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delphisci dataset-resolvability assessor (Gemini 4 Argon)
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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.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-2009-helical-networks-07--gemini
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.
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/resource/assessment/buehler-2009-helical-networks-07--gemini
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-2009-helical-networks-07--gemini
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini
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/resource/assessment/buehler-2009-helical-networks-07--gemini
https://w3id.org/delphi/ontology/hasConfidence
0.85
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini
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/assessment/buehler-2009-helical-networks-07--gemini
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https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-2
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini
https://w3id.org/delphi/ontology/hasScore
0.818
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini
https://w3id.org/delphi/ontology/hasVerdict
resolvable-now
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http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--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
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--analysis-feasibility
http://www.w3.org/ns/prov#wasAttributedTo
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dataset-resolvability/0.2.0/analysis-feasibility
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https://w3id.org/delphi/ontology/hasScore
0.85
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--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
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-adequacy
http://www.w3.org/ns/prov#wasAttributedTo
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0.75
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Data existence of buehler-2009-helical-networks-07 by Gemini 4 Argon: 0.8
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-existence
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-2009-helical-networks-07--gemini--data-existence
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dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-existence
https://w3id.org/delphi/ontology/hasScore
0.8
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--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-2009-helical-networks-07--gemini--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
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--discriminating-power
http://www.w3.org/ns/prov#wasAttributedTo
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https://w3id.org/delphi/ontology/hasScore
0.8
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http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2009-helical-networks-07 by Gemini 4 Argon: 0.9
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--operationalizability
http://www.w3.org/ns/prov#wasAttributedTo
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--operationalizability
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https://w3id.org/delphi/ontology/hasScore
0.9
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https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-07
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini--data-adequacy
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--data-existence
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--discriminating-power
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https://w3id.org/delphi/ontology/hasAssessment
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
http://purl.org/dc/terms/description
open-access model specification and stress-strain regime parameters for the mesoscale network
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--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-2009-helical-networks-07--gemini--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: Ackbarow et al. 2009 PLoS ONE Full Text and Parameter Table
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://doi.org/10.1371/journal.pone.0006015
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-2
http://purl.org/dc/terms/description
open-source MD code to compute the small-strain modulus, peak strength, and crack-tip geometry before failure
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-2
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-07--gemini--dataset-2
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: LAMMPS Molecular Dynamics Simulator
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-07--gemini--dataset-2
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.lammps.org/
https://w3id.org/delphi/resource/model/gemini-4-argon-medium
http://purl.org/dc/terms/identifier
gemini-4-argon-medium
https://w3id.org/delphi/resource/model/gemini-4-argon-medium
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LanguageModel
https://w3id.org/delphi/resource/model/gemini-4-argon-medium
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
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http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
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http://www.w3.org/ns/prov#Activity
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http://www.w3.org/ns/prov#wasAssociatedWith
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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http://www.w3.org/ns/prov#hadPlan
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/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
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http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-07--gemini
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
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/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
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http://purl.org/nanopub/x/hasAlgorithm
RSA
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http://purl.org/nanopub/x/hasPublicKey
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https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU
https://w3id.org/np/RAL4n1Uk5WWm98d9skpCqw4oL2U2nxIqqmhqbqmJLJ5FU/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192