{"id":"W4318927709","doi":"10.1080/09540261.2023.2172998","title":"What influences judgments of physical attractiveness? A comprehensive perspective with implications for mental health","year":2023,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"National Science Foundation","keywords":"Attractiveness; Psychology; Physical attractiveness; Social psychology; Mental health; Personality; Perspective (graphical); Sexual attraction; Reciprocity (cultural anthropology); Human physical appearance; Developmental psychology; Sexual behavior","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00179051,0.000543175,0.0009066745,0.002479048,0.0006121396,0.003233075,0.0005853449,0.001167853,0.001993597],"category_scores_gemma":[0.004107824,0.0002621573,0.0006268235,0.001423754,0.00365113,0.002582051,0.001301663,0.001839899,0.0002753938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067448,"about_ca_system_score_gemma":0.0009719848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004810086,"about_ca_topic_score_gemma":0.005833143,"domain_scores_codex":[0.998947,0.0005935898,0.00006312216,0.0001553678,0.0001561447,0.0000848744],"domain_scores_gemma":[0.9980326,0.001300456,0.000240461,0.00008416612,0.000243422,0.00009885351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000388213,0.0001843397,0.08744067,0.00721528,0.0008254776,0.001099301,0.01216079,0.001335077,0.008157446,0.1176822,0.01507419,0.748437],"study_design_scores_gemma":[0.00004788601,0.0007480038,0.6077348,0.007168032,0.0007483757,0.005262491,0.01881163,0.001637795,0.002149662,0.1909215,0.1645174,0.0002524338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06230831,0.8636228,0.009168289,0.032023,0.001249006,0.00007087833,0.0002707665,0.00003593392,0.03125106],"genre_scores_gemma":[0.5164202,0.4661673,0.005141561,0.006374447,0.002466102,0.00009895724,0.0001685901,0.0000254866,0.003137179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004810086,"threshold_uncertainty_score":0.009564221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06295813211052223,"score_gpt":0.4641624452227413,"score_spread":0.401204313112219,"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."}}