. . . . . "delphisci dataset-resolvability assessor (Gemini 4 Argon)" . . . "Scoped explicitly to single tropocollagen molecules in molecular simulation, the three-regime deformation sequence (entropic coiling unbending, inter-chain H-bond stretching/breaking, and covalent backbone stretching to fracture) is straightforward to reproduce using collagen triple-helix PDB structures and open MD packages like LAMMPS or GROMACS. The low-force entropic-to-energetic transition is also corroborated by published optical-tweezers force-extension curves." . . . "Proposed test with existing data: Run atomistic molecular dynamics tensile stretching of a tropocollagen triple-helix model structure from zero strain to fracture using a reactive or bond-stretching force field, plotting force vs. strain alongside average H-bond count and covalent backbone bond strain to verify the sequential entropic -> H-bond breaking -> covalent stretching -> fracture regimes." . "Gemini 4 Argon on buehler-2007-tropocollagen-entropic-01: resolvable-now, resolvability 0.82" . . "dataset-resolvability/0.2.0" . "Full-length tropocollagen (~300 nm) is computationally expensive in explicit solvent, so simulations typically use shorter triple-helical segments (~10–30 nm) or implicit solvent." . "Simulating covalent bond fracture at the end of the deformation curve requires a reactive force field (such as ReaxFF) rather than a harmonic-bond biomolecular force field." . "0.85"^^ . . . "0.82"^^ . "resolvable-now" . . . . "Analysis feasibility of buehler-2007-tropocollagen-entropic-01 by Gemini 4 Argon: 0.8" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.8"^^ . . . . "Data adequacy of buehler-2007-tropocollagen-entropic-01 by Gemini 4 Argon: 0.75" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.75"^^ . . . . "Data existence of buehler-2007-tropocollagen-entropic-01 by Gemini 4 Argon: 0.8" . . "dataset-resolvability/0.2.0/data-existence" . "0.8"^^ . . . . "Discriminating power of buehler-2007-tropocollagen-entropic-01 by Gemini 4 Argon: 0.85" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.85"^^ . . . . "Operationalizability of buehler-2007-tropocollagen-entropic-01 by Gemini 4 Argon: 0.9" . . "dataset-resolvability/0.2.0/operationalizability" . "0.9"^^ . . . . . . . "Collagen-like triple-helix crystal structures (e.g., 1CAG, 1BKV, 3HQV) to initialize single-molecule tropocollagen stretching simulations" . . "Candidate dataset: RCSB Protein Data Bank" . . "Open-source molecular dynamics engine supporting CHARMM and reactive (ReaxFF) potentials required to simulate both H-bond uncoiling and covalent backbone fracture" . . "Candidate dataset: LAMMPS Molecular Dynamics Simulator" . . "gemini-4-argon-medium" . . "Gemini 4 Argon" . . . . . . . . . "buehler-protein-materials" . "2026-11-08T04:48:50.317Z"^^ . . . . . "Gemini 4 Argon on buehler-2007-tropocollagen-entropic-01: resolvable-now, resolvability 0.82" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "teUuW7EXVemm0N57Dehs8SgOX8GNZH3aLBn/JNQfw9y0B84Yq5nBnZ3X3efSAgCvsaOlsoTeezdYrQasDNLfyMhLQraUzCOxSt8BiCFu6VkVOYnfBhOxfI9dTpqn8QmbZBqKURHvAyIC4YiTza3qWjMNs/XOydlmJtrn3w/HQRoKibcASBSEutLRkde2XBnK8mxKSb5PvGcdZmAee3asOIyNt4euYKYjr1MDn9QtRVPmV5h4Zrv9uCQy+ITCD4UEtZBpRh5hEyc1wSI2pzCpxdOD0qp7DkBPu6lJhnsr4jcQI6qjafdsK4RWqAzyHFsG2ODw/wIktVr7LU/f6TKU8A==" . . .