https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
.trig | .trig.txt | .jelly | .jelly.txt | .jsonld | .jsonld.txt | .nq | .nq.txt | .xml | .xml.txt
@prefix this: <https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU> .
@prefix sub: <https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU/> .
@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 {
<https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium>
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-2009-helical-networks-07--gemini>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:description "Both the ratio of peak strength to initial modulus (~600 MPa / 56 MPa ≈ 11) and the occurrence of geometric blunting before fracture are directly measurable from the open-access mesoscale LAMMPS model and can also be checked directly from the published parameter table. Because the Hui et al. criterion for elastic blunting simply requires the strength-to-modulus ratio to exceed unity, the factor of 11 provides a wide margin that is robust to minor simulation details.";
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: Extract the small-strain elastic modulus E_0 and maximum strength sigma_max from the flawless mesoscale network stress-strain curve in LAMMPS, verify that sigma_max / E_0 is approximately 600 MPa / 56 MPa ≈ 11 > 1 (satisfying the Hui et al. elastic crack-tip blunting criterion), and inspect cracked simulation trajectories for large geometric crack-tip blunting prior to bond rupture.";
<http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2009-helical-networks-07: resolvable-now, resolvability 0.82";
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> "In the piecewise-linear model, the large strength-to-modulus ratio comes from H-bond uncoiling followed by stiff covalent backbone stretching rather than purely reversible hyperelasticity assumed in classical elastomer blunting theory.";
<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-07--gemini--dataset-1>,
<https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-2>;
<https://w3id.org/delphi/ontology/hasScore> "0.818"^^xsd:double;
<https://w3id.org/delphi/ontology/hasVerdict> "resolvable-now" .
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--analysis-feasibility>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-07 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/analysis-feasibility";
<https://w3id.org/delphi/ontology/hasScore> "0.85"^^xsd:double .
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-adequacy>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini>;
dc:subject <https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy>;
<http://www.w3.org/2000/01/rdf-schema#label> "Data adequacy of buehler-2009-helical-networks-07 by Gemini 4 Argon: 0.75";
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> "0.75"^^xsd:double .
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-existence>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-07 by Gemini 4 Argon: 0.8";
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> "0.8"^^xsd:double .
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--discriminating-power>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-07 by Gemini 4 Argon: 0.8";
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> "0.8"^^xsd:double .
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--operationalizability>
a <https://w3id.org/delphi/ontology/LLMClaimAssessment>;
dc:isPartOf <https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-07 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/operationalizability";
<https://w3id.org/delphi/ontology/hasScore> "0.9"^^xsd:double .
<https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-07> <https://w3id.org/delphi/ontology/hasAssessment>
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini>,
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--analysis-feasibility>,
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-adequacy>,
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-existence>,
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--discriminating-power>,
<https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--operationalizability> .
<https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-1>
a <https://w3id.org/delphi/ontology/EvidenceItem>;
dc:description "open-access model specification and stress-strain regime parameters for the mesoscale network";
<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-07--gemini--dataset-2>
a <https://w3id.org/delphi/ontology/EvidenceItem>;
dc:description "open-source MD code to compute the small-strain modulus, peak strength, and crack-tip geometry before failure";
<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 {
<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-2009-helical-networks-07--gemini>;
<http://www.w3.org/2000/01/rdf-schema#label> "Gemini 4 Argon on buehler-2009-helical-networks-07: resolvable-now, resolvability 0.82";
<https://w3id.org/delphi/ontology/domain> <https://w3id.org/delphi/resource/domain/buehler-protein-materials> .
sub:sig npx:hasAlgorithm "RSA";
npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB";
npx:hasSignature "YmLDLrpOuje7pgFrbF1Ng4QbDkce7WG2PZ72EqLlW7gQYC4XyFcPZiLZblQp221Ss5Eq9j4jrFf9qNg6E8m3rpzJl065N7+m3G3nFGhZVSbsOQ5/5KLI5zyKaAry25TXcX32Y6ZOJPDPR4yzQo9PA+inVkcFaqQIby6mB2OIocn5FLer2PFBoHOjkfQgqSp7WTiFAcuXC8MMvRjtJw3WVJu7q1e/JAUpOtkaGZK9XSeEpEi0ycN2Hb0oVSsBhTcxYFmo/PhDSeBAjB4wdM8gdHfaxurIw2tj54GTeuyo/2UEXTlr97BrgmXA8Hy04qwB1gEk8CgLB4aqFbAzM7SiFg==";
npx:hasSignatureTarget this:;
npx:signedBy <https://orcid.org/0009-0007-4948-9192> .
}