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delphisci dataset-resolvability assessor (Gemini 4 Argon)
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http://purl.org/dc/terms/description
While energy dissipation and plastic zone size around a notch are operationalizable in principle, testing this mechanism requires spatially resolved strain fields around intrafibrillar defects. The paper is closed-access with no public simulation inputs, so re-implementing the authors' mesoscale mineralized-fibril model from the abstract alone would require new model development rather than routine analysis. Existing synchrotron X-ray scattering datasets on whole bone measure average fibril and mineral strain across thousands of fibrils rather than local yield zones around single-fibril flaws.
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Introduce a crack-like flaw into mineralized and unmineralized collagen fibril models or notched single fibrils under tension, and measure total dissipated work alongside the spatial extent of inelastic yield zones around the defect tip before catastrophic failure. Confirmation requires manifold higher energy dissipation in the mineralized fibril driven specifically by delocalized yield zones around the flaw.
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2007-nascent-bone-02: needs-new-data, resolvability 0.36
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
Neither the coarse-grained mineralized fibril potential nor the notched-fibril simulation geometry is available in public text or code repositories.
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
No open experimental dataset resolves nanoscale yield-zone fields around defined crack-like defects inside individual mineralized versus unmineralized collagen fibrils.
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/hasConfidence
0.75
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2007-nascent-bone-02--gemini--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/hasScore
0.365
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/delphi/ontology/hasVerdict
needs-new-data
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
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http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2007-nascent-bone-02 by Gemini 4 Argon: 0.35
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--analysis-feasibility
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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0.35
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https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
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https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--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-2007-nascent-bone-02--gemini--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2007-nascent-bone-02 by Gemini 4 Argon: 0.2
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--data-adequacy
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--data-adequacy
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0.2
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https://w3id.org/delphi/ontology/LLMClaimAssessment
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Data existence of buehler-2007-nascent-bone-02 by Gemini 4 Argon: 0.25
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http://www.w3.org/ns/prov#wasAttributedTo
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0.25
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https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
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http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2007-nascent-bone-02 by Gemini 4 Argon: 0.45
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http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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0.45
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Operationalizability of buehler-2007-nascent-bone-02 by Gemini 4 Argon: 0.6
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0.6
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https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--discriminating-power
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https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2007-nascent-bone-02--gemini--dataset-1
http://purl.org/dc/terms/description
open simulation engine in which a notched mineralized fibril model would need to be re-developed and tested
https://w3id.org/delphi/resource/evidence/buehler-2007-nascent-bone-02--gemini--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-2007-nascent-bone-02--gemini--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: LAMMPS Molecular Dynamics Simulator
https://w3id.org/delphi/resource/evidence/buehler-2007-nascent-bone-02--gemini--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.lammps.org/
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http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon
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https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gemini/batch-2.json
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http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
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http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/assessment
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http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/assessmentPlan
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/assessment
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https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md
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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/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
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http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2007-nascent-bone-02--gemini
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2007-nascent-bone-02: needs-new-data, resolvability 0.36
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
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http://purl.org/nanopub/x/hasPublicKey
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http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA
https://w3id.org/np/RADs0knUdh5tPRBTiV0rlN-A7J0gYrQ2GifPKoGuLm7WA/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192