@prefix this: . @prefix sub: . @prefix np: . @prefix rdf: . @prefix prov: . @prefix npx: . @prefix dc: . @prefix xsd: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a prov:SoftwareAgent; "delphisci dataset-resolvability assessor (Gemini 4 Argon)"; prov:actedOnBehalfOf ; . a ; dc:description "Within its stated scope of atomistic simulation, whether hydrogen bonds break one-by-one at fast pulling rates and in clusters of several bonds at slow pulling rates is directly measurable from steered MD coordinate trajectories using standard geometric H-bond definitions. Open MD engines and PDB structures allow a small team to replicate the high- versus low-rate unfolding trajectories within weeks, though only the simulation scope (not direct sub-nanometer experimental bond-tracking) is accessible."; dc:subject ; "Proposed test with existing data: Track backbone hydrogen-bond occupancy vs. time in steered MD trajectories of alpha-helical and beta-sheet structures at high and low pulling speeds, and compute the cluster size distribution of H-bonds breaking within a picosecond window around force peaks."; "Gemini 4 Argon on buehler-2007-hierarchies-02: resolvable-now, resolvability 0.74"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0"; "Direct experimental observation of individual vs. clustered H-bond breaking during slow pulling is below the temporal and spatial resolution of standard AFM.", "Simultaneity of hydrogen-bond rupture depends on the time-window threshold and geometric H-bond cutoff criteria chosen during trajectory analysis."; "0.8"^^xsd:double; , ; "0.74"^^xsd:double; "resolvable-now" . a ; dc:isPartOf ; dc:subject ; "Analysis feasibility of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.7"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0/analysis-feasibility"; "0.7"^^xsd:double . a ; dc:isPartOf ; dc:subject ; "Data adequacy of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.65"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0/data-adequacy"; "0.65"^^xsd:double . a ; dc:isPartOf ; dc:subject ; "Data existence of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.7"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0/data-existence"; "0.7"^^xsd:double . a ; dc:isPartOf ; dc:subject ; "Discriminating power of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.8"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0/discriminating-power"; "0.8"^^xsd:double . a ; dc:isPartOf ; dc:subject ; "Operationalizability of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.85"; prov:wasAttributedTo ; "dataset-resolvability/0.2.0/operationalizability"; "0.85"^^xsd:double . , , , , , . a ; dc:description "Atomic coordinates for representative alpha-helical and beta-sheet domains used as starting structures"; "Candidate dataset: RCSB Protein Data Bank"; prov:wasDerivedFrom . a ; dc:description "Open-source MD engine and H-bond trajectory analysis tools to quantify sequential versus simultaneous bond rupture"; "Candidate dataset: GROMACS Molecular Dynamics Package"; prov:wasDerivedFrom . a ; dc:identifier "gemini-4-argon-medium"; "Gemini 4 Argon" . } sub:provenance { sub:assertion prov:wasAttributedTo ; prov:wasDerivedFrom , ; prov:wasGeneratedBy sub:assessment . sub:assessment a prov:Activity; prov:qualifiedAssociation sub:assessmentPlan; prov:wasAssociatedWith . sub:assessmentPlan prov:hadPlan . } sub:pubinfo { "buehler-protein-materials" . this: dc:created "2026-11-08T04:48:50.317Z"^^xsd:dateTime; dc:creator ; dc:license ; npx:hasNanopubType ; npx:introduces ; "Gemini 4 Argon on buehler-2007-hierarchies-02: resolvable-now, resolvability 0.74"; . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB"; npx:hasSignature "v9JIIFy/+67ZRp+QvreS3j+wM460JiqC6M5XFxNXjkfLWcUYHWM2ggVSKGyc0At4zceO2k9ow7EWm5haogWyPRVLQzgYw+UpC8fhabLCz9P9K3W0UHVYX5iBiZl4R3f1bS+GkmpyGkz4mUYhXEMxP72I9OiQTyDKPWfAsKSZkw3vuS8+4IDagP4lLhBpjwA0orPVsO0tkXOuTMrs4FKGttM/kN9Lq1FQSno/tsgW1xX3v86sJ6j72oinQDhwcuNDtTOAV0IJCpM7VhhjABXhwWkVnYqnINddpQJHdl8AAt6PsVqCU3qnkSDhCYWrRRgALdwmqXHKE5anskuXTGLtsw=="; npx:hasSignatureTarget this:; npx:signedBy . }