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","code_sha256":"d63c7128ba0361e11f258babe0f312bfe03fc26ee28c8d06fe0dbc7e3904d080","code_encoding":"base64(zlib(uncompressed USTAR)); code_sha256 is SHA256 of uncompressed tar","evidence":{"artifact_hashes":"sources.json: audit and M09 artifacts; recomputed locally","engine_config_and_compiler":"sources.json: pinned config.py, match.py, compiler.py; local preparation","rows_gas_validation":"local execution of embedded canonical.py and drive.py; statistical aggregation in embedded summarize.py","contracts":"unchanged bytes extracted/restored from the two task artifacts"},"limitations":["This item measures 256 allocated seeds per arm; it does not establish the 4000-seed goal bar or make a board submission.","Validation and source/runtime hash checks do not establish Python fee parity; this item measures frozen contracts.","Embedded code is the measurement runner; rerunning engine work requires the pinned checkout, frozen source artifacts, and mandated released wheel/setup dependencies. Consumed seeds must never be rerun."]}