{ "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": "synth-watershed-RECOVERS", "size": 256, "correlation": 0.9284809883663888, "visual_effective_rank": 14.50854049599196, "text_effective_rank": 11.832081486516831, "shared_directions_cos_gt_0.7": 27, "principal_cosines_top8": [ 1.0, 1.0, 1.0, 1.0, 1.0, 0.999, 0.999, 0.999 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.9988184979219944 }, { "index": 1, "best_text_overlap": 0.9038254548424662 }, { "index": 2, "best_text_overlap": 0.7738637793117231 }, { "index": 3, "best_text_overlap": 0.7898924505967239 }, { "index": 4, "best_text_overlap": 0.9633572761985347 }, { "index": 5, "best_text_overlap": 0.9667594083538564 }, { "index": 6, "best_text_overlap": 0.8581068112833727 }, { "index": 7, "best_text_overlap": 0.7720408457258224 }, { "index": 8, "best_text_overlap": 0.9451869286586472 }, { "index": 9, "best_text_overlap": 0.9346387523699597 }, { "index": 10, 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6, "best_text_overlap": 0.4204576749257697 }, { "index": 7, "best_text_overlap": 0.4531244365205851 }, { "index": 8, "best_text_overlap": 0.5071647502947677 }, { "index": 9, "best_text_overlap": 0.43985083861605223 }, { "index": 10, "best_text_overlap": 0.4285920808891206 }, { "index": 11, "best_text_overlap": 0.416942537981572 }, { "index": 12, "best_text_overlap": 0.36849147041514496 }, { "index": 13, "best_text_overlap": 0.3540029990986704 }, { "index": 14, "best_text_overlap": 0.41250502299139413 }, { "index": 15, "best_text_overlap": 0.34226328782237314 } ] }, { "label": "natural-keep8", "size": 256, "correlation": 0.6558829559111284, "visual_effective_rank": 18.735297664859708, "text_effective_rank": 13.915532152821992, "shared_directions_cos_gt_0.7": 11, "principal_cosines_top8": [ 0.993, 0.971, 0.954, 0.938, 0.922, 0.868, 0.845, 0.826 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.8308561390616345 }, { "index": 1, "best_text_overlap": 0.6425639957390433 }, { "index": 2, "best_text_overlap": 0.6401247564780709 }, { "index": 3, "best_text_overlap": 0.5245819731835861 }, { "index": 4, "best_text_overlap": 0.5324575387488661 }, { "index": 5, "best_text_overlap": 0.504776020548726 }, { "index": 6, "best_text_overlap": 0.5017207831704809 }, { "index": 7, "best_text_overlap": 0.26453910202691044 }, { "index": 8, "best_text_overlap": 0.3831674979777484 }, { "index": 9, "best_text_overlap": 0.34779386653289623 }, { "index": 10, "best_text_overlap": 0.2366745915766192 }, { "index": 11, "best_text_overlap": 0.1973585194151871 }, { "index": 12, "best_text_overlap": 0.21439811143331272 }, { "index": 13, "best_text_overlap": 0.2925437897693861 }, { "index": 14, "best_text_overlap": 0.09814723704154468 }, { "index": 15, "best_text_overlap": 0.20755663736183314 } ] }, { "label": "natural-weighted64", "size": 256, "correlation": 0.6922159706308013, "visual_effective_rank": 39.69132496762981, "text_effective_rank": 31.7662539087451, "shared_directions_cos_gt_0.7": 15, "principal_cosines_top8": [ 0.989, 0.978, 0.956, 0.938, 0.916, 0.892, 0.881, 0.87 ], "spectrum_profile": [ { "index": 0, "best_text_overlap": 0.7532219338133863 }, { "index": 1, "best_text_overlap": 0.618182152081914 }, { "index": 2, "best_text_overlap": 0.6411572047678387 }, { "index": 3, "best_text_overlap": 0.5609614131227192 }, { "index": 4, "best_text_overlap": 0.5786521313263311 }, { "index": 5, "best_text_overlap": 0.6212040366073345 }, { "index": 6, "best_text_overlap": 0.6014409101136969 }, { "index": 7, "best_text_overlap": 0.3241154791286174 }, { "index": 8, "best_text_overlap": 0.33772536144199544 }, { "index": 9, "best_text_overlap": 0.46886651280081304 }, { "index": 10, "best_text_overlap": 0.339879585332424 }, { "index": 11, "best_text_overlap": 0.2697704959742108 }, { "index": 12, "best_text_overlap": 0.3089464131279491 }, { "index": 13, "best_text_overlap": 0.34824951852897246 }, { "index": 14, "best_text_overlap": 0.26546032832701905 }, { "index": 15, "best_text_overlap": 0.17108445671033506 } ] } ], "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." }