Setup cells reordered and import notes added so every notebook passes ruff; all 41 notebooks executed again with the public code; manifest updated. Data and receipts are unchanged.
Notebooks: align with the code repository's notebook contract
Stable cell IDs; deterministic plots; the classical-baseline intervals now use the exact order-statistic interval for the median; the qualification notebook gains an optional section for the qualification bundle. Ten notebooks were executed again; the manifest is updated.
Remove the learned-model study notebooks until v1.0 results exist
The 18 vision notebooks and their 18 records described an internal training campaign and had no results on PASSAGE v1.0. Reworked notebooks will be published with the first learned results. Data and receipts are unchanged.
Notebooks: reworked for readers and executed again, with figures and a manifest
The 41 notebooks produced by the code repository now state their question, explain each step, use the paper's figure style and end with a summary computed from their results. They were executed with the public code against data identical to revision 65f1e4f. The four template notebooks are removed; notebook-artifacts/manifest.json binds sources, parameters and output hashes. Data, receipts and the vision notebooks are unchanged.
