{"id":"W3183218739","doi":"10.1111/bjop.12523","title":"Beyond categories: Perceiving sexual attraction from faces","year":2021,"lang":"en","type":"article","venue":"British Journal of Psychology","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council","keywords":"Sexual orientation; Psychology; Attraction; Sexual attraction; Categorization; Lesbian; Social psychology; Cued speech; Orientation (vector space); Affect (linguistics); Developmental psychology; Sexual behavior; Cognitive psychology; Communication","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004901882,0.0001916732,0.0004600816,0.0001616461,0.000256326,0.00006821939,0.0003599378,0.0004443921,0.0241591],"category_scores_gemma":[0.00008850524,0.0002457129,0.0001772315,0.0002026217,0.0002998308,0.0003201303,0.00003649488,0.001083426,0.0004828051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000526063,"about_ca_system_score_gemma":0.00008731732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237232,"about_ca_topic_score_gemma":0.0005742725,"domain_scores_codex":[0.9974411,0.0005682474,0.0008291591,0.0004947045,0.0002439839,0.0004228603],"domain_scores_gemma":[0.9983866,0.0002035228,0.0004957966,0.0003561284,0.0003871336,0.0001708225],"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":[0.0007700126,0.003998539,0.1359448,0.00001808572,0.001184951,0.02979298,0.01104083,0.00001411013,0.03095175,0.003522074,0.5810632,0.2016987],"study_design_scores_gemma":[0.001926919,0.0003509657,0.9180625,0.00003994993,0.0001343004,0.04126592,0.003395652,4.607232e-7,0.00004045668,0.006106404,0.02843084,0.0002456035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572404,0.0112741,0.001138205,0.00147213,0.00921372,0.00006854111,0.000068651,0.0000391166,0.01948514],"genre_scores_gemma":[0.9882692,0.0003518328,0.001237911,0.001833235,0.001708254,0.000009291769,0.00005977034,0.00004100731,0.006489558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7821177,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870510626691259,"score_gpt":0.3556136904917939,"score_spread":0.3169085842248813,"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."}}