{ "protocol": "Effective rank from the participation ratio of each field's spectrum; shared directions from principal angles between the two leading eigenspaces. No pairing enters beyond the alignment the fields already carry.", "width": 32, "rows": [ { "label": "degree2-best", "size": 256, "correlation": 0.7157944505313559, "visual_effective_rank": 39.69132496762981, "text_effective_rank": 47.98422953390366, "shared_directions_cos_gt_0.7": 16, "shuffled_null": 1.0, "shared_above_null": 15.0, "principal_cosines_top8": [ 0.987, 0.978, 0.96, 0.941, 0.934, 0.922, 0.899, 0.89 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.8406807387214822 }, { "index": 1, "best_text_overlap": 0.6748753041856854 }, { "index": 2, "best_text_overlap": 0.7174150319587717 }, { "index": 3, "best_text_overlap": 0.4742164704027202 }, { "index": 4, "best_text_overlap": 0.7105187496542062 }, { "index": 5, "best_text_overlap": 0.5435228035336661 }, { "index": 6, "best_text_overlap": 0.5173316630294161 }, { "index": 7, "best_text_overlap": 0.3720956303455928 }, { "index": 8, "best_text_overlap": 0.4031225977235423 }, { "index": 9, "best_text_overlap": 0.5909531802492844 }, { "index": 10, "best_text_overlap": 0.373881786434362 }, { "index": 11, "best_text_overlap": 0.2816693575587397 }, { "index": 12, "best_text_overlap": 0.21822240451244762 }, { "index": 13, "best_text_overlap": 0.3929212823566225 }, { "index": 14, "best_text_overlap": 0.4024276537497661 }, { "index": 15, "best_text_overlap": 0.2659834432053085 } ] }, { "label": "degree3-w8", "size": 256, "correlation": 0.717450184813228, "visual_effective_rank": 40.67303880139185, "text_effective_rank": 47.11594894154097, "shared_directions_cos_gt_0.7": 16, "shuffled_null": 1.0, "shared_above_null": 15.0, "principal_cosines_top8": [ 0.988, 0.978, 0.961, 0.944, 0.936, 0.924, 0.901, 0.886 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.8348375430905127 }, { "index": 1, "best_text_overlap": 0.6837720540848308 }, { "index": 2, "best_text_overlap": 0.7155802705177406 }, { "index": 3, "best_text_overlap": 0.5058562446867387 }, { "index": 4, "best_text_overlap": 0.7663355948751955 }, { "index": 5, "best_text_overlap": 0.516380442780415 }, { "index": 6, "best_text_overlap": 0.554955451295094 }, { "index": 7, "best_text_overlap": 0.3516466638329569 }, { "index": 8, "best_text_overlap": 0.5186308948947995 }, { "index": 9, "best_text_overlap": 0.5015555070809197 }, { "index": 10, "best_text_overlap": 0.3700340337533245 }, { "index": 11, "best_text_overlap": 0.34258025998594904 }, { "index": 12, "best_text_overlap": 0.256732226634933 }, { "index": 13, "best_text_overlap": 0.4359760369195398 }, { "index": 14, "best_text_overlap": 0.32969959689961453 }, { "index": 15, "best_text_overlap": 0.2530743072716043 } ] }, { "label": "degree3-w12", "size": 256, "correlation": 0.7164530320598383, "visual_effective_rank": 42.77448656306514, "text_effective_rank": 47.90052292048341, "shared_directions_cos_gt_0.7": 16, "shuffled_null": 1.0, "shared_above_null": 15.0, "principal_cosines_top8": [ 0.988, 0.978, 0.961, 0.946, 0.937, 0.929, 0.91, 0.889 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.8277435616658919 }, { "index": 1, "best_text_overlap": 0.6779609268778297 }, { "index": 2, "best_text_overlap": 0.7219010238018317 }, { "index": 3, "best_text_overlap": 0.5055290038432999 }, { "index": 4, "best_text_overlap": 0.7718721615385675 }, { "index": 5, "best_text_overlap": 0.5256873621550153 }, { "index": 6, "best_text_overlap": 0.5367136087431718 }, { "index": 7, "best_text_overlap": 0.36680812886106473 }, { "index": 8, "best_text_overlap": 0.5387792531732701 }, { "index": 9, "best_text_overlap": 0.5550666365558536 }, { "index": 10, "best_text_overlap": 0.2891791715134958 }, { "index": 11, "best_text_overlap": 0.2984192540709536 }, { "index": 12, "best_text_overlap": 0.28170926274492825 }, { "index": 13, "best_text_overlap": 0.4002691992367436 }, { "index": 14, "best_text_overlap": 0.31596068490447127 }, { "index": 15, "best_text_overlap": 0.26924174791563826 } ] }, { "label": "degree3-w20", "size": 256, "correlation": 0.7171326909156863, "visual_effective_rank": 46.709791939402166, "text_effective_rank": 50.02596883001826, "shared_directions_cos_gt_0.7": 17, "shuffled_null": 1.0, "shared_above_null": 16.0, "principal_cosines_top8": [ 0.988, 0.978, 0.962, 0.945, 0.939, 0.931, 0.911, 0.894 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.8231142857010968 }, { "index": 1, "best_text_overlap": 0.6748733981742054 }, { "index": 2, "best_text_overlap": 0.7180139533448364 }, { "index": 3, "best_text_overlap": 0.5179878165995193 }, { "index": 4, "best_text_overlap": 0.7736927465190133 }, { "index": 5, "best_text_overlap": 0.5414967531898147 }, { "index": 6, "best_text_overlap": 0.5416571648246705 }, { "index": 7, "best_text_overlap": 0.3600170379372908 }, { "index": 8, "best_text_overlap": 0.5145850503977925 }, { "index": 9, "best_text_overlap": 0.5683887253705958 }, { "index": 10, "best_text_overlap": 0.30798470685067697 }, { "index": 11, "best_text_overlap": 0.31660436348552895 }, { "index": 12, "best_text_overlap": 0.2381351557071557 }, { "index": 13, "best_text_overlap": 0.44012504821073994 }, { "index": 14, "best_text_overlap": 0.35872551158185606 }, { "index": 15, "best_text_overlap": 0.2717148785929642 } ] } ], "reading": "The narrow modality is the one to upgrade. A shared count far below both effective ranks means each side is rich but they are rich about different things." }