@prefix this: <https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A> .
@prefix sub: <https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/> .
@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 {
  this: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
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    a prov:SoftwareAgent;
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    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-2009-helical-networks-06--gemini>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:description "The Griffith scaling exponent of -0.5 for a centre-cracked linear elastic panel is an exact analytical benchmark, and the mesoscale simulation data needed to fit the power-law exponent can be regenerated in LAMMPS from the fully specified open-access model. Even allowing for minor thermal fluctuations in NVT trajectories, an exponent near -0.036 is more than an order of magnitude flatter than -0.5, giving very high discriminating power against linear elastic fracture mechanics.";
    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: Fit a power law to the simulated failure strain versus relative crack size across the centre-cracked mesoscale alpha-helix networks in LAMMPS, and compare the fitted exponent against the classical Griffith linear elastic fracture mechanics prediction of -0.5. The claim is confirmed if the simulation exponent is near -0.0362 and statistically incompatible with -0.5.";
    <http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2009-helical-networks-06: resolvable-now, resolvability 0.88";
    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> "Experimental notched-panel scaling measurements on biological intermediate filament networks across a wide range of relative crack sizes are not available in public datasets.";
    <https://w3id.org/delphi/ontology/hasConfidence> "0.85"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasEvidence> <https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gemini--dataset-1>,
      <https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gemini--dataset-2>;
    <https://w3id.org/delphi/ontology/hasScore> "0.878"^^xsd:double;
    <https://w3id.org/delphi/ontology/hasVerdict> "resolvable-now" .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--analysis-feasibility>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-2009-helical-networks-06 by Gemini 4 Argon: 0.9";
    prov:wasAttributedTo <https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>;
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  <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-adequacy>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
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    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy>;
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    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> "0.8"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-existence>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-2009-helical-networks-06 by Gemini 4 Argon: 0.85";
    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-existence";
    <https://w3id.org/delphi/ontology/hasScore> "0.85"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--discriminating-power>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini>;
    dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Discriminating power of buehler-2009-helical-networks-06 by Gemini 4 Argon: 0.9";
    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> "0.9"^^xsd:double .
  
  <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability>
    a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
    dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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-2009-helical-networks-06 by Gemini 4 Argon: 0.95";
    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> "0.95"^^xsd:double .
  
  <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--gemini>,
      <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--analysis-feasibility>,
      <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-adequacy>,
      <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-existence>,
      <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--discriminating-power>,
      <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gemini--dataset-1>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "open-access specification of the centre-cracked panel simulations and power-law scaling analysis";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: Ackbarow et al. 2009 PLoS ONE Full Text and Parameter Table";
    prov:wasDerivedFrom <https://doi.org/10.1371/journal.pone.0006015> .
  
  <https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gemini--dataset-2>
    a <https://w3id.org/delphi/ontology/EvidenceItem>;
    dc:description "open-source simulation package for generating failure strain versus relative crack size data";
    <http://www.w3.org/2000/01/rdf-schema#label> "Candidate dataset: LAMMPS Molecular Dynamics Simulator";
    prov:wasDerivedFrom <https://www.lammps.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-2.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 {
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      "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-2009-helical-networks-06--gemini>;
    <http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2009-helical-networks-06: resolvable-now, resolvability 0.88";
    <https://w3id.org/delphi/ontology/domain> <https://w3id.org/delphi/resource/domain/buehler-protein-materials> .
  
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