{ "selection": { "split": "validation", "human_as_ai_max": 0.05, "human_boundary": "fixed at the binary threshold" }, "thresholds": { "human_max": 0.5, "ai_min": 0.8696600198745728 }, "validation": { "combined": { "samples": 565, "coverage": 0.9079646017699115, "covered_accuracy": 0.9551656920077972, "human_as_ai": 0.04827586206896552, "human_uncertain": 0.08275862068965517, "ai_as_human": 0.03272727272727273, "ai_uncertain": 0.10181818181818182 }, "rewrite": { "samples": 406, "coverage": 0.8768472906403941, "covered_accuracy": 0.9353932584269663, "human_as_ai": 0.06896551724137931, "human_uncertain": 0.11330049261083744, "ai_as_human": 0.04433497536945813, "ai_uncertain": 0.1330049261083744 }, "independent": { "samples": 153, "coverage": 0.9934640522875817, "covered_accuracy": 1.0, "human_as_ai": 0.0, "human_uncertain": 0.011494252873563218, "ai_as_human": 0.0, "ai_uncertain": 0.0 }, "sol_medium": { "samples": 6, "coverage": 0.8333333333333334, "covered_accuracy": 1.0, "human_as_ai": null, "human_uncertain": null, "ai_as_human": 0.0, "ai_uncertain": 0.16666666666666666 } }, "test": { "combined": { "samples": 533, "coverage": 0.9362101313320825, "covered_accuracy": 0.9519038076152304, "human_as_ai": 0.010830324909747292, "human_uncertain": 0.02888086642599278, "ai_as_human": 0.08203125, "ai_uncertain": 0.1015625 }, "rewrite": { "samples": 380, "coverage": 0.9157894736842105, "covered_accuracy": 0.9310344827586207, "human_as_ai": 0.015789473684210527, "human_uncertain": 0.042105263157894736, "ai_as_human": 0.11052631578947368, "ai_uncertain": 0.12631578947368421 }, "independent": { "samples": 153, "coverage": 0.9869281045751634, "covered_accuracy": 1.0, "human_as_ai": 0.0, "human_uncertain": 0.0, "ai_as_human": 0.0, "ai_uncertain": 0.030303030303030304 } } }