{"id":"W4311802942","doi":"10.1167/jov.22.14.4468","title":"How many unique faces do we see in a typical day?","year":2022,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Perception; Population; Face (sociological concept); Social psychology; Face perception; Developmental psychology; Identity (music); Cognitive psychology; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007628295,0.00008840737,0.0001916281,0.0003140374,0.0001306043,0.00002006178,0.0002777133,0.00009759703,0.005392858],"category_scores_gemma":[0.0000209792,0.00007745853,0.00009875852,0.0001606304,0.00005751987,0.0001381002,0.00007185709,0.0008353333,0.00005275576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009068747,"about_ca_system_score_gemma":0.00002964953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001854461,"about_ca_topic_score_gemma":0.000004748441,"domain_scores_codex":[0.9986473,0.0004874601,0.0003089585,0.0001509945,0.000230803,0.0001744432],"domain_scores_gemma":[0.9993817,0.0001116622,0.0002310572,0.0001721054,0.00004167392,0.00006179942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005446256,0.00631306,0.18838,0.00002421711,0.0001721136,0.004980827,0.01733349,0.0001856823,0.01431279,0.07510844,0.6132947,0.07444836],"study_design_scores_gemma":[0.001368244,0.001306304,0.8384454,0.00003523669,0.00001889943,0.0008851893,0.001979347,0.000008380775,0.000008264677,0.005179236,0.1506597,0.0001057974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812085,0.002927999,0.0001895405,0.01223021,0.001591951,0.000093177,0.000006958865,0.00001054355,0.001741092],"genre_scores_gemma":[0.99404,0.00007765536,0.0002230162,0.0002386879,0.000159648,0.000007936516,0.000001537808,0.00001125956,0.005240261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6500654,"threshold_uncertainty_score":0.9955164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204043677740519,"score_gpt":0.3621434543478316,"score_spread":0.3301030175704264,"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."}}