applicable for different spatio-temporal scales and climate change scenarios in collaboration with local stakeholders.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-78d305c992bf6399a1a4ab96","conditions":null,"description":"The project will produce solutions applicable for different spatio-temporal scales and climate change scenarios validated for a wide variety of ecosystems.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true},{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["unknown_evidence_id_dropped","scope_unknown_different_activities_without_pathway","evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:88c397498bc42c4f2f338c80cbcf0801da9b946539907d1e1f681d2ccd1958ec","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.\n\nMRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nTo overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: The project focuses on Soil Organic Carbon and terrestrial GHG budgets, not oceans or marine resources. The proposed C farming credits are for terrestrial soil carbon, not marine conservation.\nscope: The project targets terrestrial ecosystems (soil, biomass, wood products) and does not involve marine or oceanic resources, failing the mandatory marine scope condition.","checks":[{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on Soil Organic Carbon and terrestrial GHG budgets, not oceans or marine resources. The proposed C farming credits are for terrestrial soil carbon, not marine conservation.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The project targets terrestrial ecosystems (soil, biomass, wood products) and does not involve marine or oceanic resources, failing the mandatory marine scope condition.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1076,"kind":"text","quote":"To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","start":908,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"88c397498bc42c4f2f338c80cbcf0801da9b946539907d1e1f681d2ccd1958ec","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-26T23:38:26.721178+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a13"],"scope":["a13"]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"15.9","name":"By 2020, integrate ecosystem and biodiversity values into national and local planning, development processes, poverty reduction strategies and accounts","uri":"http://data.europa.eu/sdg/15.9","state":"no_mapping","strength":"partial","assertionId":"mapping:e3c13659af8615669d8a18ada8a14430f5da3fa4949c5751e3c6c1034aefdae6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","reason":"purpose: The project focuses on developing a Tier 3 methodology for carbon accounting, not integrating ecosystem or biodiversity values into planning or poverty reduction strategies.\nscope: The project targets C farming credits and GHG reporting, lacking an identifiable national or local planning, policy, or accounting process for integration.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on developing a Tier 3 methodology for carbon accounting, not integrating ecosystem or biodiversity values into planning or poverty reduction strategies.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The project targets C farming credits and GHG reporting, lacking an identifiable national or local planning, policy, or accounting process for integration.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"e3c13659af8615669d8a18ada8a14430f5da3fa4949c5751e3c6c1034aefdae6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1d24249da39363784b018ed8b741263ae280644c24736b8abb57e86b129ebd46","recordedAt":"2026-09-26T23:38:26.722642+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:d97be0a9924f21b0cbf5e2123e875a9e713fe17464f10c30400e08dd5ab46bfe","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","reason":"purpose: The project aims to standardize MRV schemes for carbon farming, not to build a development partnership or mobilize resources for a stated development outcome outside its own research.\nscope: The project focuses on developing a technical methodology and standardizing MRV schemes, lacking a defined institutional mechanism or specific beneficiaries to enable the goal.","checks":[{"evidence_ids":["s2"],"id":"purpose","missing_evidence":null,"reason":"The project aims to standardize MRV schemes for carbon farming, not to build a development partnership or mobilize resources for a stated development outcome outside its own research.","status":"not_met"},{"evidence_ids":["s2"],"id":"scope","missing_evidence":null,"reason":"The project focuses on developing a technical methodology and standardizing MRV schemes, lacking a defined institutional mechanism or specific beneficiaries to enable the goal.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"d97be0a9924f21b0cbf5e2123e875a9e713fe17464f10c30400e08dd5ab46bfe","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f8e91581b2aa4ddf03ed70a48a01e98c0b7c0daaeda43ecac035ba88ec04b43","recordedAt":"2026-09-28T10:00:37.026158+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s2"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s2"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"3a479785e8cfcfdcece7fa8c5fece944b98bf31752aa1036d55e1c493f995d21","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false},{"code":"2","name":"End hunger, achieve food security and improved nutrition and promote sustainable agriculture","uri":"http://data.europa.eu/sdg/2","state":"no_mapping","strength":"partial","assertionId":"mapping:6a82741cf9f2875e7f6c1c5877c9a268c88ce5f9627dc6e3e3a6bfae8310c651","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.\n\nMRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nTo overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: The project aims to develop an MRV framework for Soil Organic Carbon and GHG balance, not to reduce hunger or improve food security directly.\nscope: The contribution concerns carbon accounting and climate change mitigation, not people's food or nutrition needs or sustainable agriculture systems.","checks":[{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop an MRV framework for Soil Organic Carbon and GHG balance, not to reduce hunger or improve food security directly.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The contribution concerns carbon accounting and climate change mitigation, not people's food or nutrition needs or sustainable agriculture systems.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1076,"kind":"text","quote":"To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","start":908,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"6a82741cf9f2875e7f6c1c5877c9a268c88ce5f9627dc6e3e3a6bfae8310c651","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"7b5f925f6125394365aa7fddf519e9dccbe142496efd27e36d8a52581c79027b","recordedAt":"2026-09-26T23:45:15.367021+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a13"],"scope":["a13"]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"2.4","name":"By 2030, ensure sustainable food production systems and implement resilient agricultural practices that increase productivity and production, that help maintain ecosystems, that strengthen capacity for adaptation to climate change, extreme weather, drought, flooding and other disasters and that progressively improve land and soil quality","uri":"http://data.europa.eu/sdg/2.4","state":"no_mapping","strength":"partial","assertionId":"mapping:4cceedd2ad5a52cbb3d145905866edbaa82bb87b4c4bf2a8e879690c78eae1b6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.\n\nMRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: The project focuses on soil carbon and greenhouse gas balance, not food production systems or agricultural practices. The 'C farming' mentioned is a carbon credit mechanism, not a food production system.\nscope: The contribution is to carbon markets and soil carbon accounting, not situated in food production or agricultural practice. The link to food production is absent.","checks":[{"evidence_ids":["s6","s1","s2","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on soil carbon and greenhouse gas balance, not food production systems or agricultural practices. The 'C farming' mentioned is a carbon credit mechanism, not a food production system.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s4","s5"],"id":"scope","missing_evidence":null,"reason":"The contribution is to carbon markets and soil carbon accounting, not situated in food production or agricultural practice. The link to food production is absent.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"4cceedd2ad5a52cbb3d145905866edbaa82bb87b4c4bf2a8e879690c78eae1b6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b3802bdf3e9d0f77b8d281e2482e03bb0749e5e49a76f6be7d46454da2925266","recordedAt":"2026-09-26T23:47:05.401831+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s4","s5"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s4","s5"]}},"check_units":{"purpose":["a13"],"scope":["a13"]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6","name":"Ensure availability and sustainable management of water and sanitation for all","uri":"http://data.europa.eu/sdg/6","state":"no_mapping","strength":"partial","assertionId":"mapping:ebf52139d5c8a868de6bf55e4b1b44b738b7f1ddb94510cd7388f7bfde717c74","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.\n\nMRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nTo overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: Project focuses on Soil Organic Carbon and GHG balance, not water or sanitation systems. C farming credits are carbon assets, not water resources.\nscope: Project targets carbon cycles and soil carbon, not water availability, quality, or sanitation. No water-related ecosystem or resource pathway is addressed.","checks":[{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"purpose","missing_evidence":null,"reason":"Project focuses on Soil Organic Carbon and GHG balance, not water or sanitation systems. C farming credits are carbon assets, not water resources.","status":"not_met"},{"evidence_ids":["s6","s1","s2","s3","s4","s5"],"id":"scope","missing_evidence":null,"reason":"Project targets carbon cycles and soil carbon, not water availability, quality, or sanitation. No water-related ecosystem or resource pathway is addressed.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1076,"kind":"text","quote":"To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","start":908,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"ebf52139d5c8a868de6bf55e4b1b44b738b7f1ddb94510cd7388f7bfde717c74","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"b4d2a8d5f05467e3f053f888fb028143acac0fbf719a4cc5cc3bfb7072eadbd7","recordedAt":"2026-09-26T23:47:05.404825+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]},"scope":{"activity_evidence_ids":["s6"],"context_evidence_ids":["s1","s2","s3","s4","s5"]}},"check_units":{"purpose":["a13"],"scope":["a13"]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"6.6","name":"By 2020, protect and restore water-related ecosystems, including mountains, forests, wetlands, rivers, aquifers and lakes","uri":"http://data.europa.eu/sdg/6.6","state":"no_mapping","strength":"partial","assertionId":"mapping:783dd717b3797e71e60713bd6a67f58b54a7ed245112391f513ba99c3926e54f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.\n\nThe main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.\n\nTo overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.\n\nMRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.\n\nMRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.\n\nThe proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","reason":"purpose: The project focuses on Soil Organic Carbon and GHG balance in terrestrial ecosystems, not water-related ones. No stated pathway to protect or restore water-related ecosystems exists.\nscope: The project targets terrestrial carbon pools (soil, biomass, wood) and does not explicitly address water-related ecosystems like wetlands, rivers, or aquifers.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on Soil Organic Carbon and GHG balance in terrestrial ecosystems, not water-related ones. No stated pathway to protect or restore water-related ecosystems exists.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project targets terrestrial carbon pools (soil, biomass, wood) and does not explicitly address water-related ecosystems like wetlands, rivers, or aquifers.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":325,"kind":"text","quote":"MRV4SOC aims at designing a comprehensive, robust, and cost-effective Tier 3 approach, accounting for changes in as many C pools as possible, to estimate GHG and full C budgets, coupling C and N cycles, quantify Soil Organic Carbon (SOC) accumulation, and assess the results of traditional management practices and C farming.","start":0,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":907,"kind":"text","quote":"The main challenges addressed in MRV4SOC are: i) monitoring changes in SOC accumulation due to climate change and socio-economic pressures; ii) accounting for C and N cycles in full C budgets; iii) development of scientifically-sound, standard, and transparent Tier 3 methodology at different scales, iv) implementation of high-quality in-situ and RS data for testing methods and scale-up purposes; iv) standardisation of Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness; and v) a lack of trust in Voluntary Carbon Markets.","start":326,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1076,"kind":"text","quote":"To overcome these challenges, MRV4SOC will develop 6 specific objectives, which will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","start":908,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1566,"kind":"text","quote":"MRV4SOC proposes a comprehensive 3-year work plan that ranges from the assessment of C pools in 9 land use/ land cover classes located in 14 Demonstration Sites (DS); to the potential integration of the approacMRV4SOC aims at designing a comprehensive and robust Tier 3 approach accounting for changes in as many C pools as possible (above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products) fully aligned with national GHG reporting.","start":1077,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"},{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"783dd717b3797e71e60713bd6a67f58b54a7ed245112391f513ba99c3926e54f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"4dcda222c164fa66f014305360ef4faaa4a3fada9e68d4cc7674841d1a81e47f","recordedAt":"2026-09-26T23:47:05.406804+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-31b44f54d33ac0da224386b2","act-54861c7f041692c84cfc32e7","act-afcc3d36d7dd67b355a15be7","act-ea946425c7fe56c218abe035","act-4355297be87b3b9b3e74d591","act-7460294323f3fc07117d4a25","act-fd0b6810dd8a55293e74acae","act-48c7e83ab7e28b26ec6bff66","act-932ef1fc0b5896ce559c37a2","act-4d860bca446540f7e09b96c9","act-5712eced2120af8a5b16882e","act-78d305c992bf6399a1a4ab96","act-3f22ef0b17f71c1cacd8a508"],"activity_refs":["a1","a2","a3","a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s1","s2","s3","s4","s5","s6"],"context_evidence_ids":[]},"scope":{"activity_evidence_ids":["s1","s2","s3","s4","s5","s6"],"context_evidence_ids":[]}},"check_units":{"purpose":["a1","a2","a3","a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"],"scope":["a1","a2","a3","a4","a5","a6","a7","a8","a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[{"activity_id":"act-31b44f54d33ac0da224386b2","conditions":null,"description":"The project addresses the need to estimate GHG and full C budgets by coupling C and N cycles and quantifying Soil Organic Carbon accumulation.","evidence_ids":["s1"],"modality":"not_applicable","ownership":"not_project_work","ref":"a1","role":"background","support_eligible":false},{"activity_id":"act-54861c7f041692c84cfc32e7","conditions":null,"description":"The project will design a comprehensive, robust, and cost-effective Tier 3 approach to estimate GHG and full C budgets by coupling C and N cycles.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a2","role":"activity","support_eligible":true},{"activity_id":"act-afcc3d36d7dd67b355a15be7","conditions":null,"description":"The project will produce a comprehensive, robust, and cost-effective Tier 3 approach accounting for changes in as many C pools as possible.","evidence_ids":["s1"],"modality":"planned","ownership":"current_project","ref":"a3","role":"output","support_eligible":true},{"activity_id":"act-ea946425c7fe56c218abe035","conditions":null,"description":"The project addresses challenges including monitoring SOC changes due to climate and socio-economic pressures, accounting for C and N cycles, and a lack of trust in Voluntary Carbon Markets.","evidence_ids":["s2"],"modality":"not_applicable","ownership":"not_project_work","ref":"a4","role":"background","support_eligible":false},{"activity_id":"act-4355297be87b3b9b3e74d591","conditions":null,"description":"The project will develop a scientifically-sound, standard, and transparent Tier 3 methodology at different scales.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a5","role":"activity","support_eligible":true},{"activity_id":"act-7460294323f3fc07117d4a25","conditions":null,"description":"The project will implement high-quality in-situ and RS data for testing methods and scale-up purposes.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a6","role":"activity","support_eligible":true},{"activity_id":"act-fd0b6810dd8a55293e74acae","conditions":null,"description":"The project will standardise Monitoring, Reporting, and Verification schemes to ensure transparency, robustness, and cost-effectiveness.","evidence_ids":["s2"],"modality":"planned","ownership":"current_project","ref":"a7","role":"activity","support_eligible":true},{"activity_id":"act-48c7e83ab7e28b26ec6bff66","conditions":null,"description":"The project will develop 6 specific objectives that will be measurable, verifiable, and monitored through KPIs pointing at specific targets.","evidence_ids":["s3"],"modality":"planned","ownership":"current_project","ref":"a8","role":"activity","support_eligible":true},{"activity_id":"act-932ef1fc0b5896ce559c37a2","conditions":null,"description":"The project will assess C pools in 9 land use/land cover classes located in 14 Demonstration Sites.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-4d860bca446540f7e09b96c9","conditions":null,"description":"The project will assess C pools including above-ground biomass, below ground-biomass, litter, dead wood, soil organic carbon, and harvested wood products.","evidence_ids":["s4"],"modality":"planned","ownership":"current_project","ref":"a10","role":"activity","support_eligible":true},{"activity_id":"act-5712eced2120af8a5b16882e","conditions":null,"description":"The project will develop solutions applicable for different spatio-temporal scales and climate change scenarios in collaboration with local stakeholders.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-78d305c992bf6399a1a4ab96","conditions":null,"description":"The project will produce solutions applicable for different spatio-temporal scales and climate change scenarios validated for a wide variety of ecosystems.","evidence_ids":["s5"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true},{"activity_id":"act-3f22ef0b17f71c1cacd8a508","conditions":null,"description":"The project will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification methodological framework.","evidence_ids":["s6"],"modality":"planned","ownership":"current_project","ref":"a13","role":"output","support_eligible":true}],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["evidence_outside_model_selected_units"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7","name":"Ensure access to affordable, reliable, sustainable and modern energy for all","uri":"http://data.europa.eu/sdg/7","state":"no_mapping","strength":"partial","assertionId":"mapping:721c92d3c00cd9aa4a659f4943a451b5585234088ff0bbe93899886cb8ef885b","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","reason":"purpose: The project aims to develop MRV schemes for Soil Organic Carbon and C farming credits, not to advance energy access, reliability, sustainability, or efficiency.\nscope: The activity concerns carbon accounting and verification for agriculture, not an energy source, conversion, supply, storage, or end-use service.","checks":[{"evidence_ids":["s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to develop MRV schemes for Soil Organic Carbon and C farming credits, not to advance energy access, reliability, sustainability, or efficiency.","status":"not_met"},{"evidence_ids":["s6"],"id":"scope","missing_evidence":null,"reason":"The activity concerns carbon accounting and verification for agriculture, not an energy source, conversion, supply, storage, or end-use service.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1999,"kind":"text","quote":"The proposed approach will help establish reliable and transparent C farming credits within a cost-effective monitoring, reporting, and verification (MRV) methodological framework.","start":1819,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"721c92d3c00cd9aa4a659f4943a451b5585234088ff0bbe93899886cb8ef885b","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ff8d05e94e75468661805f2cd87dd855c6ef8be6c67fbbdfab9d0807965f66a6","recordedAt":"2026-09-26T23:47:05.408271+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"7.a","name":"By 2030, enhance international cooperation to facilitate access to clean energy research and technology, including renewable energy, energy efficiency and advanced and cleaner fossil-fuel technology, and promote investment in energy infrastructure and clean energy technology","uri":"http://data.europa.eu/sdg/7.a","state":"no_mapping","strength":"partial","assertionId":"mapping:4fc0c623f183581a579e95941cb5daa9250fb1620b43bc4798fa534c63547d6f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","reason":"purpose: The project focuses on soil carbon and carbon farming, not clean energy research or technology access or investment promotion.\nscope: The collaboration is with local stakeholders for soil carbon solutions, lacking a cross-border mechanism or clean energy subject.","checks":[{"evidence_ids":["s5"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on soil carbon and carbon farming, not clean energy research or technology access or investment promotion.","status":"not_met"},{"evidence_ids":["s5"],"id":"scope","missing_evidence":null,"reason":"The collaboration is with local stakeholders for soil carbon solutions, lacking a cross-border mechanism or clean energy subject.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1818,"kind":"text","quote":"MRV4SOC seeks to develop solutions applicable for different spatio- temporal scales and climate change scenarios and validated for a wide variety of ecosystems in arid, temperate, and continental climate zones in collaboration with local stakeholders.","start":1567,"text_hash":"e87658f9d115a30d6c313c296edb4d5e118f60d110755259be89a5396ed7d485"}],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","originalAssertionId":"4fc0c623f183581a579e95941cb5daa9250fb1620b43bc4798fa534c63547d6f","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"9f041e908e2a158b2f7b24d9566af8f3c5726603cac6c68e02e006ce82df397e","recordedAt":"2026-09-26T23:49:02.382832+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11"],"pathway":"collaboration","selected_units":[],"sheet_cache_key":"a7e3259d05666bd2f4f84cb82127d02aef8974af2164306e0c60a197e5c22830","sheet_sha256":"9afc595e6bd9ca64c98246bb744b66b5fc5a4fa93164e158efd6ee6fbc67e32e","sheet_version":"mesh-activity-sheet-v3","source_version":"c4a6cb7ae042b7802b60fdd9a92509f6f62bb7602195dbb460e3735c9cbeb433","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"13.a","uri":"http://data.europa.eu/sdg/13.a","name":"Implement the commitment undertaken by developed-country parties to the United Nations Framework Convention on Climate Change to a goal of mobilizing jointly $100 billion annually by 2020 from all sources to address the needs of developing countries in the context of meaningful mitigation actions and transparency on implementation and fully operationalize the Green Climate Fund through its capitalization as soon as possible","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.5","uri":"http://data.europa.eu/sdg/14.5","name":"By 2020, conserve at least 10 per cent of coastal and marine areas, consistent with national and international law and based on the best available scientific information","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.1","uri":"http://data.europa.eu/sdg/15.1","name":"By 2020, ensure the conservation, restoration and sustainable use of terrestrial and inland freshwater ecosystems and their services, in particular forests, wetlands, mountains and drylands, in line with obligations under international agreements","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15.4","uri":"http://data.europa.eu/sdg/15.4","name":"By 2030, ensure the conservation of mountain ecosystems, including their biodiversity, in order to enhance their capacity to provide benefits that are essential for sustainable development","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"17.19","uri":"http://data.europa.eu/sdg/17.19","name":"By 2030, build on existing initiatives to develop measurements of progress on sustainable development that complement gross domestic product, and support statistical capacity-building in developing countries","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"done/pending","quote":"","checks":[],"evidence":[],"sourceVersion":"51994742fa73b4118451fcc415d9ce1953c7211f7d393c06175c2896a3e9c64c","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"MRV4SOC","title":"Monitoring, Reporting and Verification of Soil Organic Carbon and Greenhouse Gas Balance","status":"SIGNED","startDate":"2023-06-01","endDate":"2026-11-30","ecSignatureDate":"2023-05-25","totalCost":6999964.1,"ecMaxContribution":6999964.1,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-RIA","masterCall":"HORIZON-MISS-2022-SOIL-01","subCall":"HORIZON-MISS-2022-SOIL-01","grantDoi":"10.3030/101112754","keywords":["Soil MRV","SOC","Carbon farming","Carbon removals verification","Standardise Tier-3 methodologies","Carbon markets","Carbon farming social economic impact","Soil living labs Innovative technologies for SOC a"],"contentUpdateDate":"2026-06-17 15:58:32","topics":[{"code":"HORIZON-MISS-2022-SOIL-01-05","title":"Monitoring, reporting and verification of soil carbon and greenhouse gases balance"}],"legalBasis":[{"code":"HORIZON.2.2","title":"Culture, creativity and inclusive society","main":false},{"code":"HORIZON.2.4","title":"Digital, Industry and Space","main":false},{"code":"HORIZON.2.3","title":"Civil Security for Society","main":false},{"code":"HORIZON.2.6","title":"Food, Bioeconomy Natural Resources, Agriculture and Environment","main":true}],"euroSciVoc":[{"code":"/23/47/299","path":"natural sciences/computer and information sciences/data science","title":"data science"},{"code":"/23/49/335/1013","path":"natural sciences/biological sciences/ecology/landscape ecology","title":"landscape ecology"},{"code":"/27/81/30021/1279","path":"agricultural sciences/agriculture, forestry, and fisheries/agriculture/sustainable agriculture","title":"sustainable agriculture"},{"code":"/23/47/307/30031","path":"natural sciences/computer and information sciences/software/software development","title":"software development"},{"code":"/23/47/297/933","path":"natural sciences/computer and information sciences/artificial intelligence/machine learning","title":"machine learning"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":0.0,"ai":40.0,"climate":100.0,"biodiversity":0.0},"organisations":[{"name":"GMV AEROSPACE AND DEFENCE SA","shortName":"GMV","role":"coordinator","country":"ES","city":"Tres Cantos","activityType":"PRC","sme":false,"ecContribution":758311.25,"totalCost":758311.25,"geolocation":[40.6065826,-3.7065332],"order":1},{"name":"UNIVERSITE CATHOLIQUE DE LOUVAIN","shortName":"UCLouvain","role":"participant","country":"BE","city":"LOUVAIN LA NEUVE","activityType":"HES","sme":false,"ecContribution":644856.25,"totalCost":644856.25,"geolocation":[50.84773,4.35718],"order":2},{"name":"ARISTOTELIO PANEPISTIMIO THESSALONIKIS","shortName":"ARISTOTLE UNIVERSITY OF THESSALONIKI","role":"participant","country":"EL","city":"THESSALONIKI","activityType":"HES","sme":false,"ecContribution":344231.25,"totalCost":344231.25,"geolocation":[40.6326131,22.9660896],"order":3},{"name":"TEL AVIV UNIVERSITY","shortName":"TAU","role":"participant","country":"IL","city":"Tel Aviv","activityType":"HES","sme":false,"ecContribution":222795.0,"totalCost":222795.0,"geolocation":[32.105314,34.797002],"order":4},{"name":"CESKA ZEMEDELSKA UNIVERZITA V PRAZE","shortName":"CZECH UNIVERSITY OF LIFE SCIENCES PRAGUE","role":"participant","country":"CZ","city":"Praha - Suchdol","activityType":"HES","sme":false,"ecContribution":193920.0,"totalCost":193920.0,"geolocation":[50.130030369,14.373817972],"order":5},{"name":"STICHTING INTERNATIONAL SOIL REFERENCE AND INFORMATION CENTRE","shortName":null,"role":"participant","country":"NL","city":"Wageningen","activityType":"REC","sme":false,"ecContribution":179192.5,"totalCost":179192.5,"geolocation":[51.9685817,5.66829806182796],"order":6},{"name":"ENTE REGIONALE PER I SERVIZI ALL' AGRICULTURA E ALLE FORESTE","shortName":null,"role":"thirdParty","country":"IT","city":"Milano","activityType":"REC","sme":false,"ecContribution":0.0,"totalCost":0.0,"geolocation":[45.5627583,9.027193003200328],"order":7},{"name":"CONSIGLIO PER LA RICERCA IN AGRICOLTURA E L'ANALISI DELL'ECONOMIA AGRARIA","shortName":"CREA","role":"participant","country":"IT","city":"ROMA","activityType":"REC","sme":false,"ecContribution":498750.0,"totalCost":498750.0,"geolocation":[41.90085,12.49035],"order":7},{"name":"UNIVERSITEIT ANTWERPEN","shortName":"UANTWERPEN","role":"participant","country":"BE","city":"Antwerpen","activityType":"HES","sme":false,"ecContribution":210025.35,"totalCost":210025.35,"geolocation":[51.223165701,4.4107072355],"order":8},{"name":"DEUTSCHES ZENTRUM FUR LUFT - UND RAUMFAHRT EV","shortName":"DLR","role":"participant","country":"DE","city":"KOLN","activityType":"REC","sme":false,"ecContribution":360442.5,"totalCost":360442.5,"geolocation":[52.5177,13.38949],"order":9},{"name":"CENTRE NATIONAL DE LA RECHERCHE SCIENTIFIQUE CNRS","shortName":"CNRS","role":"participant","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":566728.75,"totalCost":566728.75,"geolocation":[48.85341,2.3488],"order":10},{"name":"AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS","shortName":"CSIC","role":"participant","country":"ES","city":"Madrid","activityType":"REC","sme":false,"ecContribution":357721.25,"totalCost":357721.25,"geolocation":[40.4165,-3.70256],"order":11},{"name":"FONDAZIONE ICONS","shortName":"ICONS","role":"participant","country":"IT","city":"Lodi","activityType":"OTH","sme":false,"ecContribution":351606.25,"totalCost":351606.25,"geolocation":[45.314046003,9.5028008379],"order":12},{"name":"SOIL CAPITAL BELGIUM","shortName":"SOIL CAPITAL","role":"participant","country":"BE","city":"OTTIGNIES-LOUVAIN-LA-NEUVE","activityType":"PRC","sme":true,"ecContribution":275442.5,"totalCost":275442.5,"geolocation":[50.659704539,4.6170199032],"order":13},{"name":"EVENOR TECH SL","shortName":"Evenor Tech","role":"participant","country":"ES","city":"Sevilla","activityType":"PRC","sme":true,"ecContribution":265918.75,"totalCost":265918.75,"geolocation":[41.1140499,1.2466773],"order":14},{"name":"CONOSCENZA E INNOVAZIONE SOCIETA ARESPONSABILITA LIMITATA SEMPLIFICATA","shortName":"K&I srls","role":"participant","country":"IT","city":"Roma","activityType":"PRC","sme":true,"ecContribution":312937.5,"totalCost":312937.5,"geolocation":[41.927203411,12.4623848],"order":15},{"name":"UNIVERSIDAD DE VIGO","shortName":"UVIGO","role":"participant","country":"ES","city":"VIGO PONTEVEDRA","activityType":"HES","sme":false,"ecContribution":140255.0,"totalCost":140255.0,"geolocation":[40.41985,-3.70161],"order":16},{"name":"NIBIO - NORSK INSTITUTT FOR BIOOKONOMI","shortName":"NIBIO","role":"participant","country":"NO","city":"Aas","activityType":"REC","sme":false,"ecContribution":494670.0,"totalCost":494670.0,"geolocation":[59.666295703,10.774175874],"order":17},{"name":"UNIVERSITE DE LIEGE","shortName":"ULIEGE","role":"participant","country":"BE","city":"LIEGE","activityType":"HES","sme":false,"ecContribution":256067.5,"totalCost":256067.5,"geolocation":[50.84773,4.35718],"order":18},{"name":"GFZ HELMHOLTZ-ZENTRUM FUR GEOFORSCHUNG","shortName":"GFZ","role":"participant","country":"DE","city":"POTSDAM","activityType":"REC","sme":false,"ecContribution":159192.5,"totalCost":159192.5,"geolocation":[52.380893856,13.064934836],"order":19},{"name":"UNIVERSITAET GREIFSWALD","shortName":"UG","role":"participant","country":"DE","city":"Greifswald","activityType":"HES","sme":false,"ecContribution":406900.0,"totalCost":406900.0,"geolocation":[54.0949622,13.3746178],"order":20}],"topicDetails":[{"identifier":"HORIZON-MISS-2022-SOIL-01-05","title":"Monitoring, reporting and verification of soil carbon and greenhouse gases balance","callIdentifier":"HORIZON-MISS-2022-SOIL-01","callTitle":"Research and Innovation actions to support the implementation of the Soil health and Food Mission","programme":"Horizon Europe Framework Programme (HORIZON)","programmeDivisions":["Civil Security for Society","Culture, creativity and inclusive society","Food, Bioeconomy Natural Resources, Agriculture and Environment","Global Challenges and European Industrial Competitiveness","Digital, Industry and Space"],"typeOfAction":"HORIZON-RIA HORIZON  Research and Innovation Actions","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":null,"deadlineDates":[null],"budget":{"budgetByYear":{"2022":14000000},"expectedGrants":2,"minContribution":7000000,"maxContribution":7000000,"deadlineModel":"single-stage"},"keywords":["Education, general (including training, pedagogy,","Library science","Other agricultural sciences","Disruptive innovation","Social innovation","New business opportunities","Business model innovation","Biological sciences","Social sciences and humanities","Information science (social aspects)","Market-creating innovation","Service innovation","Demand driven innovation","Environmental sciences (social aspects)","Valorisation and capacity building","Smart Specialisation strategies","Specific business types (mutual, cooperatives, fam","Knowledge transfer","Business strategies","Global and transnational governance, international","Social issues","Environmental biotechnology","Environmental engineering","Public sector innovation","Technological innovation","Economics and Business","Business models","Social Innovation","Start-up companies","Collective Awareness Platforms","Earth and related environmental sciences","Digital Agenda","Societal Engagement","Incremental innovation","Media and socio-cultural communication","Organizational innovation","Open innovation","Other social sciences","Corporate Social responsibility","Entrepreneurship education","Sustainable innovation","Cultural and economic geography"],"description":"ExpectedOutcome:This topic supports the implementation of key actions of the European Commission Communication on sustainable carbon cycles and carbon farming[1] and the upcoming regulatory framework on carbon removals certification[2].\nProject results should contribute to all of the following outcomes:\n• The relationships between carbon flux dynamics of typical carbon farming practices and its driving factors (ecophysiology of ecosystems) as well as the impact of climate change on soil organic carbon (and as a consequence on soil fertility and food production) are better understood.\n• The development of standards to track payment systems for carbon farming and, of methods to consider the maintenance of carbon already stored in soils in carbon farming schemes is enhanced.\n• Reduced administrative and financial burden associated with carbon farming management practices.\n• Increased stakeholder faith and robustness of standards in voluntary (or other) carbon markets, leading to increased potential for revenue opportunities.\nScope:The success of carbon farming in Europe will be judged on the quantity and longevity of the sequestration of carbon in plants and soils (by enhancing carbon capture and/or reducing the release of carbon to the atmosphere). To upscale carbon farming successfully, and to establish long-term business perspectives, it will be essential to standardise methodologies and rules for monitoring, reporting and verifying (MRV) the gains or losses in the carbon sequestered. Currently, private schemes apply very different benchmarks and rules to the carbon credits placed on the voluntary markets. Without a high degree of transparency, environmental integrity, and methodology standardisation buyers will be hesitant about the quality of the offered carbon farming credits. Furthermore, land managers will find it difficult to estimate their potential revenues and policy makers will be reluctant to allow the use of such credits for compliance in the regulatory framework. In consequence, it will be challenging to develop a successful market.\nCarbon accumulation and storage in soil and biomass is the result of the interaction of several biotic and abiotic factors. The development and use of biogeochemical models permits a better scientific understanding of soil response to specific or alternative management decisions, together with the impact of climatic variations.\nIt would be important to carry out complete balances of greenhouse gases (GHG), not only CO2, to verify that the increase in carbon storage or the decrease in CO2 emissions are not offset by an increase in emissions of other GHG (N2O for example). Interdependence of biogeochemical cycles should be considered, at minimum the coupling of C and N cycles.\nProposals should address various (as many as possible) types of the following land cover or land uses, particularly agricultural lands, in the EU and Associated Countries: agricultural croplands (both conventional and organic), grasslands and pasture land (both intensive, organic and semi-natural/low inputs rangelands), agroforestry and regenerative managed land, and paludiculture; forest lands (including afforested and deforested land); historical (drained, exploited) peatlands; managed wetlands; peri-urban areas subject to conversion.\nProposals should therefore look to a range (as wide as possible) of climatic/biogeographical regions in the EU and Associated Countries. Proposals should favour a landscape approach to their framing and analysis. In addition, proposals should address the largest geographical area possible.\nProposed activities should:\n• Refine and develop procedures for, and execute, direct on-field measurements and estimation of carbon and GHG accumulation and fluxes exchange in soil and biomass, reflecting the specificities of the different ecosystems, climates and land uses. Special attention should be drawn to the integration of existing databases, the application of digital technologies (including Artificial Intelligence) and the combination of remote sensing with in-situ monitoring. Links to the EU Soil Observatory (by incorporating the data from on-field measurements), the LUCAS Soil module and the European-wide Integrated Carbon Observation System (ICOS) GHG standardised data[3] should be considered.\n• Develop (biogeochemical) process models[4] incorporating new and diverse data streams (e.g. on nutrient cycles, from earth observation systems, drones and precision agriculture) to provide higher temporal and spatial resolution on the biological, chemical and physical drivers of fluxes, accumulation and storage of soil organic carbon and matter.\n• At a landscape level, assess the effect of, and the soil’s capacity for, the implementation of different carbon-capture practices on land (e.g. subsoil carbon storage). Results should be geographically explicit (at sub-landscape, e.g. farm holding level), for example, on (short-term) carbon accumulation, as well as on its vulnerability related to natural and human disturbances, for the landscape object (land use or land cover) subject to the research work.\n• Develop, standardise and demonstrate methodologies and rules for cost-effective monitoring, reporting and verifying the gains or losses in carbon sequestered in soil and through carbon farming at sub-landscape (e.g., farm holding level). Indicators should include soil carbon stability and permanence considerations.\n• Assess the economic and social impacts of carbon farming on the local (landscape level) rural economy. Identify effective means for ensuring access to financial support (incl. small-scale and remote farmers, gender considerations, etc.). Provide information on which management options are economically viable and have optimal potential for soil organic carbon formation. Results could lead to decision-supporting tools for policy makers and land managers, to support participative policy design and impact for carbon accumulation as well as to better","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MISS-2022-SOIL-01-05"}]}}
{"id":"101109576","acronym":"EpiNeuron","name":"Tracing human cortical neurons involved in epileptic processes at multiple scales","offer":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide. This brain disorder is characterised by hypersynchronous neural activity resulting in seizures. Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness. Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events. Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models. However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease. I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients. I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology. This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery). This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment. Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","objective":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide. This brain disorder is characterised by hypersynchronous neural activity resulting in seizures. Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness. Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events. Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models. However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease. I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients. I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology. This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery). This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment. Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalSourceVersion":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","textHash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78","sourceUrl":"https://cordis.europa.eu/project/id/101109576","country":"FR","participantCountries":["FR"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2023-07-11 16:00:22","locations":[],"goal":3,"goalIds":[3,9],"rels":[{"code":"3","name":"Ensure healthy lives and promote well-being for all at all ages","uri":"http://data.europa.eu/sdg/3","state":"supported","strength":"strong","assertionId":"mapping:9ebb57989eb5dff71325e1799586e010c62ef64d6fb0f1e83633ed33077d1ca8","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.”","modality":"planned","hypothesis":null,"quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).\n\nThis innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEpilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.\n\nThis brain disorder is characterised by hypersynchronous neural activity resulting in seizures.\n\nAbnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.\n\nEpilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.\n\nMost information regarding the properties of neuronal circuits during epileptic activity comes from animal models.\n\nHowever, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","reason":"purpose: Project explicitly aims to study human neurons in epileptic patients to understand disease mechanisms, directly contributing to human health via a stated medical application.\nscope: Work focuses on human epileptic patients without geographic restriction, satisfying the explicit intended outcome condition for healthy lives.","checks":[{"evidence_ids":["s7","s8","s9","s10","s1","s2","s3","s4","s5","s6","s11"],"id":"purpose","missing_evidence":null,"reason":"Project explicitly aims to study human neurons in epileptic patients to understand disease mechanisms, directly contributing to human health via a stated medical application.","status":"supported"},{"evidence_ids":["s7","s8","s9","s10","s1","s2","s3","s4","s5","s6","s11"],"id":"scope","missing_evidence":null,"reason":"Work focuses on human epileptic patients without geographic restriction, satisfying the explicit intended outcome condition for healthy lives.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":114,"kind":"text","quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.","start":0,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":210,"kind":"text","quote":"This brain disorder is characterised by hypersynchronous neural activity resulting in seizures.","start":115,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":300,"kind":"text","quote":"Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.","start":211,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":584,"kind":"text","quote":"Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.","start":301,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":699,"kind":"text","quote":"Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models.","start":585,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":829,"kind":"text","quote":"However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.","start":700,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"9ebb57989eb5dff71325e1799586e010c62ef64d6fb0f1e83633ed33077d1ca8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"cf23d949dd5afd493485d2cdbdfd68f9b9ae03642044e90faa49933aea0756cd","recordedAt":"2026-09-27T20:24:30.771836+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":{"activity_id":"act-f0d9d430d55b8ad2cfa89649","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1018,"evidence_id":"s7","ownership":"current_project","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","quote_sha256":"f55a448181c3b32f9b89bb89134b1eb908dc145f91e8b6413f922cad20ad72bd","role":"activity","source_span_id":"735e2c31d47a8a672dfc35fb5ef7e42202af22680067e26e657260fba21a7397","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":830},"activityBinding":{"activity_ids":["act-f0d9d430d55b8ad2cfa89649","act-3c84605f4b5199e737dd308d","act-6544d289ca0c9fa55c422521","act-7d7a07d4b9a595069659dc7e","act-712224457502cce1e219ed64"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8","s9","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s11"]},"scope":{"activity_evidence_ids":["s7","s8","s9","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s11"]}},"check_units":{"purpose":["a9","a10","a11","a12","a13"],"scope":["a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11","a12","a13"],"pathway":null,"selected_units":[{"activity_id":"act-f0d9d430d55b8ad2cfa89649","conditions":null,"description":"The project aims to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-3c84605f4b5199e737dd308d","conditions":null,"description":"The project plans to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-6544d289ca0c9fa55c422521","conditions":null,"description":"This study will examine neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-7d7a07d4b9a595069659dc7e","conditions":null,"description":"The innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true},{"activity_id":"act-712224457502cce1e219ed64","conditions":null,"description":"The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"b72df408ea2844f633e459a6c576743afb8295d2c8fbadc6d1587ccfb0e4fe37","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context","ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":true},{"code":"9","name":"Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation","uri":"http://data.europa.eu/sdg/9","state":"supported","strength":"strong","assertionId":"mapping:72261b031197dde15c1a622ee0dcf36f52ebb4c8b299fa9d981837805bf3ddc9","revision":1,"reviewStatus":"unreviewed","claim":"Project source excerpt (planned): “I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.”","modality":"planned","hypothesis":null,"quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nEpilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.\n\nThis brain disorder is characterised by hypersynchronous neural activity resulting in seizures.\n\nAbnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.\n\nEpilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.\n\nMost information regarding the properties of neuronal circuits during epileptic activity comes from animal models.\n\nHowever, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).\n\nThis innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","reason":"purpose: The project explicitly develops a multilevel approach to categorize neurons and study cellular mechanisms, constituting a stated pathway to research-capacity innovation.\nscope: The project addresses the research capacity to characterize human cortical neurons, identifying the specific biological system and methodological tools as the scope.","checks":[{"evidence_ids":["s7","s8","s1","s2","s3","s4","s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly develops a multilevel approach to categorize neurons and study cellular mechanisms, constituting a stated pathway to research-capacity innovation.","status":"supported"},{"evidence_ids":["s7","s8","s9","s1","s2","s3","s4","s5","s6","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project addresses the research capacity to characterize human cortical neurons, identifying the specific biological system and methodological tools as the scope.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":114,"kind":"text","quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.","start":0,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":210,"kind":"text","quote":"This brain disorder is characterised by hypersynchronous neural activity resulting in seizures.","start":115,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":300,"kind":"text","quote":"Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.","start":211,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":584,"kind":"text","quote":"Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.","start":301,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":699,"kind":"text","quote":"Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models.","start":585,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":829,"kind":"text","quote":"However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.","start":700,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"72261b031197dde15c1a622ee0dcf36f52ebb4c8b299fa9d981837805bf3ddc9","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ad4642dd02fae3aa9fd872d7dd9809f62529ca0aa5e6aace6278dbb9b0230186","recordedAt":"2026-09-27T01:42:12.755969+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":{"activity_id":"act-f0d9d430d55b8ad2cfa89649","activity_ref":"a9","claim_unit_candidates":["a9"],"end":1018,"evidence_id":"s7","ownership":"current_project","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","quote_sha256":"f55a448181c3b32f9b89bb89134b1eb908dc145f91e8b6413f922cad20ad72bd","role":"activity","source_span_id":"735e2c31d47a8a672dfc35fb5ef7e42202af22680067e26e657260fba21a7397","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","stage":"planned","stage_origin":"most_conservative_frozen_unit_modality","start":830},"activityBinding":{"activity_ids":["act-f0d9d430d55b8ad2cfa89649","act-3c84605f4b5199e737dd308d","act-6544d289ca0c9fa55c422521"],"activity_refs":["a9","a10","a11"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s7","s8"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6"]},"scope":{"activity_evidence_ids":["s7","s8","s9"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s10","s11"]}},"check_units":{"purpose":["a9","a10"],"scope":["a9","a10","a11"]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11"],"pathway":"a9 -> a10 -> a11","selected_units":[{"activity_id":"act-f0d9d430d55b8ad2cfa89649","conditions":null,"description":"The project aims to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-3c84605f4b5199e737dd308d","conditions":null,"description":"The project plans to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-6544d289ca0c9fa55c422521","conditions":null,"description":"This study will examine neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true}],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"b72df408ea2844f633e459a6c576743afb8295d2c8fbadc6d1587ccfb0e4fe37","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":"innovation_capacity","explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":true},{"code":"3.4","name":"By 2030, reduce by one third premature mortality from non-communicable diseases through prevention and treatment and promote mental health and well-being","uri":"http://data.europa.eu/sdg/3.4","state":"no_mapping","strength":"partial","assertionId":"mapping:692c2f7e59a92e2b5c9f8a0f2cda1659c2d2e098606d39ad983ab240c8c03da0","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.\n\nThis brain disorder is characterised by hypersynchronous neural activity resulting in seizures.\n\nAbnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.\n\nEpilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.\n\nMost information regarding the properties of neuronal circuits during epileptic activity comes from animal models.\n\nHowever, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.\n\nI aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nThis innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","reason":"purpose: The project investigates mechanisms in human tissue but does not explicitly undertake prevention or treatment, nor promote mental health.\nscope: Epilepsy is a human non-communicable disease; the selected limb concerns human health, satisfying the scope condition.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project investigates mechanisms in human tissue but does not explicitly undertake prevention or treatment, nor promote mental health.","status":"not_met"},{"evidence_ids":["s7","s8","s9","s10","s1","s2","s3","s4","s5","s6","s11"],"id":"scope","missing_evidence":null,"reason":"Epilepsy is a human non-communicable disease; the selected limb concerns human health, satisfying the scope condition.","status":"supported"}],"missingEvidence":[],"evidence":[{"end":114,"kind":"text","quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.","start":0,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":210,"kind":"text","quote":"This brain disorder is characterised by hypersynchronous neural activity resulting in seizures.","start":115,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":300,"kind":"text","quote":"Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.","start":211,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":584,"kind":"text","quote":"Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.","start":301,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":699,"kind":"text","quote":"Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models.","start":585,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":829,"kind":"text","quote":"However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.","start":700,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"692c2f7e59a92e2b5c9f8a0f2cda1659c2d2e098606d39ad983ab240c8c03da0","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00ba8a9538c6453f7212749246510988a5945e1049c5b429134ebc7da4caea1e","recordedAt":"2026-09-27T20:24:30.772408+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-f0d9d430d55b8ad2cfa89649","act-3c84605f4b5199e737dd308d","act-6544d289ca0c9fa55c422521","act-7d7a07d4b9a595069659dc7e","act-712224457502cce1e219ed64"],"activity_refs":["a9","a10","a11","a12","a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s10","s11"]},"scope":{"activity_evidence_ids":["s7","s8","s9","s10"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s11"]}},"check_units":{"purpose":[],"scope":["a9","a10","a11","a12","a13"]},"code_owned_checks":[],"model_selected_units":["a9","a10","a11","a12","a13"],"pathway":null,"selected_units":[{"activity_id":"act-f0d9d430d55b8ad2cfa89649","conditions":null,"description":"The project aims to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","evidence_ids":["s7"],"modality":"planned","ownership":"current_project","ref":"a9","role":"activity","support_eligible":true},{"activity_id":"act-3c84605f4b5199e737dd308d","conditions":null,"description":"The project plans to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","evidence_ids":["s8"],"modality":"planned","ownership":"current_project","ref":"a10","role":"method","support_eligible":true},{"activity_id":"act-6544d289ca0c9fa55c422521","conditions":null,"description":"This study will examine neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","evidence_ids":["s9"],"modality":"planned","ownership":"current_project","ref":"a11","role":"output","support_eligible":true},{"activity_id":"act-7d7a07d4b9a595069659dc7e","conditions":null,"description":"The innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a12","role":"output","support_eligible":true},{"activity_id":"act-712224457502cce1e219ed64","conditions":null,"description":"The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","evidence_ids":["s10"],"modality":"planned","ownership":"current_project","ref":"a13","role":"dissemination","support_eligible":true}],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"b72df408ea2844f633e459a6c576743afb8295d2c8fbadc6d1587ccfb0e4fe37","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":["ineligible_support_moved_to_context"],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/rebind-real400v31-20260926","rubricKind":"authored","candidateSource":"rebound_recorded_response","navigationEligible":false},{"code":"8.1","name":"Sustain per capita economic growth in accordance with national circumstances and, in particular, at least 7 per cent gross domestic product growth per annum in the least developed countries","uri":"http://data.europa.eu/sdg/8.1","state":"no_mapping","strength":"partial","assertionId":"mapping:3cea9f5118dcd4aaf310823b5dbd38cca14fe5455a6c791d6a167693c532092f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.\n\nEpilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.\n\nThis brain disorder is characterised by hypersynchronous neural activity resulting in seizures.\n\nAbnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.\n\nEpilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.\n\nMost information regarding the properties of neuronal circuits during epileptic activity comes from animal models.\n\nHowever, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.\n\nI aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","reason":"purpose: The project aims to generate fundamental knowledge about neuronal mechanisms, not to directly contribute to economic growth or GDP targets.\nscope: The project targets human patients globally without restricting to least developed countries, failing the specific growth condition for 8.1.","checks":[{"evidence_ids":["s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project aims to generate fundamental knowledge about neuronal mechanisms, not to directly contribute to economic growth or GDP targets.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project targets human patients globally without restricting to least developed countries, failing the specific growth condition for 8.1.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":114,"kind":"text","quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.","start":0,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":210,"kind":"text","quote":"This brain disorder is characterised by hypersynchronous neural activity resulting in seizures.","start":115,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":300,"kind":"text","quote":"Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.","start":211,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":584,"kind":"text","quote":"Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.","start":301,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":699,"kind":"text","quote":"Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models.","start":585,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":829,"kind":"text","quote":"However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.","start":700,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"3cea9f5118dcd4aaf310823b5dbd38cca14fe5455a6c791d6a167693c532092f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"c80e2767aceccd98dbde8db9ee3882a5739103fb30a5f3ea5a383db701e20c78","recordedAt":"2026-09-28T17:58:15.166214+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"be50b16b7fe4f0d1ae343fe7f995ed3434438b1364dda741c7aa9a8d4b2a132a","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"8.5","name":"By 2030, achieve full and productive employment and decent work for all women and men, including for young people and persons with disabilities, and equal pay for work of equal value","uri":"http://data.europa.eu/sdg/8.5","state":"no_mapping","strength":"partial","assertionId":"mapping:59c69578015c0891ff98ba1c74dd9ba0f2d2fac3309e8397e0f739c520e2648a","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.\n\nThis brain disorder is characterised by hypersynchronous neural activity resulting in seizures.\n\nAbnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.\n\nEpilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.\n\nMost information regarding the properties of neuronal circuits during epileptic activity comes from animal models.\n\nHowever, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.\n\nI aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).\n\nThis innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","reason":"purpose: The project investigates neuronal mechanisms in epilepsy, not employment or work conditions. No text links the research to Goal 8.5 components.\nscope: The project targets human patients globally without restricting to specific countries, populations, or sectors defined in the official text.","checks":[{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project investigates neuronal mechanisms in epilepsy, not employment or work conditions. No text links the research to Goal 8.5 components.","status":"not_met"},{"evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The project targets human patients globally without restricting to specific countries, populations, or sectors defined in the official text.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":114,"kind":"text","quote":"Epilepsy is one of the most common chronic neurological diseases in humans, affecting 50 million people worldwide.","start":0,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":210,"kind":"text","quote":"This brain disorder is characterised by hypersynchronous neural activity resulting in seizures.","start":115,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":300,"kind":"text","quote":"Abnormal recruitment of cells induces unusual behaviour, sensations or loss of awareness.","start":211,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":584,"kind":"text","quote":"Epilepsy has a substantial economic effect on health care needs or the loss of productivity in work.Investigating the role of different neuron types in generating pathological activities is essential for identifying what makes a brain region predisposed to generate epileptic events.","start":301,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":699,"kind":"text","quote":"Most information regarding the properties of neuronal circuits during epileptic activity comes from animal models.","start":585,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":829,"kind":"text","quote":"However, recent studies have shown substantial differences when comparing human tissue to animals and epilepsy models to disease.","start":700,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"59c69578015c0891ff98ba1c74dd9ba0f2d2fac3309e8397e0f739c520e2648a","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"8e2d942204bea2a6080bd6433499a6d741f9527fc548f933cbef294b12fe054f","recordedAt":"2026-09-28T17:58:15.169282+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"be50b16b7fe4f0d1ae343fe7f995ed3434438b1364dda741c7aa9a8d4b2a132a","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"generic_fallback","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"9.5","name":"Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending","uri":"http://data.europa.eu/sdg/9.5","state":"no_mapping","strength":"partial","assertionId":"mapping:52bd1a5e20dd8a4707dbbbbafd0badd62b895e10a13f20a59ee968c2f20e3bc7","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.\n\nI plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.\n\nThis will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).\n\nThis innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.\n\nEnhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","reason":"purpose: The project focuses on generating fundamental knowledge about neuronal mechanisms in epilepsy rather than increasing research capacity, training staff, or transferring capabilities to industry or other institutions.\nscope: The selected activities concern scientific research on human brain disorders without specifying a named sector, country, or institution as the beneficiary, failing the scope condition for SDG 9.5.","checks":[{"evidence_ids":["s7","s8","s9","s10","s11"],"id":"purpose","missing_evidence":null,"reason":"The project focuses on generating fundamental knowledge about neuronal mechanisms in epilepsy rather than increasing research capacity, training staff, or transferring capabilities to industry or other institutions.","status":"not_met"},{"evidence_ids":["s7","s8","s9","s10","s11"],"id":"scope","missing_evidence":null,"reason":"The selected activities concern scientific research on human brain disorders without specifying a named sector, country, or institution as the beneficiary, failing the scope condition for SDG 9.5.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1018,"kind":"text","quote":"I aim to utilise a unique multilevel approach to follow how neurons are recruited into epileptic events and categorise them at an unprecedented level of detail in human epileptic patients.","start":830,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1230,"kind":"text","quote":"I plan to analyse cellular activity in recordings obtained in vivo and characterise human cortical neurons in vitro with simultaneous intra- and extracellular electrophysiology completed with post hoc histology.","start":1019,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1393,"kind":"text","quote":"This will be the first study examining neuronal behaviour and subtypes in the same epileptic patients, both in vivo (before surgery) and in vitro (after surgery).","start":1231,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1746,"kind":"text","quote":"This innovative approach will provide valuable information on the role of the different neuron types in the generation of epileptiform activity.The fundamental knowledge of the cellular mechanisms of epileptic events specific to humans could help us understand the human disease deeply and thus achieve a significant breakthrough in epilepsy treatment.","start":1394,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"},{"end":1937,"kind":"text","quote":"Enhancement in the diagnostics and cure of epilepsy would considerably decrease the cost of medical care and promise an invaluable improvement in the quality of life on the individual level.","start":1747,"text_hash":"d604c9ae53cb1a1485f6bb0352aa3e0a5e1e49fed92d1c658753478e88a6dc78"}],"sourceVersion":"51aa0e2c9c1d3f532d2d2aee52fd8b3b70854a50d06fededd5a0f3fe0fec7b51","originalAssertionId":"52bd1a5e20dd8a4707dbbbbafd0badd62b895e10a13f20a59ee968c2f20e3bc7","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"456ad73223c18f7eaf02810163a1154488933987b24c8f27a9cb9128cec9cacb","recordedAt":"2026-09-28T10:00:37.023674+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9","s10","s11"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s7","s8","s9","s10","s11"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a8","a9","a10","a11","a12"],"pathway":null,"selected_units":[],"sheet_cache_key":"9144960460ad495fb2d17a0344b3cfad923a83668f0f21b230b4222d13af3a5b","sheet_sha256":"f52703605cfbe0e37eeb6efc3af0009b63a0aa5cda14b4a23ab86700dc43995b","sheet_version":"mesh-activity-sheet-v3","source_version":"ba15796530fb6c7e04b85a45ea13655a578f53f8b8325159f4621e39008402f6","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400rehard-20260928","rubricKind":"authored","candidateSource":"reassessment_hardened_rubric","navigationEligible":false}],"real":true,"cordis":{"acronym":"EpiNeuron","title":"Tracing human cortical neurons involved in epileptic processes at multiple scales","status":"SIGNED","startDate":"2023-09-01","endDate":"2025-08-31","ecSignatureDate":"2023-04-25","totalCost":0.0,"ecMaxContribution":195914.88,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2022-PF-01","subCall":"HORIZON-MSCA-2022-PF-01","grantDoi":"10.3030/101109576","keywords":["epilepsy","human","neocortex","hippocampus","seizure","single unit","pyramidal cell","interneuron"],"contentUpdateDate":"2023-07-11 16:00:22","topics":[{"code":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/21/35/153/629","path":"medical and health sciences/basic medicine/neurology/epilepsy","title":"epilepsy"},{"code":"/21/39/223","path":"medical and health sciences/clinical medicine/surgery","title":"surgery"},{"code":"/29/91/521/1299/1757","path":"social sciences/economics and business/economics/production economics/productivity","title":"productivity"},{"code":"/23/49/41594476","path":"natural sciences/biological sciences/histology","title":"histology"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":40.0,"ai":40.0,"climate":40.0,"biodiversity":0.0},"organisations":[{"name":"INSTITUT DU CERVEAU ET DE LA MOELLE EPINIERE","shortName":"ICM","role":"coordinator","country":"FR","city":"Paris","activityType":"REC","sme":false,"ecContribution":195914.88,"totalCost":0.0,"geolocation":[48.8402123,2.3631998],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2022-PF-01-01","title":"MSCA Postdoctoral Fellowships 2022","callIdentifier":"HORIZON-MSCA-2022-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2022","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2022-05-11","deadlineDates":["2022-09-13"],"budget":null,"keywords":[],"description":"Expected Outcome:\nProject results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through interdisciplinary, inter-sectoral and international experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers, undertaking international mobility either to or between EU Member States or Horizon Europe Associated Countries, as well as to non-associated Third Countries. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers seeking a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. It must be substantiated by a letter of commitment from the European non-academic organisation where the placement takes place[5]. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (missing letter of commitment or taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills[6], foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science) and promote Open Science practices (open access to publications and to research data, FAIR data management, etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, plannin","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2022-PF-01-01"}]}}
{"id":"101116408","acronym":"OutOfSpace","name":"Structuring spatial knowledge through domain-general, non-spatial learning mechanisms","offer":"Is space the main organizer of our mental reality? The answer to this question is apparently \"\"yes\"\". According to recent views, nearly any type of knowledge would be organized through low-dimensional geometries relying on the same computations that are at play in the navigation of the physical space, as attested by the involvement of the hippocampal-entorhinal region in high-level cognition. From an evolutionary standpoint, spatial processing mechanisms might have thus developed from originally mapping the navigable environment to representing cognitive spaces. Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations. To pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","objective":"Is space the main organizer of our mental reality? The answer to this question is apparently \"\"yes\"\". According to recent views, nearly any type of knowledge would be organized through low-dimensional geometries relying on the same computations that are at play in the navigation of the physical space, as attested by the involvement of the hippocampal-entorhinal region in high-level cognition. From an evolutionary standpoint, spatial processing mechanisms might have thus developed from originally mapping the navigable environment to representing cognitive spaces. Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations. To pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","sourceVersion":"51b1a177c68295590718b40648efb9fa4c7b273722b94e38cf620a9bfcb1ab85","originalSourceVersion":"001c667c692b3c110a45faed9b017d1baa5b3054108b77625703b36e76b1407a","textHash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877","sourceUrl":"https://cordis.europa.eu/project/id/101116408","country":"IT","participantCountries":["IT"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":" this non-spatial information will be then used to predict a variety of spatial representations, using a pioneering interdisciplinary approach that combines computational, behavioural, eye tracking, fMRI, TMS-EEG and intracranial EEG work in both sighted and blind individuals. OutOfSpace will thus make a breakthrough on two fronts: (i) probing whether language - a non-spatial learning environment - can encode and recode spatial knowledge without the need for a dedicated spatial memory system","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"11","name":"Make cities and human settlements inclusive, safe, resilient and sustainable","uri":"http://data.europa.eu/sdg/11","state":"no_mapping","strength":"partial","assertionId":"mapping:29aa37fd1371675eb4c5c3b0515c8cfead17bd63f4a80dfcb9fd5f613c6b37de","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.\n\nTo pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","reason":"purpose: The project investigates non-spatial mechanisms for spatial knowledge, not human settlements. No activity targets cities or settlements for sustainability.\nscope: The intervention concerns abstract spatial representations, not cities or urban systems. No substantive goal limb relates to urban settings.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project investigates non-spatial mechanisms for spatial knowledge, not human settlements. No activity targets cities or settlements for sustainability.","status":"not_met"},{"evidence_ids":["s5","s6"],"id":"scope","missing_evidence":null,"reason":"The intervention concerns abstract spatial representations, not cities or urban systems. No substantive goal limb relates to urban settings.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":835,"kind":"text","quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.","start":569,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"},{"end":1063,"kind":"text","quote":"To pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","start":836,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"}],"sourceVersion":"51b1a177c68295590718b40648efb9fa4c7b273722b94e38cf620a9bfcb1ab85","originalAssertionId":"29aa37fd1371675eb4c5c3b0515c8cfead17bd63f4a80dfcb9fd5f613c6b37de","methodVersion":"mesh-semantic-contract-2.4.5","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"f58ee44f3e158713915d5ed987009a3eb249e60df6cefc78f20469bdf5ba2c36","recordedAt":"2026-09-27T20:16:01.926934+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.5","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7"],"pathway":"a6 -> a7","selected_units":[],"sheet_cache_key":"60848a616e72e3bdb10026cd8b5adf801f3dc5b29a4f533a4071b4d9e6f83373","sheet_sha256":"ae9f5f04e203cb1fd86eb716007afa2544d2dd5df0f25d817e6aec8a548e0747","sheet_version":"mesh-activity-sheet-v3","source_version":"001c667c692b3c110a45faed9b017d1baa5b3054108b77625703b36e76b1407a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v34-20260927","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17","name":"Strengthen the means of implementation and revitalize the Global Partnership for Sustainable Development","uri":"http://data.europa.eu/sdg/17","state":"no_mapping","strength":"partial","assertionId":"mapping:60756155b90b3c39181a90939b344c1b4f3ba9460af9057a462049c2a7588728","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.\n\nTo pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","reason":"purpose: The project investigates cognitive mechanisms (non-spatial learning) to explain spatial knowledge. It does not strengthen means of implementation like finance, capacity, or policy for sustainable development.\nscope: The activity targets fundamental cognitive science questions about mental representation, not specific sustainable development activities or beneficiaries. No implementation mechanism for SD exists.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project investigates cognitive mechanisms (non-spatial learning) to explain spatial knowledge. It does not strengthen means of implementation like finance, capacity, or policy for sustainable development.","status":"not_met"},{"evidence_ids":["s5","s6"],"id":"scope","missing_evidence":null,"reason":"The activity targets fundamental cognitive science questions about mental representation, not specific sustainable development activities or beneficiaries. No implementation mechanism for SD exists.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":835,"kind":"text","quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.","start":569,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"},{"end":1063,"kind":"text","quote":"To pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","start":836,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"}],"sourceVersion":"51b1a177c68295590718b40648efb9fa4c7b273722b94e38cf620a9bfcb1ab85","originalAssertionId":"60756155b90b3c39181a90939b344c1b4f3ba9460af9057a462049c2a7588728","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"ca3ef492333c8a28f7bf91c796c87ea3a94721144d218526442b64cd905af3b9","recordedAt":"2026-09-26T21:46:56.574202+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7"],"pathway":"a6 -> a7","selected_units":[],"sheet_cache_key":"60848a616e72e3bdb10026cd8b5adf801f3dc5b29a4f533a4071b4d9e6f83373","sheet_sha256":"d331c48b83007667cb67682e4a50e693968afc08ca5b57bf47398a572eb3e67a","sheet_version":"mesh-activity-sheet-v3","source_version":"001c667c692b3c110a45faed9b017d1baa5b3054108b77625703b36e76b1407a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"17.6","name":"Enhance North-South, South-South and triangular regional and international cooperation on and access to science, technology and innovation and enhance knowledge-sharing on mutually agreed terms, including through improved coordination among existing mechanisms, in particular at the United Nations level, and through a global technology facilitation mechanism","uri":"http://data.europa.eu/sdg/17.6","state":"no_mapping","strength":"partial","assertionId":"mapping:4164735b4eb01e6ef21dcdda87e75bf68d73e6b7a1217ccbe0fd8195edae0ef6","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.\n\nTo pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","reason":"purpose: The project aims to test a hypothesis about non-spatial learning mechanisms structuring spatial representations. It does not describe enhancing international cooperation, knowledge sharing, or access to capabilities.\nscope: The project involves a single entity (OutOfSpace) and no cooperating communities or countries. There is no evidence of substantive STI exchange or a defined regional/international cooperation pathway.","checks":[{"evidence_ids":["s5","s6"],"id":"purpose","missing_evidence":null,"reason":"The project aims to test a hypothesis about non-spatial learning mechanisms structuring spatial representations. It does not describe enhancing international cooperation, knowledge sharing, or access to capabilities.","status":"not_met"},{"evidence_ids":["s5","s6"],"id":"scope","missing_evidence":null,"reason":"The project involves a single entity (OutOfSpace) and no cooperating communities or countries. There is no evidence of substantive STI exchange or a defined regional/international cooperation pathway.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":835,"kind":"text","quote":"Moving beyond this spatiocentric view of the human mind, OutOfSpace will test the fascinating yet apparently counterintuitive hypothesis that non-spatial associative learning mechanisms are active (if not the main) ingredients in structuring spatial representations.","start":569,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"},{"end":1063,"kind":"text","quote":"To pursue this aim, OutOfSpace will employ cognitively plausible computational models (i.e., distributional semantic models) based on non-spatial associative learning mechanisms to extract latent knowledge from natural language","start":836,"text_hash":"d771525ea3bde72711673c1191643b78abff0f2b3e0eb9bffa3637a38bb12877"}],"sourceVersion":"51b1a177c68295590718b40648efb9fa4c7b273722b94e38cf620a9bfcb1ab85","originalAssertionId":"4164735b4eb01e6ef21dcdda87e75bf68d73e6b7a1217ccbe0fd8195edae0ef6","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"798077a951008a969a57a23d3e57356cd5e050c2d8e359fcbe5895fc92447d00","recordedAt":"2026-09-26T21:50:48.607210+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s5","s6"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a6","a7"],"pathway":null,"selected_units":[],"sheet_cache_key":"60848a616e72e3bdb10026cd8b5adf801f3dc5b29a4f533a4071b4d9e6f83373","sheet_sha256":"d331c48b83007667cb67682e4a50e693968afc08ca5b57bf47398a572eb3e67a","sheet_version":"mesh-activity-sheet-v3","source_version":"001c667c692b3c110a45faed9b017d1baa5b3054108b77625703b36e76b1407a","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"11.a","uri":"http://data.europa.eu/sdg/11.a","name":"Support positive economic, social and environmental links between urban, peri-urban and rural areas by strengthening national and regional development planning","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"51b1a177c68295590718b40648efb9fa4c7b273722b94e38cf620a9bfcb1ab85","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"OutOfSpace","title":"Structuring spatial knowledge through domain-general, non-spatial learning mechanisms","status":"SIGNED","startDate":"2024-03-01","endDate":"2029-02-28","ecSignatureDate":"2024-02-20","totalCost":1499688.0,"ecMaxContribution":1499688.0,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-ERC","masterCall":"ERC-2023-STG","subCall":"ERC-2023-STG","grantDoi":"2026-02-24 11:44:58","keywords":["260231"],"contentUpdateDate":" this non-spatial information will be then used to predict a variety of spatial representations, using a pioneering interdisciplinary approach that combines computational, behavioural, eye tracking, fMRI, TMS-EEG and intracranial EEG work in both sighted and blind individuals. OutOfSpace will thus make a breakthrough on two fronts: (i) probing whether language - a non-spatial learning environment - can encode and recode spatial knowledge without the need for a dedicated spatial memory system","topics":[{"code":"ERC-2023-STG","title":"ERC STARTING GRANTS"}],"legalBasis":[{"code":"HORIZON.1.1","title":"European Research Council (ERC)","main":true}],"euroSciVoc":[{"code":"/29/93/533/30043","path":"social sciences/psychology/cognitive psychology/mental processes","title":"mental processes"},{"code":"/23/49/327/1007","path":"natural sciences/biological sciences/neurobiology/cognitive neuroscience","title":"cognitive neuroscience"}],"policyPriorities":{"digitalAgenda":0.0,"cleanAir":0.0,"ai":40.0,"climate":0.0,"biodiversity":0.0},"organisations":[{"name":"UNIVERSITA DEGLI STUDI DI PAVIA","shortName":"UNIPV","role":"coordinator","country":"IT","city":"Pavia","activityType":"HES","sme":false,"ecContribution":1499688.0,"totalCost":1499688.0,"geolocation":[45.201910597,9.1397464132],"order":1}],"topicDetails":[{"identifier":"ERC-2023-STG","title":"ERC STARTING GRANTS","callIdentifier":"ERC-2023-STG","callTitle":"Call for Proposals for ERC Starting Grant","programme":"Horizon Europe (HORIZON)","programmeDivisions":["European Research Council (ERC)"],"typeOfAction":"HORIZON-ERC HORIZON ERC Grants","typeOfMGA":["HORIZON Action Grant Budget-Based"],"status":"Closed","openingDate":"2022-07-11","deadlineDates":["2022-10-24"],"budget":null,"keywords":[],"description":"Scope:Objectives\nThe ERC Starting Grants are designed to support excellent Principal Investigators at the career stage at which they are starting their own independent research team or programme. Principal Investigators must demonstrate the ground-breaking nature, ambition and feasibility of their scientific proposal.\nSize of ERC Starting Grants\nStarting Grants may be awarded up to a maximum of EUR 1 500 000 for a period of 5 years. The maximum size of the grants is reduced pro rata temporis for projects of a shorter duration. (This does not apply to ongoing projects).\nAdditional funding up to EUR 1 000 000 can be requested in the proposal to cover the following eligible costs when these are necessary to carry out the proposed work: (a) \"start-up\" costs for Principal Investigators moving to the EU or an Associated Country from elsewhere as a consequence of receiving the ERC grant, and/or (b) the purchase of major equipment, and/or (c) access to large facilities, and/or (d) other major experimental and field work costs, excluding personnel costs.\nAdditional funding is not subject to pro rata temporis reduction for projects of shorter duration.\nAll funding requested is assessed during evaluation.\nProfile of the ERC Starting Grant Principal Investigator\nThe Principal Investigators shall have successfully defended their first PhD at least 2 and up to 7 years prior to 1 January 2023. Cut-off dates: Successful defence of PhD between 1 January 2016 and 31 December 2020 (inclusive).\nThe eligibility period can be extended beyond 7 years in certain properly documented circumstances. See section Admissibility and eligibility criteria of the ERC Work Programme 2023.\nA competitive Starting Grant Principal Investigator must have already shown the potential for research independence and evidence of maturity, for example by having produced at least one important publication as main author or without the participation of their PhD supervisor. Applicant Principal Investigators should also be able to demonstrate a promising track record of early achievements appropriate to their research field and career stage, including, e.g. significant publications (as main author) in major international peer-reviewed multidisciplinary scientific journals, or signitficant publications in the leading international peer-reviewed journals of their respective field, or research monographs. They may also demonstrate a record of invited presentations in well-established international conferences, granted patents, awards, prizes, or any other scientific achievements they deem relevant in relation to their research field and project.\nFor further information, please see the ERC Work Programme 2023.","descriptionTruncated":false,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/ERC-2023-STG"}]}}
{"id":"101151077","acronym":"FOCUS","name":"Understanding the unseen: Function Of CUttlefish polarisation Signalling","offer":"Polarisation information is only accessible to a part of the animal kingdom. Available on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication. Polarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure. However, the information conveyed by polarisation signals in any species is poorly understood. Among marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector). Not only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light. Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified. Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity. While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown. Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity. To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes. The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns. The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment. Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","objective":"Polarisation information is only accessible to a part of the animal kingdom. Available on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication. Polarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure. However, the information conveyed by polarisation signals in any species is poorly understood. Among marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector). Not only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light. Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified. Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity. While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown. Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity. To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes. The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns. The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment. Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalSourceVersion":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","textHash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1","sourceUrl":"https://cordis.europa.eu/project/id/101151077","country":"FR","participantCountries":["FR"],"programme":"HORIZON","status":"SIGNED","sourceUpdated":"2024-04-22 17:57:28","locations":[],"goal":null,"goalIds":[],"rels":[{"code":"11.6","name":"By 2030, reduce the adverse per capita environmental impact of cities, including by paying special attention to air quality and municipal and other waste management","uri":"http://data.europa.eu/sdg/11.6","state":"no_mapping","strength":"partial","assertionId":"mapping:d4d4a8efd6162c98546f19f3eb3579e1809e51455aa26643078269228c2fcca8","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.\n\nThe first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.\n\nThe second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.\n\nFinally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.\n\nPolarisation information is only accessible to a part of the animal kingdom.\n\nAvailable on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.\n\nPolarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.\n\nHowever, the information conveyed by polarisation signals in any species is poorly understood.\n\nAmong marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).\n\nNot only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.\n\nYet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.\n\nFurthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.\n\nWhile early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.\n\nNonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","reason":"purpose: The project investigates cuttlefish polarisation, not urban environmental impacts like air pollution or waste. The selected activities do not address the required condition.\nscope: The environmental burden studied is marine turbidity affecting cuttlefish, not a city or urban system. The scope does not match the urban requirement.","checks":[{"evidence_ids":["s11","s12","s13","s14","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project investigates cuttlefish polarisation, not urban environmental impacts like air pollution or waste. The selected activities do not address the required condition.","status":"not_met"},{"evidence_ids":["s11","s12","s13","s14","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The environmental burden studied is marine turbidity affecting cuttlefish, not a city or urban system. The scope does not match the urban requirement.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1449,"kind":"text","quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.","start":1329,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1594,"kind":"text","quote":"The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.","start":1450,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1905,"kind":"text","quote":"Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","start":1756,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":76,"kind":"text","quote":"Polarisation information is only accessible to a part of the animal kingdom.","start":0,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":219,"kind":"text","quote":"Available on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.","start":77,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":390,"kind":"text","quote":"Polarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.","start":220,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":485,"kind":"text","quote":"However, the information conveyed by polarisation signals in any species is poorly understood.","start":391,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":633,"kind":"text","quote":"Among marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).","start":486,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":795,"kind":"text","quote":"Not only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.","start":634,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":920,"kind":"text","quote":"Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.","start":796,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1022,"kind":"text","quote":"Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.","start":921,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1199,"kind":"text","quote":"While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.","start":1023,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1328,"kind":"text","quote":"Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","start":1200,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"d4d4a8efd6162c98546f19f3eb3579e1809e51455aa26643078269228c2fcca8","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"89ef63c39b156d14c43dbbb2a3a9a5beb9229d5dc852564e6f9bd12afa88bc05","recordedAt":"2026-09-28T19:04:06.700315+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-8c22e72e2bfa4f947450e2f3","act-8784753129bc965777376cbe","act-da3a5a5383aefdf90061635a","act-5a8c8c6dded2536b4447f99e"],"activity_refs":["a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":["a11","a12","a13","a14"],"scope":["a11","a12","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a11","a12","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-8c22e72e2bfa4f947450e2f3","conditions":null,"description":"This project will use cutting-edge technology to reveal the use of light that we cannot see.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-8784753129bc965777376cbe","conditions":null,"description":"The project will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-da3a5a5383aefdf90061635a","conditions":null,"description":"The project will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","evidence_ids":["s13"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-5a8c8c6dded2536b4447f99e","conditions":null,"description":"The project will explore the neural processing of polarisation signals by building upon the latest advances in neurobiological technologies.","evidence_ids":["s14"],"modality":"planned","ownership":"current_project","ref":"a14","role":"activity","support_eligible":true}],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"2425bfea9b89b7958c03a5d8a416ed9b247d4ead37d9cfe2ee67c737e8cae45e","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"14","name":"Conserve and sustainably use the oceans, seas and marine resources for sustainable development","uri":"http://data.europa.eu/sdg/14","state":"no_mapping","strength":"partial","assertionId":"mapping:949fbacf1f5601ec7200a2c4208fd35c35dc79daeffe357e2970de43332293a5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.\n\nThe first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.\n\nThe second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.\n\nFinally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.\n\nPolarisation information is only accessible to a part of the animal kingdom.\n\nAvailable on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.\n\nPolarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.\n\nHowever, the information conveyed by polarisation signals in any species is poorly understood.\n\nAmong marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).\n\nNot only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.\n\nYet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.\n\nFurthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.\n\nWhile early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.\n\nNonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","reason":"purpose: The project investigates cuttlefish polarisation signalling mechanisms. It does not explicitly aim to conserve or sustainably use oceans or marine resources.\nscope: The project studies cuttlefish, a marine animal, but the research focuses on sensory biology, not the conservation or sustainable use of marine resources.","checks":[{"evidence_ids":["s11","s12","s13","s14","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project investigates cuttlefish polarisation signalling mechanisms. It does not explicitly aim to conserve or sustainably use oceans or marine resources.","status":"not_met"},{"evidence_ids":["s12","s13","s14","s5","s6","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project studies cuttlefish, a marine animal, but the research focuses on sensory biology, not the conservation or sustainable use of marine resources.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1449,"kind":"text","quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.","start":1329,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1594,"kind":"text","quote":"The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.","start":1450,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1905,"kind":"text","quote":"Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","start":1756,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":76,"kind":"text","quote":"Polarisation information is only accessible to a part of the animal kingdom.","start":0,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":219,"kind":"text","quote":"Available on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.","start":77,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":390,"kind":"text","quote":"Polarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.","start":220,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":485,"kind":"text","quote":"However, the information conveyed by polarisation signals in any species is poorly understood.","start":391,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":633,"kind":"text","quote":"Among marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).","start":486,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":795,"kind":"text","quote":"Not only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.","start":634,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":920,"kind":"text","quote":"Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.","start":796,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1022,"kind":"text","quote":"Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.","start":921,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1199,"kind":"text","quote":"While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.","start":1023,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1328,"kind":"text","quote":"Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","start":1200,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"949fbacf1f5601ec7200a2c4208fd35c35dc79daeffe357e2970de43332293a5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"187d88683f70dc0b4e161f05921897ca8331a86281ad1cc14d0ef994641c1186","recordedAt":"2026-09-27T04:07:30.816218+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-1e1c081398a5610ce866f627","act-2e13661f2ee11c4ab6bc9436","act-da3a5a5383aefdf90061635a","act-5a8c8c6dded2536b4447f99e"],"activity_refs":["a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s12","s13","s14"],"context_evidence_ids":["s5","s6","s8","s9","s10"]}},"check_units":{"purpose":["a11","a12","a13","a14"],"scope":["a12","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a11","a12","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-1e1c081398a5610ce866f627","conditions":null,"description":"The project will use cutting-edge technology to reveal the use of light that cannot be seen.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-2e13661f2ee11c4ab6bc9436","conditions":null,"description":"The project will use behavioural paradigms to investigate the use and information content in cuttlefish polarisation reflective patterns.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-da3a5a5383aefdf90061635a","conditions":null,"description":"The project will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","evidence_ids":["s13"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-5a8c8c6dded2536b4447f99e","conditions":null,"description":"The project will explore the neural processing of polarisation signals by building upon the latest advances in neurobiological technologies.","evidence_ids":["s14"],"modality":"planned","ownership":"current_project","ref":"a14","role":"activity","support_eligible":true}],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"415e7643961dcd4c8eac861e38c6b8e9425b0a2fdcdc9e22d75b9f1f68c7faad","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.1","name":"By 2025, prevent and significantly reduce marine pollution of all kinds, in particular from land-based activities, including marine debris and nutrient pollution","uri":"http://data.europa.eu/sdg/14.1","state":"no_mapping","strength":"partial","assertionId":"mapping:fa10b213633fa5f45779b01aa9c573955fb3c8b77cd9ae1a714ffc16f331be92","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","reason":"purpose: The project investigates the impact of turbidity on animal communication but does not prevent or reduce marine pollution. It studies a biological phenomenon rather than intervening on a pollutant.\nscope: The activity assesses the effect of turbidity on cuttlefish, not the reduction of pollution in the marine environment. The scope is biological research, not pollution mitigation.","checks":[{"evidence_ids":["s13"],"id":"purpose","missing_evidence":null,"reason":"The project investigates the impact of turbidity on animal communication but does not prevent or reduce marine pollution. It studies a biological phenomenon rather than intervening on a pollutant.","status":"not_met"},{"evidence_ids":["s13"],"id":"scope","missing_evidence":null,"reason":"The activity assesses the effect of turbidity on cuttlefish, not the reduction of pollution in the marine environment. The scope is biological research, not pollution mitigation.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"fa10b213633fa5f45779b01aa9c573955fb3c8b77cd9ae1a714ffc16f331be92","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"88c9a47d12a08829eb766f3bf8be968fecb386bf8b2c42c8b180560a568dcd02","recordedAt":"2026-09-27T04:07:30.818074+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":[],"activity_refs":[],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":[],"context_evidence_ids":["s13"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s13"]}},"check_units":{"purpose":[],"scope":[]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"415e7643961dcd4c8eac861e38c6b8e9425b0a2fdcdc9e22d75b9f1f68c7faad","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.2","name":"By 2020, sustainably manage and protect marine and coastal ecosystems to avoid significant adverse impacts, including by strengthening their resilience, and take action for their restoration in order to achieve healthy and productive oceans","uri":"http://data.europa.eu/sdg/14.2","state":"no_mapping","strength":"partial","assertionId":"mapping:9dd62fabfe65cc38588e0d70dda68b2e2432129a63ff935ca41aaceaf097617e","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.\n\nThe first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.\n\nThe second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.\n\nFinally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.\n\nPolarisation information is only accessible to a part of the animal kingdom.\n\nAvailable on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.\n\nPolarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.\n\nHowever, the information conveyed by polarisation signals in any species is poorly understood.\n\nAmong marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).\n\nNot only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.\n\nYet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.\n\nFurthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.\n\nWhile early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.\n\nNonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","reason":"purpose: The project investigates cuttlefish polarisation signalling mechanisms in a laboratory setting. It does not manage, protect, or restore marine ecosystems, nor does it address ecosystem health or resilience.\nscope: The project focuses on the functional significance of polarisation signals in cuttlefish, a specific species, rather than an identifiable marine or coastal ecosystem. No ecosystem management or restoration pathway is present.","checks":[{"evidence_ids":["s11","s12","s13","s14","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"purpose","missing_evidence":null,"reason":"The project investigates cuttlefish polarisation signalling mechanisms in a laboratory setting. It does not manage, protect, or restore marine ecosystems, nor does it address ecosystem health or resilience.","status":"not_met"},{"evidence_ids":["s11","s12","s13","s14","s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project focuses on the functional significance of polarisation signals in cuttlefish, a specific species, rather than an identifiable marine or coastal ecosystem. No ecosystem management or restoration pathway is present.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1449,"kind":"text","quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.","start":1329,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1594,"kind":"text","quote":"The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.","start":1450,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1905,"kind":"text","quote":"Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","start":1756,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":76,"kind":"text","quote":"Polarisation information is only accessible to a part of the animal kingdom.","start":0,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":219,"kind":"text","quote":"Available on land and underwater, it is used in a wide range of behaviours such as navigation, object recognition, foraging, or communication.","start":77,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":390,"kind":"text","quote":"Polarised information can derive either from the environment or from plant or animal reflective features and, in the latter case, it may be subject to selective pressure.","start":220,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":485,"kind":"text","quote":"However, the information conveyed by polarisation signals in any species is poorly understood.","start":391,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":633,"kind":"text","quote":"Among marine animals, cuttlefish are likely to possess the most acute resolution to discriminate angular differences in polarised light (e-vector).","start":486,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":795,"kind":"text","quote":"Not only do they excel at extracting polarised information but they also possess high-reflectance iridophores stripes on their arms that reflect polarised light.","start":634,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":920,"kind":"text","quote":"Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.","start":796,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1022,"kind":"text","quote":"Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.","start":921,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1199,"kind":"text","quote":"While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.","start":1023,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1328,"kind":"text","quote":"Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","start":1200,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"9dd62fabfe65cc38588e0d70dda68b2e2432129a63ff935ca41aaceaf097617e","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"00630f39e14f875459504c24ffa6fbfac474b8cdc69cc4ce751db901447572cd","recordedAt":"2026-09-27T04:07:30.819717+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-1e1c081398a5610ce866f627","act-2e13661f2ee11c4ab6bc9436","act-da3a5a5383aefdf90061635a","act-5a8c8c6dded2536b4447f99e"],"activity_refs":["a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]},"scope":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10"]}},"check_units":{"purpose":["a11","a12","a13","a14"],"scope":["a11","a12","a13","a14"]},"code_owned_checks":[],"model_selected_units":["a11","a12","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-1e1c081398a5610ce866f627","conditions":null,"description":"The project will use cutting-edge technology to reveal the use of light that cannot be seen.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-2e13661f2ee11c4ab6bc9436","conditions":null,"description":"The project will use behavioural paradigms to investigate the use and information content in cuttlefish polarisation reflective patterns.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-da3a5a5383aefdf90061635a","conditions":null,"description":"The project will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","evidence_ids":["s13"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-5a8c8c6dded2536b4447f99e","conditions":null,"description":"The project will explore the neural processing of polarisation signals by building upon the latest advances in neurobiological technologies.","evidence_ids":["s14"],"modality":"planned","ownership":"current_project","ref":"a14","role":"activity","support_eligible":true}],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"415e7643961dcd4c8eac861e38c6b8e9425b0a2fdcdc9e22d75b9f1f68c7faad","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"14.a","name":"Increase scientific knowledge, develop research capacity and transfer marine technology, taking into account the Intergovernmental Oceanographic Commission Criteria and Guidelines on the Transfer of Marine Technology, in order to improve ocean health and to enhance the contribution of marine biodiversity to the development of developing countries, in particular small island developing States and least developed countries","uri":"http://data.europa.eu/sdg/14.a","state":"no_mapping","strength":"partial","assertionId":"mapping:2fddd31d19168edcf3e0c1afdc5616008bdfe585897778533d5cc9ddda2d5fd5","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.\n\nThe first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.\n\nThe second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.\n\nFinally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.\n\nHowever, the information conveyed by polarisation signals in any species is poorly understood.\n\nYet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.\n\nFurthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.\n\nWhile early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.\n\nNonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","reason":"purpose: The project explicitly aims to increase scientific knowledge regarding cuttlefish polarisation signalling through planned research axes, satisfying the purpose condition.\nscope: The project focuses on cuttlefish physiology and neural processing in a lab setting. No evidence indicates the work is substantively marine or transfers technology to improve ocean health or marine biodiversity.","checks":[{"evidence_ids":["s11","s12","s13","s14","s4","s7"],"id":"purpose","missing_evidence":null,"reason":"The project explicitly aims to increase scientific knowledge regarding cuttlefish polarisation signalling through planned research axes, satisfying the purpose condition.","status":"supported"},{"evidence_ids":["s8","s9","s10"],"id":"scope","missing_evidence":null,"reason":"The project focuses on cuttlefish physiology and neural processing in a lab setting. No evidence indicates the work is substantively marine or transfers technology to improve ocean health or marine biodiversity.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1449,"kind":"text","quote":"To reveal the use of light that we cannot see this project will use cutting-edge technology and unfold along three axes.","start":1329,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1594,"kind":"text","quote":"The first axis will use behavioural paradigms to investigate the use and the information content in cuttlefish polarisation reflective patterns.","start":1450,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1905,"kind":"text","quote":"Finally, the third axis will build upon the latest advances in neurobiological technologies to explore the neural processing of polarisation signals.","start":1756,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":485,"kind":"text","quote":"However, the information conveyed by polarisation signals in any species is poorly understood.","start":391,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":920,"kind":"text","quote":"Yet, their functional significance remains uncertain, and the polarisation signals' neural processing is still unidentified.","start":796,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1022,"kind":"text","quote":"Furthermore, cuttlefish inhabit a wide range of ecological niches significantly varying in turbidity.","start":921,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1199,"kind":"text","quote":"While early exposure to turbidity affects individuals’ polarisation sensitivity, the role of turbidity in mature adult polarised communication and its impact are still unknown.","start":1023,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1328,"kind":"text","quote":"Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","start":1200,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"2fddd31d19168edcf3e0c1afdc5616008bdfe585897778533d5cc9ddda2d5fd5","methodVersion":"mesh-semantic-contract-2.4.4","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"1bb5777f08fd0688122c8f18944a7259cc989aff8fea1f1a1c0cb266b19010f4","recordedAt":"2026-09-26T16:16:24.637552+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.4","claimBasis":null,"activityBinding":{"activity_ids":["act-1e1c081398a5610ce866f627","act-2e13661f2ee11c4ab6bc9436","act-da3a5a5383aefdf90061635a","act-5a8c8c6dded2536b4447f99e"],"activity_refs":["a11","a12","a13","a14"],"binding_version":"mesh-activity-binding-v3.1","check_evidence":{"purpose":{"activity_evidence_ids":["s11","s12","s13","s14"],"context_evidence_ids":["s4","s7"]},"scope":{"activity_evidence_ids":[],"context_evidence_ids":["s8","s9","s10"]}},"check_units":{"purpose":["a11","a12","a13","a14"],"scope":[]},"code_owned_checks":[],"model_selected_units":["a11","a12","a13","a14"],"pathway":null,"selected_units":[{"activity_id":"act-1e1c081398a5610ce866f627","conditions":null,"description":"The project will use cutting-edge technology to reveal the use of light that cannot be seen.","evidence_ids":["s11"],"modality":"planned","ownership":"current_project","ref":"a11","role":"activity","support_eligible":true},{"activity_id":"act-2e13661f2ee11c4ab6bc9436","conditions":null,"description":"The project will use behavioural paradigms to investigate the use and information content in cuttlefish polarisation reflective patterns.","evidence_ids":["s12"],"modality":"planned","ownership":"current_project","ref":"a12","role":"activity","support_eligible":true},{"activity_id":"act-da3a5a5383aefdf90061635a","conditions":null,"description":"The project will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","evidence_ids":["s13"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true},{"activity_id":"act-5a8c8c6dded2536b4447f99e","conditions":null,"description":"The project will explore the neural processing of polarisation signals by building upon the latest advances in neurobiological technologies.","evidence_ids":["s14"],"modality":"planned","ownership":"current_project","ref":"a14","role":"activity","support_eligible":true}],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"415e7643961dcd4c8eac861e38c6b8e9425b0a2fdcdc9e22d75b9f1f68c7faad","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v31-20260926","rubricKind":"authored","candidateSource":"retriever_authored_rubric","navigationEligible":false},{"code":"3.9","name":"By 2030, substantially reduce the number of deaths and illnesses from hazardous chemicals and air, water and soil pollution and contamination","uri":"http://data.europa.eu/sdg/3.9","state":"no_mapping","strength":"partial","assertionId":"mapping:30d559153520936fdf71a9b91e2e86ac672c050c5eee8e871cb699ec52db963f","revision":1,"reviewStatus":"unreviewed","claim":null,"modality":null,"hypothesis":null,"quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.\n\nNonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","reason":"purpose: The project investigates visual sensory pollution in cuttlefish, not human illness or death from hazardous chemicals or pollution.\nscope: The project addresses cuttlefish communication, not human health impacts from the specified pollution exposure media.","checks":[{"evidence_ids":["s13","s10"],"id":"purpose","missing_evidence":null,"reason":"The project investigates visual sensory pollution in cuttlefish, not human illness or death from hazardous chemicals or pollution.","status":"not_met"},{"evidence_ids":["s13","s10"],"id":"scope","missing_evidence":null,"reason":"The project addresses cuttlefish communication, not human health impacts from the specified pollution exposure media.","status":"not_met"}],"missingEvidence":[],"evidence":[{"end":1755,"kind":"text","quote":"The second axis will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","start":1595,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"},{"end":1328,"kind":"text","quote":"Nonetheless, the consequences could be severe as turbid oceanic areas are currently expanding along with anthropogenic activity.","start":1200,"text_hash":"15bab811642f77fc36edc49cdad919094b51a0143e13fc011b952ae0ee1ab4f1"}],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","originalAssertionId":"30d559153520936fdf71a9b91e2e86ac672c050c5eee8e871cb699ec52db963f","methodVersion":"mesh-semantic-contract-2.4.7","model":"mlx-community/Qwen3.5-9B-4bit","modelRevision":"8b2b98c00a6b4d291155e4890773ca8f769aee53","rubricHash":"eb22ac81bf93a8115fadeb54735348ab205cc8e2472ee5c578f0836079d5c15b","recordedAt":"2026-09-28T19:04:06.702470+00:00","reviewHistory":[],"validTime":{"kind":"unknown"},"contractVersion":"mesh-semantic-contract-2.4.7","claimBasis":null,"activityBinding":{"activity_ids":["act-da3a5a5383aefdf90061635a"],"activity_refs":["a13"],"binding_version":"mesh-activity-binding-v3.2","check_evidence":{"purpose":{"activity_evidence_ids":["s13"],"context_evidence_ids":["s10"]},"scope":{"activity_evidence_ids":["s13"],"context_evidence_ids":["s10"]}},"check_units":{"purpose":["a13"],"scope":["a13"]},"code_owned_checks":[],"model_selected_units":["a13"],"pathway":null,"selected_units":[{"activity_id":"act-da3a5a5383aefdf90061635a","conditions":null,"description":"The project will evaluate the impact of visual sensory pollution on polarized communication by applying incremental turbidity to the cuttlefish environment.","evidence_ids":["s13"],"modality":"planned","ownership":"current_project","ref":"a13","role":"activity","support_eligible":true}],"sheet_cache_key":"fc76cdc145ed90f17bd4a352296baeb0b6b2fbeb80afbbb2f16af34eb69a7b3c","sheet_sha256":"2425bfea9b89b7958c03a5d8a416ed9b247d4ead37d9cfe2ee67c737e8cae45e","sheet_version":"mesh-activity-sheet-v3","source_version":"c70706a13637874000bc3f40a89263254a6d8e68bed71bddafa54ff58c82f5a7","unit_derivation":"code_from_cited_passages"},"bindingReviewFlags":[],"contributionRoute":null,"explanationStatus":"unreviewed_model_interpretation","sheetFidelity":"unreviewed_model_extraction","entailmentVerified":false,"sourceRun":"research/cordis/classification/qwen35-9b-mesh24-real400v35-20260928","rubricKind":"authored","candidateSource":"model_target_nomination:rules","navigationEligible":false},{"code":"14.3","uri":"http://data.europa.eu/sdg/14.3","name":"Minimize and address the impacts of ocean acidification, including through enhanced scientific cooperation at all levels","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.4","uri":"http://data.europa.eu/sdg/14.4","name":"By 2020, effectively regulate harvesting and end overfishing, illegal, unreported and unregulated fishing and destructive fishing practices and implement science-based management plans, in order to restore fish stocks in the shortest time feasible, at least to levels that can produce maximum sustainable yield as determined by their biological characteristics","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.5","uri":"http://data.europa.eu/sdg/14.5","name":"By 2020, conserve at least 10 per cent of coastal and marine areas, consistent with national and international law and based on the best available scientific information","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.7","uri":"http://data.europa.eu/sdg/14.7","name":"By 2030, increase the economic benefits to small island developing States and least developed countries from the sustainable use of marine resources, including through sustainable management of fisheries, aquaculture and tourism","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"14.b","uri":"http://data.europa.eu/sdg/14.b","name":"Provide access for small-scale artisanal fishers to marine resources and markets","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false},{"code":"15","uri":"http://data.europa.eu/sdg/15","name":"Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss","state":"not_assessed","strength":"partial","assertionId":null,"revision":null,"reviewStatus":"not_assessed","reason":"assessment_pending","failureDetail":"pending/not_enqueued","quote":"","checks":[],"evidence":[],"sourceVersion":"52af894bde0c73ee7115e22ad503299c73c3d7f65c4a8f52e11517f70e9bc13b","semanticDecision":null,"contractVersion":"mesh-semantic-contract-2.4.5","navigationEligible":false}],"real":true,"cordis":{"acronym":"FOCUS","title":"Understanding the unseen: Function Of CUttlefish polarisation Signalling","status":"SIGNED","startDate":"2025-02-20","endDate":"2027-02-19","ecSignatureDate":"2024-04-17","totalCost":0.0,"ecMaxContribution":211754.88,"frameworkProgramme":"HORIZON","fundingScheme":"HORIZON-TMA-MSCA-PF-EF","masterCall":"HORIZON-MSCA-2023-PF-01","subCall":"HORIZON-MSCA-2023-PF-01","grantDoi":"10.3030/101151077","keywords":["Turbidity","Polarisation","Communication","Behavioural Ecology","Visual ecology","Neural processing","Cephalopods"],"contentUpdateDate":"2024-04-22 17:57:28","topics":[{"code":"HORIZON-MSCA-2023-PF-01-01","title":"MSCA Postdoctoral Fellowships 2023"}],"legalBasis":[{"code":"HORIZON.1.2","title":"Marie Skłodowska-Curie Actions (MSCA)","main":true}],"euroSciVoc":[{"code":"/23/45/277/829","path":"natural sciences/earth and related environmental sciences/environmental sciences/pollution","title":"pollution"}],"policyPriorities":{"digitalAgenda":40.0,"cleanAir":100.0,"ai":40.0,"climate":100.0,"biodiversity":40.0},"organisations":[{"name":"UNIVERSITE DE CAEN NORMANDIE","shortName":"UNICAEN","role":"coordinator","country":"FR","city":"Caen Cedex 5","activityType":"HES","sme":false,"ecContribution":211754.88,"totalCost":0.0,"geolocation":[49.188978762,-0.363844228],"order":1}],"topicDetails":[{"identifier":"HORIZON-MSCA-2023-PF-01-01","title":"MSCA Postdoctoral Fellowships 2023","callIdentifier":"HORIZON-MSCA-2023-PF-01","callTitle":"MSCA Postdoctoral Fellowships 2023","programme":"Horizon Europe (HORIZON)","programmeDivisions":["Marie Skłodowska-Curie Actions (MSCA)","Excellent Science","Horizon Europe (HORIZON)"],"typeOfAction":"HORIZON-TMA-MSCA-PF-EF HORIZON TMA MSCA Postdoctoral Fellowships - European Fellowships","typeOfMGA":["HORIZON Unit Grant"],"status":"Closed","openingDate":"2023-04-12","deadlineDates":["2023-09-13"],"budget":{"budgetByYear":{"2023":"221400000"},"expectedGrants":0,"minContribution":0,"maxContribution":0,"deadlineModel":"single-stage"},"keywords":[],"description":"Expected Outcome:Project results are expected to contribute to the following outcomes:\nFor supported postdoctoral fellows\n• Increased set of research and transferable skills and competences, leading to improved employability and career prospects of MSCA postdoctoral fellows within academia and beyond;\n• New mind-sets and approaches to R&I work forged through international, inter-sectoral and interdisciplinary experience;\n• Enhanced networking and communication capacities with scientific peers, as well as with the general public that will increase and broaden the research and innovation impact.\nFor participating organisations\n• Increased alignment of working conditions for researchers in accordance with the principles set out in the European Charter for Researchers and the Code of Conduct for the Recruitment of Researchers;\n• Enhanced quality and sustainability of research training and supervision;\n• Increased global attractiveness, visibility and reputation of the participating organisation(s);\n• Stronger R&I capacity and output among participating organisations; better transfer of knowledge;\n• Regular feedback of research results into teaching and education at participating organisations.\nScope:Fellowships will be provided to excellent researchers undertaking international mobility. Applications will be made jointly by the researcher and a beneficiary in the academic or non-academic sector.\nPostdoctoral Fellowships either can take place in Europe (i.e. in an EU Member State or a Horizon Europe Associated Country) or in a Third Country not associated to Horizon Europe:\n• European Postdoctoral Fellowships are open to researchers of any nationality who wish to engage in R&I projects by either coming to Europe from any country in the world or moving within Europe. The standard duration of these fellowships must be between 12 and 24 months.\n• Global Postdoctoral Fellowships are open to European nationals or long-term residents[1] who wish to engage in R&I projects with organisations outside EU Member States and Horizon Europe Associated Countries. These fellowships require an outgoing phase of minimum 12 and maximum 24 months in a non-associated Third Country, and a mandatory 12-month return phase to a host organisation based in an EU Member State or a Horizon Europe Associated Country.\nSpecific eligibility conditions apply to MSCA Postdoctoral Fellowships in the research areas covered by the Euratom Research and Training Programme 2021-2025[1].\nSecondments\nResearchers receiving a Postdoctoral Fellowship may opt to include a secondment phase, within the overall duration of their fellowship in any country worldwide. The secondment phase can be a single period or be divided into shorter mobility periods.\nFor European Postdoctoral Fellowships, secondments cannot exceed one third of the requested duration of the action (excluding from the duration of the action any additional period for a non-academic placement) and should be in line with the project objectives, adding significant value and impact to the fellowship.\nFor Global Postdoctoral Fellowships, optional secondments are permitted for up to one third of the outgoing phase. A maximum of three months of such secondments can be spent at the start of the project at the beneficiary (or associated partners linked to the beneficiary), allowing the researcher to spend time there before going to the associated partner in the Third Country. This period of maximum three months will be considered as part of the outgoing phase.\nSecondments cannot take place during the mandatory twelve-month return period to the host organisation in an EU Member State or Horizon Europe Associated Country.\nPlacements in the non-academic sector\nPostdoctoral Fellowships can provide an additional period of up to six months to support researchers opting for a placement at the end of the project to work on R&I projects in an organisation from the non-academic sector established in an EU Member State or Horizon Europe Associated Country[3]. While this possibility is also available to fellows recruited in the non-academic sector, such a placement must be implemented at a different non-academic host organisation established in an EU Member State or Horizon Europe Associated Country[4]. The request for such a non-academic placement must be an integral part of the proposal, explaining the added-value for the project and for the career development of the researcher, and will be subject to evaluation. This incentive aims at promoting career moves between sectors and organisations and thereby stimulate innovation and knowledge transfer while expanding career opportunities for researchers.\nIf the placement does not meet the requirements (taking place in an academic organisation or in a Third Country), the proposal will be evaluated without taking into account the placement. This might affect the final score.\nTraining activities\nThe training activities implemented under the Postdoctoral Fellowships should include training for key transferable skills[5], foster innovation and entrepreneurship, (e.g. commercialisation of results, Intellectual Property Rights, communication, public engagement and citizen science), foster good scientific conduct such as research integrity and promote Open Science practices (open access to publications and to other research outputs including data, FAIR data management, societal engagement and citizen science etc.).\nCareer Development Plan\nIn order to equip MSCA postdoctoral fellows with skills that enhance and expand their career opportunities inside and outside academia, a Career Development Plan should be established jointly by the supervisor(s) and the researcher. In addition to research objectives, this plan should comprise the researcher's training and career needs, including training on transferable skills, teaching, planning for publications and participation in conferences and events aiming at opening science and research to citizens. The Plan will ","descriptionTruncated":true,"portalUrl":"https://ec.europa.eu/info/funding-tenders/opportunities/portal/screen/opportunities/topic-details/HORIZON-MSCA-2023-PF-01-01"}]}}
