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","notes":["Confirmation only: no search or port. Each arm separately against the stock 30 bps VanillaStrategy, one run_batch with 8 workers per 64-seed chunk.","Canonical 10000-step baseline configuration; MatchRunner._build_configs sampling order with i replaced by the actual seed for both variance RNG and simulation.","Differences are submission edge in Y, candidate minus comparison. SE uses sample SD / sqrt(n). Quartiles sort IB submission retail_volume_y ascending, breaking ties by seed; q1 is quietest. Volume deltas are submission Y volume, candidate minus comparison.","Per-seed differences are rounded to 9 decimals for size; aggregate statistics use unrounded doubles. Gas counters reset before and captured after every arm run. Peaks refer to submission; failure totals cover submission and VanillaStrategy.","No port parity or replica gain gates were run: this item explicitly requires real engine confirmation 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