{ "answerability_audit": "Question prompts and image assets are present for all five levels; semantic PNG recovery remains the responsibility of the dataset-specific validator.", "categorical_distributions": { "difficulty_tier": { "combined_rules": 3000 }, "orientation": { "column": 597, "row": 2403 } }, "continuous_distributions": { "correct_answer_index": { "count": 3000, "max": 8.0, "min": 1.0, "p25": 3.0, "p50": 5.0, "p75": 7.0, "p95": 8.0 }, "difficulty_score": { "count": 3000, "max": 0.93, "min": 0.6767, "p25": 0.6767, "p50": 0.73, "p75": 0.7967, "p95": 0.85 }, "num_active_rules": { "count": 3000, "max": 2.0, "min": 2.0, "p25": 2.0, "p50": 2.0, "p75": 2.0, "p95": 2.0 } }, "dataset_version": "rpm-2.0.0", "degeneracy_flags": {}, "features_at_v_ge_0_10": { "correct_answer_index": { "2": 1.0 }, "difficulty_score": { "1": 0.66985682, "3": 0.16338909, "4": 0.2012755 }, "orientation": { "4": 0.13469823 } }, "images": 3000, "leak_audit": { "correct_answer_index": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.05586473533935303, "kind": "numeric_deciles" }, "2": { "cramers_v": 1.0, "kind": "numeric_deciles" }, "3": { "cramers_v": 0.04465441078382672, "kind": "numeric_deciles" }, "4": { "cramers_v": 0.09621738774272637, "kind": "numeric_deciles" }, "5": { "cramers_v": 0.03340102303316178, "kind": "numeric_deciles" } }, "whitelist_justification": null }, "difficulty_score": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.6698568164860447, "kind": "numeric_deciles" }, "2": { "cramers_v": 0.05215105569361642, "kind": "numeric_deciles" }, "3": { "cramers_v": 0.16338908747079336, "kind": "numeric_deciles" }, "4": { "cramers_v": 0.20127550464009716, "kind": "numeric_deciles" }, "5": { "cramers_v": 0.038025395339897204, "kind": "numeric_deciles" } }, "whitelist_justification": null }, "difficulty_tier": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.0, "kind": "categorical" }, "2": { "cramers_v": 0.0, "kind": "categorical" }, "3": { "cramers_v": 0.0, "kind": "categorical" }, "4": { "cramers_v": 0.0, "kind": "categorical" }, "5": { "cramers_v": 0.0, "kind": "categorical" } }, "whitelist_justification": null }, "num_active_rules": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.0, "kind": "numeric_deciles" }, "2": { "cramers_v": 0.0, "kind": "numeric_deciles" }, "3": { "cramers_v": 0.0, "kind": "numeric_deciles" }, "4": { "cramers_v": 0.0, "kind": "numeric_deciles" }, "5": { "cramers_v": 0.0, "kind": "numeric_deciles" } }, "whitelist_justification": null }, "orientation": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.020206129966673845, "kind": "categorical" }, "2": { "cramers_v": 0.040852546760182386, "kind": "categorical" }, "3": { "cramers_v": 0.09541421533708327, "kind": "categorical" }, "4": { "cramers_v": 0.13469823424994734, "kind": "categorical" }, "5": { "cramers_v": 0.03780245934000633, "kind": "categorical" } }, "whitelist_justification": null } }, "level_distributions": { "1": { "constant_answer_baseline": 0.41833333333333333, "counts": { "1": 1255, "2": 705, "3": 1040 } }, "2": { "constant_answer_baseline": 0.13066666666666665, "counts": { "1": 361, "2": 343, "3": 383, "4": 389, "5": 368, "6": 378, "7": 392, "8": 386 } }, "3": { "constant_answer_baseline": 0.299, "counts": { "color": 436, "correct color but wrong shape": 376, "correct shape but wrong color": 387, "count": 472, "size": 432, "wrong in some other way": 897 } }, "4": { "constant_answer_baseline": 0.17133333333333334, "counts": { "#147A68": 20, "#246EB9": 23, "#7040A0": 17, "#8A6800": 19, "#B23A2E": 15, "#C65D00": 23, "0": 95, "3": 13, "4": 89, "5": 263, "6": 514, "7": 246, "circle": 77, "color and shape": 119, "count and shape": 230, "hexagon": 86, "large": 71, "pentagon": 74, "shape and color": 163, "shape and count": 223, "shape and size": 168, "size and shape": 138, "small": 68, "square": 76, "star": 81, "triangle": 89 } }, "5": { "constant_answer_baseline": 0.515, "counts": { "6": 725, "7": 1545, "8": 730 } } }, "png_asset_presence": "3000/3000", "questions": 15000, "reference_frame_audit": "Dataset-specific geometry and question frames are documented in the generator/validator; no implicit frame conversion is introduced by this audit.", "scalar_scene_features": [ "correct_answer_index", "difficulty_score", "difficulty_tier", "num_active_rules", "orientation" ] }