. . . . . "delphisci dataset-resolvability assessor (Gemini 4 Argon)" . . . "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." . . . "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" . . "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"^^ . . . "0.74"^^ . "resolvable-now" . . . . "Analysis feasibility of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.7" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.7"^^ . . . . "Data adequacy of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.65" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.65"^^ . . . . "Data existence of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.7" . . "dataset-resolvability/0.2.0/data-existence" . "0.7"^^ . . . . "Discriminating power of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.8" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.8"^^ . . . . "Operationalizability of buehler-2007-hierarchies-02 by Gemini 4 Argon: 0.85" . . "dataset-resolvability/0.2.0/operationalizability" . "0.85"^^ . . . . . . . "Atomic coordinates for representative alpha-helical and beta-sheet domains used as starting structures" . . "Candidate dataset: RCSB Protein Data Bank" . . "Open-source MD engine and H-bond trajectory analysis tools to quantify sequential versus simultaneous bond rupture" . . "Candidate dataset: GROMACS Molecular Dynamics Package" . . "gemini-4-argon-medium" . . "Gemini 4 Argon" . . . . . . . . . "buehler-protein-materials" . "2026-11-08T04:48:50.317Z"^^ . . . . . "Gemini 4 Argon on buehler-2007-hierarchies-02: resolvable-now, resolvability 0.74" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "v9JIIFy/+67ZRp+QvreS3j+wM460JiqC6M5XFxNXjkfLWcUYHWM2ggVSKGyc0At4zceO2k9ow7EWm5haogWyPRVLQzgYw+UpC8fhabLCz9P9K3W0UHVYX5iBiZl4R3f1bS+GkmpyGkz4mUYhXEMxP72I9OiQTyDKPWfAsKSZkw3vuS8+4IDagP4lLhBpjwA0orPVsO0tkXOuTMrs4FKGttM/kN9Lq1FQSno/tsgW1xX3v86sJ6j72oinQDhwcuNDtTOAV0IJCpM7VhhjABXhwWkVnYqnINddpQJHdl8AAt6PsVqCU3qnkSDhCYWrRRgALdwmqXHKE5anskuXTGLtsw==" . . .