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  ],
  "seconds_per_simulation": 0.6595436093670087,
  "notes": [
    "Simulator commit b244530ee2a6247b5f930830eeca9dd950da0e7e, unmodified; Python 3.12.3.",
    "Serial in-process; no sandbox or workers. Each seed uses sample_config(ChallengeConfig(), ParameterVariance(), seed=s), then BASE and CANDIDATE with identical cfg and seed. load_strategy_factory called anew before each simulation.",
    "All source and candidate SHA-256 checks passed. RC starts with the exact N code; CANDIDATE is BASE plus the suffix of RC after N, without other changes.",
    "Aggregate statistics and rankings use unrounded differences. per_seed differences rounded to 6 decimal places. retail_diff and arb_diff are paired mean differences; se is sample standard deviation / sqrt(n).",
    "seconds_per_simulation is measured loader-plus-engine elapsed time averaged over the 1000 simulations; excludes downloads, setup, and output aggregation."
  ]
}