https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/Head https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/provenance https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/pubinfo https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#SoftwareAgent https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium http://www.w3.org/2000/01/rdf-schema#label delphisci dataset-resolvability assessor (GPT-5.6 Sol) https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium http://www.w3.org/ns/prov#actedOnBehalfOf https://orcid.org/0009-0007-4948-9192 https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/ontology/usesModel https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://purl.org/dc/terms/description The methodological capability can be benchmarked after choosing proteins, failure modes, and prediction criteria, but those choices substantially narrow the stated scope. Public structures are abundant, while matched structure, loading history, failure, and disease-progression data are sparse. Existing resources can therefore test examples and proxies, not the broad claim as stated. https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://www.w3.org/2000/01/rdf-schema#comment Proposed test with existing data: Select specified protein materials and failure modes, derive predicted failure loads or pathways from structural and mechanical models, and compare them with independent structural and mechanical measurements. Accurate out-of-sample prediction across the selected systems would support the claim; systematic prediction failure would refute that restricted reading. https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://www.w3.org/2000/01/rdf-schema#label GPT-5.6 Sol on buehler-2009-extreme-conditions-01: partially-resolvable, resolvability 0.41 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/evidenceAgainst Disease progression is much broader than material failure alone. https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/evidenceAgainst Mechanical measurements are scattered across publications and experimental regimes. https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/evidenceAgainst The claim does not specify a prediction target or accuracy criterion. https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/hasConfidence 0.67 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/hasEvidence https://w3id.org/delphi/resource/evidence/buehler-2009-extreme-conditions-01--gpt--dataset-1 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/hasScore 0.415 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/ontology/hasVerdict partially-resolvable https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility http://www.w3.org/2000/01/rdf-schema#label Analysis feasibility of buehler-2009-extreme-conditions-01 by GPT-5.6 Sol: 0.45 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/analysis-feasibility https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility https://w3id.org/delphi/ontology/hasScore 0.45 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy http://www.w3.org/2000/01/rdf-schema#label Data adequacy of buehler-2009-extreme-conditions-01 by GPT-5.6 Sol: 0.25 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/data-adequacy https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy https://w3id.org/delphi/ontology/hasScore 0.25 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence http://www.w3.org/2000/01/rdf-schema#label Data existence of buehler-2009-extreme-conditions-01 by GPT-5.6 Sol: 0.55 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/data-existence https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence https://w3id.org/delphi/ontology/hasScore 0.55 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power http://www.w3.org/2000/01/rdf-schema#label Discriminating power of buehler-2009-extreme-conditions-01 by GPT-5.6 Sol: 0.35 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/discriminating-power https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power https://w3id.org/delphi/ontology/hasScore 0.35 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability http://purl.org/dc/terms/subject https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability http://www.w3.org/2000/01/rdf-schema#label Operationalizability of buehler-2009-extreme-conditions-01 by GPT-5.6 Sol: 0.45 https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/operationalizability https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability https://w3id.org/delphi/ontology/hasScore 0.45 https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--analysis-feasibility https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-adequacy https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--data-existence https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--discriminating-power https://w3id.org/delphi/resource/claim/buehler-2009-extreme-conditions-01 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt--operationalizability https://w3id.org/delphi/resource/evidence/buehler-2009-extreme-conditions-01--gpt--dataset-1 http://purl.org/dc/terms/description experimental protein structures for constructing and checking material models https://w3id.org/delphi/resource/evidence/buehler-2009-extreme-conditions-01--gpt--dataset-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/EvidenceItem https://w3id.org/delphi/resource/evidence/buehler-2009-extreme-conditions-01--gpt--dataset-1 http://www.w3.org/2000/01/rdf-schema#label Candidate dataset: RCSB Protein Data Bank https://w3id.org/delphi/resource/evidence/buehler-2009-extreme-conditions-01--gpt--dataset-1 http://www.w3.org/ns/prov#wasDerivedFrom https://www.rcsb.org/ https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium http://purl.org/dc/terms/identifier gpt-5.6-sol-medium https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/delphi/ontology/LanguageModel https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium http://www.w3.org/2000/01/rdf-schema#label GPT-5.6 Sol https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/provenance https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion http://www.w3.org/ns/prov#wasAttributedTo https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-4.json https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0 https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assertion http://www.w3.org/ns/prov#wasGeneratedBy https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessment https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessment http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Activity https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessment http://www.w3.org/ns/prov#qualifiedAssociation https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessmentPlan https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessment http://www.w3.org/ns/prov#wasAssociatedWith https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/assessmentPlan http://www.w3.org/ns/prov#hadPlan https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/pubinfo https://w3id.org/delphi/resource/domain/buehler-protein-materials http://www.w3.org/2000/01/rdf-schema#label buehler-protein-materials https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://purl.org/dc/terms/created 2026-11-08T04:48:50.317Z https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://purl.org/dc/terms/creator https://orcid.org/0009-0007-4948-9192 https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://purl.org/nanopub/x/hasNanopubType https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://purl.org/nanopub/x/introduces https://w3id.org/delphi/resource/assessment/buehler-2009-extreme-conditions-01--gpt https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc http://www.w3.org/2000/01/rdf-schema#label GPT-5.6 Sol on buehler-2009-extreme-conditions-01: partially-resolvable, resolvability 0.41 https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc https://w3id.org/delphi/ontology/domain https://w3id.org/delphi/resource/domain/buehler-protein-materials https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/sig http://purl.org/nanopub/x/hasSignature YKZGGYgwYyo70ZBD8PqRT+1721fpMAL31YuLje5RfmLMh6IjVVXGiHpxv3hU3/3jESHjMgmHjrrzsWi5CvvE1q+5A8m28BuJaWp1bI8yAxZDDOxRfc9mDTeo+eZlgV+XccqgB7M88FUoO+HolO3VZw1AbrLdC1xWkYH7S3hRJupPjwMRA6rrG91DfpZduBloxv4uWVUovH45x0zoXjb56lH7eAJL2UPv4TAd0G2CF3PtfvmolfcNjwBTjUZtJpeYg1gikv+IxHyZOhwMKgbLGYGahT/KBHgwr5Chh0cDlR/t5H3BUJfXkrlVRWB5noGE7jtya89aGye8zCbMnGpzrA== https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc https://w3id.org/np/RAVbWG5NPHEUHH5sA9eEjMway9nk8vS-zSL-4ow4uamrc/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0009-0007-4948-9192