{ "protocol": "Three-way scene split. Anchors define the coordinate system, canonical correlation is fitted on the second third and scored on the last, so a shared direction counts only if it generalises to scenes that took no part in fitting it. Calibrated against a scene-shuffled null.", "components": 24, "threshold": 0.3, "rows": [ { "label": "synth-full REC96", "correlation": 0.928480988366389, "shared_dimension": 22.0, "shuffled_null": 0.0, "net_shared_dimension": 22.0, "held_out_canonical_top8": [ 0.999, 0.998, 0.997, 0.997, 0.997, 0.997, 0.994, 0.985 ] }, { "label": "synth+noise REC95", "correlation": 0.8276655471168534, "shared_dimension": 16.8, "shuffled_null": 0.0, "net_shared_dimension": 16.8, "held_out_canonical_top8": [ 0.981, 0.976, 0.97, 0.962, 0.926, 0.932, 0.896, 0.855 ] }, { "label": "synth-omitsize REC6", "correlation": 0.8301825436675786, "shared_dimension": 16.6, "shuffled_null": 0.2, "net_shared_dimension": 16.400000000000002, "held_out_canonical_top8": [ 0.997, 0.996, 0.995, 0.995, 0.993, 0.994, 0.992, 0.987 ] }, { "label": "synth-rank8 REC13", "correlation": 0.9058447537972103, "shared_dimension": 7.0, "shuffled_null": 0.0, "net_shared_dimension": 7.0, "held_out_canonical_top8": [ 0.999, 0.998, 0.998, 0.997, 0.991, 0.958, 0.819, 0.145 ] }, { "label": "natural REC0", "correlation": 0.7309253746041517, "shared_dimension": 17.2, "shuffled_null": 0.2, "net_shared_dimension": 17.0, "held_out_canonical_top8": [ 0.895, 0.868, 0.866, 0.806, 0.803, 0.768, 0.723, 0.665 ] } ] }