. . . . . "delphisci dataset-resolvability assessor (GPT-5.6 Sol)" . . . "Crystal size and the three mechanical outcomes are clear variables, but openly available observations rarely measure them together on the same silk samples. Structural databases and published mechanical studies can test proxies or limited subsets, while reconstructing the original MD from an abstract is not routine analysis. The direction of the effect is partially testable, but its joint claim about stiffness, strength, and toughness is not fully resolvable now." . . . "Proposed test with existing data: Estimate beta-sheet crystal dimensions and matched stiffness, failure stress, and work-to-failure across crystal sizes, controlling composition and loading geometry. Negative size slopes above a few-nanometre optimum for all three properties support the claim; absent or positive slopes refute it." . "GPT-5.6 Sol on buehler-2010-nanoconfinement-01: partially-resolvable, resolvability 0.59" . . "dataset-resolvability/0.2.0" . "Composition, defects, hydration, and loading geometry confound crystal size." . "Open structural records generally lack matched mechanical measurements." . "The abstract alone under-specifies a faithful reproduction of the original simulations." . "0.77"^^ . . . "0.587"^^ . "partially-resolvable" . . . . "Analysis feasibility of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.58" . . "dataset-resolvability/0.2.0/analysis-feasibility" . "0.58"^^ . . . . "Data adequacy of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.37" . . "dataset-resolvability/0.2.0/data-adequacy" . "0.37"^^ . . . . "Data existence of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.43" . . "dataset-resolvability/0.2.0/data-existence" . "0.43"^^ . . . . "Discriminating power of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.69" . . "dataset-resolvability/0.2.0/discriminating-power" . "0.69"^^ . . . . "Operationalizability of buehler-2010-nanoconfinement-01 by GPT-5.6 Sol: 0.9" . . "dataset-resolvability/0.2.0/operationalizability" . "0.9"^^ . . . . . . . "experimental structures that can constrain beta-sheet packing and dimensions for a limited subset" . . "Candidate dataset: RCSB Protein Data Bank" . . "open software for an independent size-series simulation if the published model can be reconstructed" . . "Candidate dataset: LAMMPS" . . "gpt-5.6-sol-medium" . . "GPT-5.6 Sol" . . . . . . . . . "buehler-protein-materials" . "2026-11-08T04:48:50.317Z"^^ . . . . . "GPT-5.6 Sol on buehler-2010-nanoconfinement-01: partially-resolvable, resolvability 0.59" . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAyFHtPB6p0mCjDozxlOY9CmO3nBm7Te3jFbXyLmM+G1tGe47Da0jYIbhkl9Oo1ZjxmCa3LCwlEqK8gj6hEIcL4ahW30JXh9HycfKVk1bugkzMEV15tJdTzAU3sGMFnbNsn43xY2LFLy45tApkRm5byEiM7oRRrooIdwoQKnP4Wzq/bfAoJ9qvW+MGkelyOTd1jbSt+KfmT7xKmDfWzAHddUlWwMX2QJOLxDaffOteTop6ZRgPiNmPJKA/S62Gac9XtSYT3oDkZ6/nr5cxxNLpOyxTf5FPISiCe11xYO/unYjY+mwnOfA8yhJIyx1l0O9I0vpOpn+E5TvyHJV+oSTrvwIDAQAB" . "jwzAMPbemYvAuS/4qDaWYndRHRZDmclp/nyLlLcXITNeU2Sy2E9fYpumayBeVOQxWeU5q50MveRb9ct8ihGQKNOVebIhe9jBwBStDwMxrQUEmsy2gl96QTfN3U3PcAr2ZtU3H0y3VL1XYnv/Wo6PjUjr4VZ0LwyApArZpj6zhnrwkWCrGg4VbEsbSyvg8e9QhetBLJquRgZtsJ7zh5TZ6mcFJPAa+7eaC1fatL/3r4eRFKlsS+0zbGoD7mdwstYnaHbaceQQBIfNed8Gk7uh8fhU4pHvyMuzqXaLz1omhxrb1GHm4xj2UlMwCsVpImR/j/58KlL0R5/HIdyE6A3jmA==" . . .