{ "seed": 3002, "n": 20, "delta": 0.1, "reps": 200000, "moment_check": { "1": { "empirical": 0.9523219823374796, "theory": 0.9523809523809523, "abs_error": 5.897004347277246e-05 }, "2": { "empirical": 0.9089856354477753, "theory": 0.9090909090909091, "abs_error": 0.00010527364313372978 }, "5": { "empirical": 0.7998104126740451, "theory": 0.8, "abs_error": 0.0001895873259549763 }, "10": { "empirical": 0.6664358861689239, "theory": 0.6666666666666667, "abs_error": 0.00023078049774283294 } }, "beta_upper_quantile": 0.10874906186625444, "scalar_beta_coverage": 0.899365, "deletion_checks": { "scalar_max": { "boundary_size": 1.0, "equivalence_rate": 0.9499999999999997, "projectivity_rate": 1.0 }, "adaptive_rank_control": { "boundary_size": 1.0, "equivalence_rate": 0.9071749999999997, "projectivity_rate": 0.9546605263157896 } }, "mini_experiment": { "batches": 1000, "test_points_per_batch": 10000, "baseline_split_conformal_coverage": 0.889, "projective_boundary_beta_coverage": 0.889, "unstable_control_false_beta_coverage": 0.404, "mean_scalar_true_risk": 0.047448855636694875, "mean_adaptive_control_risk": 0.22837482515636362 }, "interpretation": "Max order-statistic has K=1, exact Beta(1,n), and passes deletion tests; adaptive rank is not projective and its naive K-only beta certificate fails." }