https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/Head https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assertion https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/provenance https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/pubinfo https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/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-helical-networks-06--gpt http://purl.org/dc/terms/description The rival predictions are explicit and widely separated, giving high discriminating power. The published model can be reimplemented and the fit performed with standard methods in a short computational study. https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt http://www.w3.org/2000/01/rdf-schema#comment Proposed test with existing data: Recompute failure strain over the published range of relative crack sizes, fit a power law with uncertainty, and compare its exponent with the LEFM prediction of -0.5. An exponent statistically near -0.0362 and clearly excluding -0.5 supports the claim; compatibility with -0.5 or unstable scaling refutes it. https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt http://www.w3.org/2000/01/rdf-schema#label GPT-5.6 Sol on buehler-2009-helical-networks-06: resolvable-now, resolvability 0.87 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/evidenceAgainst Finite-size effects can mimic weak crack-size dependence. https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/evidenceAgainst The fitted exponent may depend on the crack-size range and number of simulated points. https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/hasConfidence 0.87 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/hasEvidence https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gpt--dataset-1 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/hasScore 0.871 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/ontology/hasVerdict resolvable-now https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--analysis-feasibility http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt--analysis-feasibility http://www.w3.org/2000/01/rdf-schema#label Analysis feasibility of buehler-2009-helical-networks-06 by GPT-5.6 Sol: 0.86 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--analysis-feasibility https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/analysis-feasibility https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--analysis-feasibility https://w3id.org/delphi/ontology/hasScore 0.86 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-adequacy http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt--data-adequacy http://www.w3.org/2000/01/rdf-schema#label Data adequacy of buehler-2009-helical-networks-06 by GPT-5.6 Sol: 0.78 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--data-adequacy https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/data-adequacy https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-adequacy https://w3id.org/delphi/ontology/hasScore 0.78 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-existence http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt--data-existence http://www.w3.org/2000/01/rdf-schema#label Data existence of buehler-2009-helical-networks-06 by GPT-5.6 Sol: 0.8 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--data-existence https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/data-existence https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-existence https://w3id.org/delphi/ontology/hasScore 0.8 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--discriminating-power http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt--discriminating-power http://www.w3.org/2000/01/rdf-schema#label Discriminating power of buehler-2009-helical-networks-06 by GPT-5.6 Sol: 0.95 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--discriminating-power https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/discriminating-power https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--discriminating-power https://w3id.org/delphi/ontology/hasScore 0.95 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--operationalizability http://purl.org/dc/terms/isPartOf https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--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-helical-networks-06--gpt--operationalizability http://www.w3.org/2000/01/rdf-schema#label Operationalizability of buehler-2009-helical-networks-06 by GPT-5.6 Sol: 0.98 https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--operationalizability https://w3id.org/delphi/ontology/assessmentType dataset-resolvability/0.2.0/operationalizability https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--operationalizability https://w3id.org/delphi/ontology/hasScore 0.98 https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--analysis-feasibility https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-adequacy https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--data-existence https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--discriminating-power https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06 https://w3id.org/delphi/ontology/hasAssessment https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt--operationalizability https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gpt--dataset-1 http://purl.org/dc/terms/description open software for generating the model-specific crack-size response https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--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-helical-networks-06--gpt--dataset-1 http://www.w3.org/2000/01/rdf-schema#label Candidate dataset: LAMMPS https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gpt--dataset-1 http://www.w3.org/ns/prov#wasDerivedFrom https://www.lammps.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/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/provenance https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/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/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-2.json https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assertion http://www.w3.org/ns/prov#wasDerivedFrom https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0 https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assertion http://www.w3.org/ns/prov#wasGeneratedBy https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assessment https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assessment http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Activity https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assessment http://www.w3.org/ns/prov#qualifiedAssociation https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/assessmentPlan https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/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/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/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/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/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/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://purl.org/dc/terms/created 2026-11-08T04:48:50.317Z https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://purl.org/dc/terms/creator https://orcid.org/0009-0007-4948-9192 https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://purl.org/nanopub/x/hasNanopubType https://w3id.org/delphi/ontology/LLMClaimAssessment https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://purl.org/nanopub/x/introduces https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gpt https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ http://www.w3.org/2000/01/rdf-schema#label GPT-5.6 Sol on buehler-2009-helical-networks-06: resolvable-now, resolvability 0.87 https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ https://w3id.org/delphi/ontology/domain https://w3id.org/delphi/resource/domain/buehler-protein-materials https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/sig http://purl.org/nanopub/x/hasPublicKey MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/sig http://purl.org/nanopub/x/hasSignature lOVf4KbVbPSl1aPvLvjf8wqiGiLLl0Ldq8CsXGwV2Cyx9AQ6pDSNUaJOJYdGCpY6Vw2ouNT/qdMK64dziUKSPdwJnsR4VLrQArTr8TBJNc3FfBAaZOEQUfprQtU2/sIiBKA2kqPG5fTY48tZfGion48mUdG0rUaGYV8uBkoAXW/Yv7+fcZjZPd8gaoXzY0IF4stBUFQIZAOvfFg+uk1qd3ytkdeJdWBI0o4KGupv1hr3d32OqrcMrJXngm178rEuhGZB2C97QvgQ9gyiO9tj0UdyvnyXj64v11DpPbNgB7wf2uLrdAduyihGnsGg/9wDiL1FnveKyQncYRrWV+lvWA== https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ https://w3id.org/np/RA12NkUXFRDzhHiAOFUGoZJvaG39nen3OnkXpXaiIkbgQ/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0009-0007-4948-9192