. . . . . "delphisci dataset-resolvability assessor (Gemini 4 Argon)" . . . "The geometric transformation of the crack from horizontal to vertical orientation and the evolution of local virial stresses can be directly measured by re-implementing the small coarse-grained network in LAMMPS from the open-access paper's specifications. However, distinguishing whether the reduction in corner stress concentration is caused by the continuum elliptical shape change itself or simply by the force-limiting plateau of independent H-bond unfolding filaments requires counterfactual simulations separating the two effects. Moreover, direct experimental measurement of crack-tip stresses in biological protein meshes is not available in public datasets." . . . "Proposed test with existing data: In the LAMMPS mesoscale network simulation with a central mode-I crack, track the crack semi-axes perpendicular and parallel to the tensile axis alongside the ratio of crack-tip filament stress to far-field stress as strain increases from 0% to failure. Confirmation requires the crack aspect ratio to invert from perpendicular-elongated to load-elongated prior to backbone rupture, accompanied by a marked drop in tip stress concentration." . "Gemini 4 Argon on buehler-2009-helical-networks-02: partially-resolvable, resolvability 0.70" . . "dataset-resolvability/0.2.0" . "Experimental microscopy of stretched intermediate filament networks can observe pore elongation but cannot directly measure local corner stresses." . "In a discrete square lattice of independent filaments with a flat 200 pN unfolding plateau, stress concentration is bounded directly by the force plateau as well as by continuum crack-shape geometry." . "0.8"^^ . . . "0.705"^^ . "partially-resolvable" . . . . "Analysis feasibility of buehler-2009-helical-networks-02 by Gemini 4 Argon: 0.8" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.8"^^ . . . . "Data adequacy of buehler-2009-helical-networks-02 by Gemini 4 Argon: 0.6" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.6"^^ . . . . "Data existence of buehler-2009-helical-networks-02 by Gemini 4 Argon: 0.7" . . "dataset-resolvability/0.2.0/data-existence" . "0.7"^^ . . . . "Discriminating power of buehler-2009-helical-networks-02 by Gemini 4 Argon: 0.65" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.65"^^ . . . . "Operationalizability of buehler-2009-helical-networks-02 by Gemini 4 Argon: 0.8" . . "dataset-resolvability/0.2.0/operationalizability" . "0.8"^^ . . . . . . . "complete open-access description of the mesoscale bead network and crack geometry" . . "Candidate dataset: Ackbarow et al. 2009 PLoS ONE Full Text and Parameter Table" . . "open-source MD simulator for measuring crack aspect ratio evolution and per-bead virial stresses" . . "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-2009-helical-networks-02: partially-resolvable, resolvability 0.70" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "Ia+DG4Zfbyqen6aWys6abKRSF3yarpNDRKCS2aFvPtpcsXrnVF8Q2pwZFuMT3ieFK7y+tN8ICczhxRA82HdEAHfzaA74w8gVeQ6BF3uyUhpT5CXtVdRvcKzzVwRuLdaJotCYFBaSvKCzssibWe+qokiGeTr/nW59CBB9jYhWyDWCRk0Pl1PZr2bXQiUlsAoPcy3qu82chj5UdGXpOqOPYWg8aqpuIEU0U/82+WgIuzCHXIDrx4Jt97PkBWRMozw30MlX9eOJtHfT5/AjU8RmCy3iQuQs1ZAAS+N4yk35o4mtISQwi7IbdF+3oasMZgkEyBmMfH9V6GH1mj7JLcK4fw==" . . .