{"id":"W2006082421","doi":"10.1016/j.visres.2008.08.016","title":"A critical band of phase alignment for discrimination but not recognition of human faces","year":2008,"lang":"en","type":"article","venue":"Vision Research","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Facial recognition system; Computer science; Artificial intelligence; Phase (matter); Octave (electronics); Pattern recognition (psychology); Face (sociological concept); Amplitude; Spatial frequency; Speech recognition; Physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007853537,0.00006960465,0.0001387729,0.0003108821,0.0002952153,0.00001938328,0.0001146211,0.00006870995,0.0006764703],"category_scores_gemma":[0.001856057,0.00006180041,0.00006792675,0.0002432713,0.0004412513,0.0002065853,0.00003331698,0.0001206993,0.0000505082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003108222,"about_ca_system_score_gemma":0.00003676825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003851647,"about_ca_topic_score_gemma":0.000005578467,"domain_scores_codex":[0.9981101,0.0003200861,0.0002985282,0.000270461,0.000781129,0.0002197161],"domain_scores_gemma":[0.9984142,0.0008592739,0.00005333854,0.0001365481,0.0004565762,0.00008003689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002216017,0.0006559658,0.0000105485,0.0001276575,0.000001084554,0.000001902803,0.0005031561,5.361914e-7,0.9740813,0.0003881734,0.001137372,0.02287072],"study_design_scores_gemma":[0.001257437,0.00165554,0.0006392405,0.00009718987,0.000004559651,0.000005904727,0.0004217653,0.0009088972,0.9928483,0.001773945,0.0003184042,0.00006886719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956489,0.000007275324,0.001011798,0.000650197,0.00005487489,0.000505056,0.0002373783,0.0000154794,0.001869052],"genre_scores_gemma":[0.998974,0.0001398213,0.0002600257,0.00004334589,0.00003269247,0.00006598565,0.00004166419,0.000009718704,0.0004326968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280185,"threshold_uncertainty_score":0.7406875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4293267019349924,"score_gpt":0.5277294435963703,"score_spread":0.09840274166137786,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}