https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/Head
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http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assertion
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/provenance
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/pubinfo
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assertion
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
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)
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
http://www.w3.org/ns/prov#actedOnBehalfOf
https://orcid.org/0009-0007-4948-9192
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gemini-4-argon-medium
https://w3id.org/delphi/ontology/usesModel
https://w3id.org/delphi/resource/model/gemini-4-argon-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
http://purl.org/dc/terms/description
As a broad teleological statement, claiming that alpha-helices maximize robustness for minimal material is largely conceptual, but within the paper's stated scope ('as interpreted through the hierarchical Bell model') it reduces to comparing strength-per-residue across helical geometries (such as 3_10, alpha, and pi helices). Because the abstract does not define the exact mathematical objective function for 'robustness', only a proxy test under assumed objective functions is possible.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-2007-hierarchies-05--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-2007-hierarchies-05--gemini
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Define mechanical robustness as unfolding force or energy per amino acid residue in the hierarchical Bell model and compare the alpha-helix (3.6 residues/turn) against alternative helical pitches (3_10-helix, pi-helix) and random-coil backbones.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2007-hierarchies-05: partially-resolvable, resolvability 0.34
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
Any optimality result depends heavily on which class of counterfactual polymer architectures is included in the comparison.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/evidenceAgainst
Terms such as 'robustness' and 'minimal use of building materials' are qualitative and admit multiple non-equivalent mathematical definitions.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/hasConfidence
0.75
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-05--gemini--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/hasScore
0.345
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
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-hierarchies-05--gemini--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2007-hierarchies-05 by Gemini 4 Argon: 0.5
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
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-hierarchies-05--gemini--analysis-feasibility
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/analysis-feasibility
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.5
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-adequacy
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-hierarchies-05--gemini--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2007-hierarchies-05 by Gemini 4 Argon: 0.3
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-hierarchies-05--gemini--data-adequacy
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-adequacy
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.3
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-existence
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-data-existence
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-existence
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-hierarchies-05--gemini--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2007-hierarchies-05 by Gemini 4 Argon: 0.4
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-2007-hierarchies-05--gemini--data-existence
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/data-existence
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-existence
https://w3id.org/delphi/ontology/hasScore
0.4
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--discriminating-power
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-2007-hierarchies-05--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-2007-hierarchies-05--gemini--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2007-hierarchies-05 by Gemini 4 Argon: 0.25
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-2007-hierarchies-05--gemini--discriminating-power
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/discriminating-power
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.25
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--operationalizability
http://purl.org/dc/terms/subject
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0-operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--operationalizability
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-hierarchies-05--gemini--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2007-hierarchies-05 by Gemini 4 Argon: 0.3
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--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-2007-hierarchies-05--gemini--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.3
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--analysis-feasibility
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-adequacy
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--data-existence
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-05
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-05--gemini--dataset-1
http://purl.org/dc/terms/description
Structural coordinates of alpha-, 3_10-, and pi-helices to compare H-bond density per unit backbone mass and contour length
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-05--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-hierarchies-05--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-2007-hierarchies-05--gemini--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.rcsb.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/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/provenance
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/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/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/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
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assessment
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/assessmentPlan
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/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/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/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/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/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/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gemini
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
http://www.w3.org/2000/01/rdf-schema#label
Gemini 4 Argon on buehler-2007-hierarchies-05: partially-resolvable, resolvability 0.34
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/sig
http://purl.org/nanopub/x/hasPublicKey
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https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA
https://w3id.org/np/RAwBnuHYazxTHDkQiqYmNSj_PC3xenSQSjT0SnXvXZQqA/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192