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http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assertion
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http://www.w3.org/ns/prov#SoftwareAgent
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
http://www.w3.org/2000/01/rdf-schema#label
delphisci dataset-resolvability assessor (Gemini 4 Argon)
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http://www.w3.org/ns/prov#actedOnBehalfOf
https://orcid.org/0009-0007-4948-9192
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https://w3id.org/delphi/resource/model/gemini-4-argon-medium
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http://purl.org/dc/terms/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.
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
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-06--gemini
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.
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/resource/assessment/buehler-2009-helical-networks-06--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-06--gemini
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
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/resource/assessment/buehler-2009-helical-networks-06--gemini
https://w3id.org/delphi/ontology/hasConfidence
0.85
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
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/assessment/buehler-2009-helical-networks-06--gemini
https://w3id.org/delphi/ontology/hasEvidence
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https://w3id.org/delphi/ontology/hasScore
0.878
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
https://w3id.org/delphi/ontology/hasVerdict
resolvable-now
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http://purl.org/dc/terms/subject
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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-06--gemini--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
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--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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dataset-resolvability/0.2.0/analysis-feasibility
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https://w3id.org/delphi/ontology/hasScore
0.9
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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-06--gemini--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2009-helical-networks-06 by Gemini 4 Argon: 0.8
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-adequacy
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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dataset-resolvability/0.2.0/data-adequacy
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https://w3id.org/delphi/ontology/hasScore
0.8
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https://w3id.org/delphi/ontology/LLMClaimAssessment
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Data existence of buehler-2009-helical-networks-06 by Gemini 4 Argon: 0.85
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-existence
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dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--data-existence
https://w3id.org/delphi/ontology/hasScore
0.85
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
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http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--discriminating-power
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-06--gemini--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
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--discriminating-power
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-06--gemini--discriminating-power
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.9
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2009-helical-networks-06 by Gemini 4 Argon: 0.95
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability
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-06--gemini--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.95
https://w3id.org/delphi/resource/claim/buehler-2009-helical-networks-06
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https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
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--analysis-feasibility
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--data-adequacy
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--data-existence
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--discriminating-power
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--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--gemini--dataset-1
http://purl.org/dc/terms/description
open-access specification of the centre-cracked panel simulations and power-law scaling analysis
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--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-06--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-06--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-06--gemini--dataset-2
http://purl.org/dc/terms/description
open-source simulation package for generating failure strain versus relative crack size data
https://w3id.org/delphi/resource/evidence/buehler-2009-helical-networks-06--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-06--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-06--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
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/provenance
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assertion
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assertion
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
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assessment
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assessment
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http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
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http://www.w3.org/ns/prov#wasAssociatedWith
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/assessmentPlan
http://www.w3.org/ns/prov#hadPlan
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/pubinfo
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/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2009-helical-networks-06--gemini
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
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/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/sig
http://purl.org/nanopub/x/hasPublicKey
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https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A
https://w3id.org/np/RAlRCeoPzKz130QqO4D0SXOIsL5MRjN8KYz7G0Xucd40A/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192