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https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assertion
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http://www.w3.org/ns/prov#SoftwareAgent
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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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The mechanical principle—that dividing a long shear interface into smaller clusters below the shear-lag/confinement length increases load sharing and total strength—can be tested computationally and checked against structural dimensions of beta-crystallites in the PDB. However, because the abstract leaves the exact nanocomposite topology under-specified and real protein materials have confounding mesoscale features, existing data only partially resolve the claim across its biological scope.
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--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-2008-hbond-confinement-03--gemini
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Compare the ultimate tensile/shear strength and toughness of serial/parallel arrays of short beta-sheet nanocrystallites (each <= 4 H-bonds per cluster) against a single continuous beta-sheet of equal total H-bond count in coarse-grained or atomistic MD, and check whether natural high-strength beta-sheet materials (spider silk, amyloid, titin) exhibit sub-critical cluster dimensions in PDB/WAXS data.
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2008-hbond-confinement-03: partially-resolvable, resolvability 0.61
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--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-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
Bulk mechanical strength in real silk, amyloid, and muscle depends on higher-order hierarchical features (amorphous matrix, hydration, spinning conditions) that confound single-factor attribution to H-bond cluster size.
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
The abstract does not specify the exact inter-cluster linker geometry or loading arrangement required to define the nanocomposite architecture.
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/hasConfidence
0.75
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--gemini--dataset-1
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https://w3id.org/delphi/ontology/hasEvidence
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https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/hasScore
0.608
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
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http://purl.org/dc/terms/isPartOf
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2008-hbond-confinement-03 by Gemini 4 Argon: 0.65
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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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https://w3id.org/delphi/ontology/hasScore
0.65
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https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2008-hbond-confinement-03 by Gemini 4 Argon: 0.55
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0.55
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Data existence of buehler-2008-hbond-confinement-03 by Gemini 4 Argon: 0.6
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0.6
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https://w3id.org/delphi/ontology/LLMClaimAssessment
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http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2008-hbond-confinement-03 by Gemini 4 Argon: 0.6
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0.6
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Operationalizability of buehler-2008-hbond-confinement-03 by Gemini 4 Argon: 0.65
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--operationalizability
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
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0.65
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https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--data-existence
https://w3id.org/delphi/resource/claim/buehler-2008-hbond-confinement-03
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2008-hbond-confinement-03
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--gemini--dataset-1
http://purl.org/dc/terms/description
Structures of beta-sheet-rich domains (amyloid fibrils, silk motifs, muscle titin Ig domains) to measure H-bond cluster sizes in load-bearing architectures
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--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-2008-hbond-confinement-03--gemini--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: RCSB Protein Data Bank
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--gemini--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.rcsb.org/
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--gemini--dataset-2
http://purl.org/dc/terms/description
Open simulation engine for modeling multi-cluster beta-sheet nanocomposites versus monolithic sheets under load
https://w3id.org/delphi/resource/evidence/buehler-2008-hbond-confinement-03--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-2008-hbond-confinement-03--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-2008-hbond-confinement-03--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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http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gemini/batch-1.json
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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/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessment
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessment
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http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessmentPlan
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessment
http://www.w3.org/ns/prov#wasAssociatedWith
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/assessmentPlan
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https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/README.md
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/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/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
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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/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2008-hbond-confinement-03--gemini
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2008-hbond-confinement-03: partially-resolvable, resolvability 0.61
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/sig
http://purl.org/nanopub/x/hasSignature
MdbNx41f/U8gWFGPOvAE8pveg5bv0Lz9+cckz8bjIFyFivz71b8bvGUolxDGBm2gYUIzAhJN4JtkrWKk4fvCgvnXiPRaKrUi7JKSFWiG+8k6Irn7guc49z38QSeQjewjcelNIQCikUMTsMfNcrMkZXguCKSnysMvsAfKTnjGVHu5SZlZ4xHD38XL4bBpaWqKC2j8zwZGcresoO8fZ1DCCFinbdXyNSNp/iGHi33j9ptG2lWqAy7QMDHe1tF/7dmYIbqxBIVN9p6H/N01Vc2tSoPeyonE/V2wx1DbUZYoGPn5891zHILWpgS4yGZSM+RbCqCkilXjYTWEHmugjSjTGQ==
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU
https://w3id.org/np/RA8PwU0vP_4hI2u6prt_L8qf_P0uveD5gIHFJVddDLEpU/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192