. . . . . "delphisci dataset-resolvability assessor (GPT-5.6 Sol)" . . . "The proposed transformation can be defined using ring topology, but causal attribution requires simultaneous atomic-scale and dynamic fracture evidence or a well-specified intervention. Public potential repositories allow new model comparisons, not analysis of an existing decisive dataset. The essential evidence therefore requires new experiments or a substantial new simulation campaign." . . . "Proposed test with existing data: Resolve atomic ring topology at a propagating silicon crack tip while measuring crack speed, then test whether a six-ring to 5-7 double-ring transition precedes threshold-speed propagation and whether suppressing the transition removes the threshold. A threshold without the transition, or the transition without threshold motion, would count against the mechanism." . "GPT-5.6 Sol on buehler-2007-silicon-crack-02: needs-new-data, resolvability 0.39" . . "dataset-resolvability/0.2.0" . "A simulated association does not by itself establish the causal mechanism." . "Atomic topology at a rapidly moving crack tip is not measured by ordinary fracture datasets." . "The exact reactive model and boundary conditions are not fully specified in the abstract." . "0.7"^^ . . . "0.386"^^ . "needs-new-data" . . . . "Analysis feasibility of buehler-2007-silicon-crack-02 by GPT-5.6 Sol: 0.32" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.32"^^ . . . . "Data adequacy of buehler-2007-silicon-crack-02 by GPT-5.6 Sol: 0.12" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.12"^^ . . . . "Data existence of buehler-2007-silicon-crack-02 by GPT-5.6 Sol: 0.2" . . "dataset-resolvability/0.2.0/data-existence" . "0.2"^^ . . . . "Discriminating power of buehler-2007-silicon-crack-02 by GPT-5.6 Sol: 0.58" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.58"^^ . . . . "Operationalizability of buehler-2007-silicon-crack-02 by GPT-5.6 Sol: 0.74" . . "dataset-resolvability/0.2.0/operationalizability" . "0.74"^^ . . . . . . . "public silicon potential resources for model sensitivity checks" . . "Candidate dataset: NIST Interatomic Potentials Repository" . . "open interatomic models for comparing whether the predicted transformation is model-dependent" . . "Candidate dataset: OpenKIM" . . "gpt-5.6-sol-medium" . . "GPT-5.6 Sol" . . . . . . . . . "buehler-protein-materials" . "2026-11-08T04:48:50.317Z"^^ . . . . . "GPT-5.6 Sol on buehler-2007-silicon-crack-02: needs-new-data, resolvability 0.39" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "sBl0T/FARhT7qcjjAHkKZscZJ236JISzqL9CokbRUKzaNlxCTbrcpuBYgqp2RYpeOPYnsT+mmm3LJefY60yjtrokaARBvInipM5JmTcazpjxDFb+pllzLr+RBew183pZ43RCQH3hRQk8gWian5e0ZGWrbyCEfOEqF3RrdSj0uUyArNFGktoARkqgrQvwZaTxtuMz7g1g/jClB7y0mvM6PMXGG52/k+F8M1/B8Mxvvmmjo1nhobIaREDc41ZXWjY254kBNbxZKH5OqE2eQ03THJ5GkXNQ3AqjnKsy0cksEQRyP0JYHjC7xJ04i2zCAQh2zflTkJdk4hAqRYhPo6z+6A==" . . .