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exposes retail and arb volumes, not a retail/arb edge split; real deltas above are volume Y.","The monitor set is reused for model selection; the holdout was evaluated after freezing.","Gate A excluded seed 310037 after its synthetic callback path caused a Solidity division-by-zero revert; 50 other full sequences were measured.","The extra paired real comparison with J2 is +0.00285 (SE 0.01618), so the learned increment is not established on the real engine; valid denotes parity and gas gates.","No leaderboard placement is claimed."]}