https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/Head
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://www.nanopub.org/nschema#hasAssertion
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assertion
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://www.nanopub.org/nschema#hasProvenance
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/provenance
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://www.nanopub.org/nschema#hasPublicationInfo
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/pubinfo
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.nanopub.org/nschema#Nanopublication
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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-01--gpt
http://purl.org/dc/terms/description
The alternatives can be expressed as explicit competing kinetic models, giving the test useful discriminating power. Existing force-spectroscopy records may test restricted proteins and rates, but no named open collection is known to provide harmonized raw traces across both structural classes, so the full scope is not resolvable now.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt
http://www.w3.org/2000/01/rdf-schema#comment
Proposed test with existing data: Fit one-barrier and two-discrete-barrier kinetic models, plus a model with a continuously shifting transition-state position, to unfolding-force distributions measured across pulling velocities for alpha-helical and beta-sheet domains. Support requires the two-discrete-barrier model to predict held-out force distributions materially better in both domain classes; failure to do so would refute the claim at the tested rates.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-01: partially-resolvable, resolvability 0.56
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--gpt
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Experimental pulling-rate coverage may not span the four orders of magnitude in the claim.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Force-versus-velocity measurements are likely scattered across studies and protein constructs.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/evidenceAgainst
Transition-state number and position are inferred through a kinetic model rather than observed directly.
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/hasConfidence
0.68
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/hasEvidence
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-01--gpt--dataset-1
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/hasScore
0.556
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/ontology/hasVerdict
partially-resolvable
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--analysis-feasibility
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--analysis-feasibility
http://www.w3.org/2000/01/rdf-schema#label
Analysis feasibility of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.55
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--analysis-feasibility
https://w3id.org/delphi/ontology/hasScore
0.55
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-adequacy
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--data-adequacy
http://www.w3.org/2000/01/rdf-schema#label
Data adequacy of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.35
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--data-adequacy
https://w3id.org/delphi/ontology/hasScore
0.35
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-existence
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--data-existence
http://www.w3.org/2000/01/rdf-schema#label
Data existence of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.42
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--data-existence
https://w3id.org/delphi/ontology/hasScore
0.42
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--discriminating-power
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--discriminating-power
http://www.w3.org/2000/01/rdf-schema#label
Discriminating power of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.67
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--discriminating-power
https://w3id.org/delphi/ontology/hasScore
0.67
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--operationalizability
http://purl.org/dc/terms/isPartOf
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--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-01--gpt--operationalizability
http://www.w3.org/2000/01/rdf-schema#label
Operationalizability of buehler-2007-hierarchies-01 by GPT-5.6 Sol: 0.82
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--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-01--gpt--operationalizability
https://w3id.org/delphi/ontology/assessmentType
dataset-resolvability/0.2.0/operationalizability
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--operationalizability
https://w3id.org/delphi/ontology/hasScore
0.82
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--analysis-feasibility
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-adequacy
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--data-existence
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--discriminating-power
https://w3id.org/delphi/resource/claim/buehler-2007-hierarchies-01
https://w3id.org/delphi/ontology/hasAssessment
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt--operationalizability
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-01--gpt--dataset-1
http://purl.org/dc/terms/description
public repository in which force-spectroscopy studies and supplementary data can be sought
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-01--gpt--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-01--gpt--dataset-1
http://www.w3.org/2000/01/rdf-schema#label
Candidate dataset: BioStudies
https://w3id.org/delphi/resource/evidence/buehler-2007-hierarchies-01--gpt--dataset-1
http://www.w3.org/ns/prov#wasDerivedFrom
https://www.ebi.ac.uk/biostudies/
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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/provenance
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assertion
http://www.w3.org/ns/prov#wasDerivedFrom
https://w3id.org/delphi/resource/concept/dataset-resolvability-0.2.0
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assertion
http://www.w3.org/ns/prov#wasGeneratedBy
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assessment
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assessment
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
http://www.w3.org/ns/prov#Activity
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assessment
http://www.w3.org/ns/prov#qualifiedAssociation
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/assessmentPlan
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/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/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://purl.org/dc/terms/created
2026-11-08T04:48:50.317Z
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://purl.org/dc/terms/creator
https://orcid.org/0009-0007-4948-9192
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://purl.org/dc/terms/license
https://creativecommons.org/licenses/by/4.0/
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://purl.org/nanopub/x/hasNanopubType
https://w3id.org/delphi/ontology/LLMClaimAssessment
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://purl.org/nanopub/x/introduces
https://w3id.org/delphi/resource/assessment/buehler-2007-hierarchies-01--gpt
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
http://www.w3.org/2000/01/rdf-schema#label
GPT-5.6 Sol on buehler-2007-hierarchies-01: partially-resolvable, resolvability 0.56
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
https://w3id.org/delphi/ontology/domain
https://w3id.org/delphi/resource/domain/buehler-protein-materials
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/sig
http://purl.org/nanopub/x/hasAlgorithm
RSA
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/sig
http://purl.org/nanopub/x/hasPublicKey
MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/sig
http://purl.org/nanopub/x/hasSignature
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https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/sig
http://purl.org/nanopub/x/hasSignatureTarget
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw
https://w3id.org/np/RAYOBqggR4ucFtOw8gXwYlioWWJXrQsjt0LvgqhE0phEw/sig
http://purl.org/nanopub/x/signedBy
https://orcid.org/0009-0007-4948-9192