https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/Head
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/provenance
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/pubinfo
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-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-gpt-5.6-sol-medium
http://www.w3.org/2000/01/rdf-schema#label
delphisci dataset-resolvability assessor (GPT-5.6 Sol)
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
http://www.w3.org/ns/prov#actedOnBehalfOf
https://orcid.org/0009-0007-4948-9192
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/ontology/usesModel
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
http://purl.org/dc/terms/description
The language of maximisation has no determinate empirical consequence until the objective functions and feasible design space are supplied. Those choices would substantially reinterpret the claim, and available protein records cannot establish a global maximum over unspecified alternatives.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
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--gpt
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--gpt
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: A test would first require fixed definitions of robustness, material use, the admissible alternative molecular architectures, and a Pareto-optimality criterion. Without those choices, no observation uniquely confirms maximisation; with them, one could compare alpha-helices against the prespecified design space and refute the claim if another architecture dominates them.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-05: not-empirically-resolvable, resolvability 0.24
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Different choices of objective and constraints can reverse the optimum.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Neither robustness nor amount of building material has a unique stated metric.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
The comparison class over which a maximum is asserted is unspecified.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.8
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/hasScore
0.245
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/ontology/hasVerdict
not-empirically-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--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--gpt--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2007-hierarchies-05 by GPT-5.6 Sol: 0.35
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--analysis-feasibility
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.35
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--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--gpt--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2007-hierarchies-05 by GPT-5.6 Sol: 0.18
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--data-adequacy
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.18
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--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--gpt--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2007-hierarchies-05 by GPT-5.6 Sol: 0.24
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--data-existence
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.24
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--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--gpt--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2007-hierarchies-05 by GPT-5.6 Sol: 0.2
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--discriminating-power
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.2
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--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--gpt--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--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2007-hierarchies-05 by GPT-5.6 Sol: 0.28
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--operationalizability
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.28
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--gpt
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--gpt--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--gpt--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--gpt--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--gpt--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--gpt--operationalizability
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://purl.org/dc/terms/identifier
gpt-5.6-sol-medium
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
https://w3id.org/delphi/ontology/LanguageModel
https://w3id.org/delphi/resource/model/gpt-5.6-sol-medium
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/provenance
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
http://www.w3.org/ns/prov#wasAttributedTo
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://github.com/fractastical/delphisci/blob/67fe5b156cfeca15a2ded33e0face4177d03101c/claim-sources/buehler-protein-materials/assessment/raw/gpt/batch-1.json
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assessment
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assessmentPlan
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/assessment
http://www.w3.org/ns/prov#wasAssociatedWith
https://w3id.org/delphi/resource/agent/delphisci-resolvability-assessor-gpt-5.6-sol-medium
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/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/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/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/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-05--gpt
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-05: not-empirically-resolvable, resolvability 0.24
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/sig
http://purl.org/nanopub/x/hasSignature
Twc6OI1xyl+Yes8mYOwd/WF1g+JEKAEzar93qRzcv0D2TgB8JcN3m/YMXvMdagbqLnrWF9PkFoWcl48nAx87sjcFN4+1O7GDw4oygIUYAL6/apdguyDH+dcE/FLGXEs+nbxncJpNnymYF0BtTrU9BjKr0vHudFGQ4SoGmnmLxzde8A5sHERQqXQh2pK0Z7/ErDjwAr/PVoOJs7AeLWOy04c3DZ1QOm6kjgx4QfWeAUwy3SzoO/4Va2H8X6Q+7RfWgQhQXUGDvIuXj+SqnyJWbz8S//K6YYcztMLjNT0uKdBFBf/XkFUaVBnLiNo6XyG9hgwOAOF1H2QS3pacaQMIzA==
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk
https://w3id.org/np/RAcosODyxpquip-yiBOkPKbPoC8WTqjjDaEVjgeBRCvZk/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192