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candidate vs N, seeds 410500-410999, paired by seed, serial, unmodified simulator at b244530, default configs, 2000 steps. Both hashes verified by script. Check values for N on 310000-310003 match the brief. Overall mean_diff 0.039676 (se 0.029407); spread 3: 0.166707 (se 0.123231)."}