{ "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": { "correct_answer_choice": { "A": 750, "B": 750, "C": 750, "D": 750 } }, "continuous_distributions": { "difficulty_score": { "count": 3000, "max": 0.64, "min": 0.3, "p25": 0.355, "p50": 0.415, "p75": 0.52, "p95": 0.58 }, "target_cell_count": { "count": 3000, "max": 10.0, "min": 6.0, "p25": 7.0, "p50": 8.0, "p75": 9.0, "p95": 10.0 } }, "dataset_version": "legacy-current", "degeneracy_flags": { "5": { "constant_answer_baseline": 0.64, "counts": { "connected": 1920, "disconnected": 112, "yes": 968 } } }, "features_at_v_ge_0_10": { "correct_answer_choice": { "2": 1.0, "4": 0.33387285 }, "difficulty_score": { "1": 0.87752718, "3": 0.30699402 }, "target_cell_count": { "1": 1.0, "3": 0.10638514 } }, "images": 3000, "leak_audit": { "correct_answer_choice": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.035926688465582404, "kind": "categorical" }, "2": { "cramers_v": 1.0, "kind": "categorical" }, "3": { "cramers_v": 0.02972396513334681, "kind": "categorical" }, "4": { "cramers_v": 0.3338728529129281, "kind": "categorical" }, "5": { "cramers_v": 0.033327023704284836, "kind": "categorical" } }, "whitelist_justification": null }, "difficulty_score": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 0.8775271790313706, "kind": "numeric_deciles" }, "2": { "cramers_v": 0.05636347349611195, "kind": "numeric_deciles" }, "3": { "cramers_v": 0.3069940153334504, "kind": "numeric_deciles" }, "4": { "cramers_v": 0.04426984179814052, "kind": "numeric_deciles" }, "5": { "cramers_v": 0.08371917801265413, "kind": "numeric_deciles" } }, "whitelist_justification": null }, "target_cell_count": { "classification": "scene_feature", "levels": { "1": { "cramers_v": 1.0, "kind": "numeric_deciles" }, "2": { "cramers_v": 0.035926688465582404, "kind": "numeric_deciles" }, "3": { "cramers_v": 0.10638513923021022, "kind": "numeric_deciles" }, "4": { "cramers_v": 0.02974223530213807, "kind": "numeric_deciles" }, "5": { "cramers_v": 0.06418628056411042, "kind": "numeric_deciles" } }, "whitelist_justification": null } }, "level_distributions": { "1": { "constant_answer_baseline": 0.20966666666666667, "counts": { "10": 597, "6": 593, "7": 588, "8": 593, "9": 629 } }, "2": { "constant_answer_baseline": 0.25, "counts": { "A": 750, "B": 750, "C": 750, "D": 750 } }, "3": { "constant_answer_baseline": 0.33, "counts": { "2": 990, "3": 408, "4": 79, "no": 543, "yes": 980 } }, "4": { "constant_answer_baseline": 0.2623333333333333, "counts": { "A": 733, "B": 787, "C": 722, "D": 758 } }, "5": { "constant_answer_baseline": 0.64, "counts": { "connected": 1920, "disconnected": 112, "yes": 968 } } }, "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_choice", "difficulty_score", "target_cell_count" ] }