@prefix this: <https://w3id.org/np/RAZSD7NEG0D9wNPmhbomJEyF64B_NRw8R4sb_z9hJSXBE> .
@prefix sub: <https://w3id.org/np/RAZSD7NEG0D9wNPmhbomJEyF64B_NRw8R4sb_z9hJSXBE/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix dc: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

sub:Head {
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    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
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    a prov:SoftwareAgent;
    <http://www.w3.org/2000/01/rdf-schema#label> "delphisci dataset-resolvability assessor (Gemini 4 Argon)";
    prov:actedOnBehalfOf <https://orcid.org/0009-0007-4948-9192>;
    <https://w3id.org/delphi/ontology/usesModel> <https://w3id.org/delphi/resource/model/gemini-4-argon-medium> .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:description "The structural prediction implied by the claim—that fibrous proteins undergoing strain-induced alpha-to-beta transitions possess alpha-helical domains longer than the critical ~26-residue length scale—can be tested directly using sequence and structure annotations in UniProt and the PDB. Published WAXS, FTIR, and Raman studies on wool, hair, hard alpha-keratin, hagfish slime threads, and vimentin also confirm strain-induced beta-sheet formation in specific materials. However, because mechanical spectroscopy data are scattered across the literature and 'universal' is not quantitatively bounded, existing open data only partially resolve the claim.";
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0>;
    <http://www.w3.org/2000/01/rdf-schema#comment> "Proposed test with existing data: Tabulate the length distribution of continuous alpha-helical coiled-coil domains in structural filament proteins (keratin, vimentin, lamin, myosin, fibrin) from UniProt and the PDB to test whether load-bearing filaments consistently exceed the 26-residue threshold, and cross-reference against published X-ray diffraction and Raman/FTIR tensile data documenting alpha-to-beta conversion. Confirmation requires that load-bearing alpha-helix-rich biomaterials predominantly have helix segments longer than 26 residues and exhibit beta-sheet formation under large tensile strain.";
    <http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2010-helix-sheet-02: partially-resolvable, resolvability 0.59";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0";
    <https://w3id.org/delphi/ontology/evidenceAgainst> "Calling the mechanism 'universal' across all alpha-helix-rich materials is broad and lacks a quantitative prevalence threshold for refutation.",
      "Experimental diffraction and spectroscopy measurements of strain-induced alpha-to-beta conversion in wool, hair, hoof, and cellular filaments are scattered across individual papers rather than compiled in a single open database.";
    <https://w3id.org/delphi/ontology/hasConfidence> "0.75"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasEvidence> <https://w3id.org/delphi/resource/evidence/buehler-2010-helix-sheet-02--gemini--dataset-1>,
      <https://w3id.org/delphi/resource/evidence/buehler-2010-helix-sheet-02--gemini--dataset-2>;
    <https://w3id.org/delphi/ontology/hasScore> "0.595"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasVerdict> "partially-resolvable" .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--analysis-feasibility>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Analysis feasibility of buehler-2010-helix-sheet-02 by Gemini 4 Argon: 0.75";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
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    <https://w3id.org/delphi/ontology/hasScore> "0.75"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--data-adequacy>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
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    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0/data-adequacy";
    <https://w3id.org/delphi/ontology/hasScore> "0.5"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--data-existence>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Data existence of buehler-2010-helix-sheet-02 by Gemini 4 Argon: 0.65";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
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    <https://w3id.org/delphi/ontology/hasScore> "0.65"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--discriminating-power>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power>;
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    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0/discriminating-power";
    <https://w3id.org/delphi/ontology/hasScore> "0.55"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--operationalizability>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Operationalizability of buehler-2010-helix-sheet-02 by Gemini 4 Argon: 0.55";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
    <https://w3id.org/delphi/ontology/assessmentType> "dataset-resolvability/0.2.0/operationalizability";
    <https://w3id.org/delphi/ontology/hasScore> "0.55"^^xsd:double .
  
  <https://w3id.org/delphi/resource/claim/buehler-2010-helix-sheet-02> <https://w3id.org/delphi/ontology/hasAssessment>
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--analysis-feasibility>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--data-adequacy>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--data-existence>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--discriminating-power>,
      <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini--operationalizability> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2010-helix-sheet-02--gemini--dataset-1>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "Curated protein sequence and domain annotations for keratins, intermediate filaments, myosin, and other fibrous alpha-helical proteins to measure coiled-coil segment lengths";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: UniProt Knowledgebase";
    prov:wasDerivedFrom <https://www.uniprot.org/> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2010-helix-sheet-02--gemini--dataset-2>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "Experimental 3D structures of coiled-coil and intermediate filament proteins for secondary-structure length statistics via DSSP";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: RCSB Protein Data Bank";
    prov:wasDerivedFrom <https://www.rcsb.org/> .
  
  <https://w3id.org/delphi/resource/model/gemini-4-argon-medium> a <https://w3id.org/delphi/ontology/LanguageModel>;
    dc:identifier "gemini-4-argon-medium";
    <http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
    prov:wasDerivedFrom <https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gemini/batch-3.json>,
      <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0>;
    prov:wasGeneratedBy sub:assessment .
  
  sub:assessment a prov:Activity;
    prov:qualifiedAssociation sub:assessmentPlan;
    prov:wasAssociatedWith <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium> .
  
  sub:assessmentPlan prov:hadPlan <https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md> .
}

sub:pubinfo {
  <https://w3id.org/delphi/resource/domain/buehler-protein-materials> <http://www.w3.org/2000/01/rdf-schema#label>
      "buehler-protein-materials" .
  
  this: dc:created "2026-11-08T04:48:50.317Z"^^xsd:dateTime;
    dc:creator <https://orcid.org/0009-0007-4948-9192>;
    dc:license <https://creativecommons.org/licenses/by/4.0/>;
    npx:hasNanopubType <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    npx:introduces <https://w3id.org/delphi/resource/assessment/buehler-2010-helix-sheet-02--gemini>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2010-helix-sheet-02: partially-resolvable, resolvability 0.59";
    <https://w3id.org/delphi/ontology/domain> <https://w3id.org/delphi/resource/domain/buehler-protein-materials> .
  
  sub:sig npx:hasAlgorithm "RSA";
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    npx:hasSignatureTarget this:;
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}