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commit b244530ee2a6247b5f930830eeca9dd950da0e7e, unmodified; Python 3.12.3; serial in-process, no sandbox or workers.","For each inclusive seed: runner.sample_config(ChallengeConfig(), ParameterVariance(), seed=s), then SimulationEngine(cfg, load_strategy_factory(path), seed=s).run() for T followed by candidate; fresh loader and strategy for every simulation.","d = candidate.total_edge - T.total_edge. Aggregates and extrema use unrounded d; per_seed d is rounded to six decimal places. se uses sample standard deviation divided by sqrt(n); null for fewer than two observations.","seconds_per_simulation is mean wall-clock duration of SimulationEngine construction and run, excluding strategy module loading, configuration sampling, and output writes.","All attempted pairs, including any failed simulator results, are included in per_seed and aggregates; failures records seed, strategy, and error. Empty failures means all simulations succeeded."]}