{ "label": "", "bench": "../benchmarks/csn-3.12-licensed/bench.jsonl", "n": 600, "repos": 117, "oracle": "strict L1: byte-identical code object incl. docstrings and co_exceptiontable", "self_test": { "preflight_pct": 100.0, "mutation_kill_rate_pct": 100.0, "SOUND": true }, "tuned_greedy": { "point": 84.33, "ci95_lo": 80.48, "ci95_hi": 87.94, "half_width_pp": 3.73, "binomial_ci95_lo": 81.42, "binomial_ci95_hi": 87.24, "design_effect": 1.65, "n": 600, "clusters": 117 }, "certified_at_32": { "point": 93.67, "ci95_lo": 90.86, "ci95_hi": 96.08, "half_width_pp": 2.61, "binomial_ci95_lo": 91.72, "binomial_ci95_hi": 95.62, "design_effect": 1.79, "n": 600, "clusters": 117 }, "base_greedy_UNTUNED_CONTROL": { "point": 0.67, "ci95_lo": 0.16, "ci95_hi": 1.35, "half_width_pp": 0.6, "binomial_ci95_lo": 0.02, "binomial_ci95_hi": 1.32, "design_effect": 0.84, "n": 600, "clusters": 117 }, "fine_tune_effect": { "tuned_certified": 506, "base_certified": 4, "absolute_gain_pp": 83.67, "tuned_only": 502, "base_only": 0, "note": "paired discordant counts; McNemar exact p below", "mcnemar_exact_p": "< 1e-12 (log10 p ~ -151)" }, "certified_curve": { "1": { "certified": 506, "pct": 84.33, "budget": "1 greedy + 0 sampled" }, "2": { "certified": 525, "pct": 87.5, "budget": "1 greedy + 1 sampled" }, "4": { "certified": 546, "pct": 91.0, "budget": "1 greedy + 3 sampled" }, "8": { "certified": 555, "pct": 92.5, "budget": "1 greedy + 7 sampled" }, "16": { "certified": 558, "pct": 93.0, "budget": "1 greedy + 15 sampled" }, "32": { "certified": 562, "pct": 93.67, "budget": "1 greedy + 31 sampled" } } }