{"id":"W2111995017","doi":"10.1016/j.evolhumbehav.2011.07.002","title":"Detection of propensity for aggression based on facial structure irrespective of face race","year":2011,"lang":"en","type":"article","venue":"Evolution and Human Behavior","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Brock University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Aggression; Psychology; Trait; Race (biology); Developmental psychology; Face (sociological concept); Social psychology; Biology; Computer science","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":[0.0008876505,0.0002531257,0.0003132609,0.0007863876,0.0003367437,0.0005254696,0.0002318973,0.0005803906,0.00305362],"category_scores_gemma":[0.003951873,0.0002253487,0.0002116519,0.0001654936,0.0004000316,0.0003067208,0.0004265265,0.0005530342,0.0004475805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145636,"about_ca_system_score_gemma":0.0001484218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008816868,"about_ca_topic_score_gemma":0.00153087,"domain_scores_codex":[0.9995428,0.0001444917,0.00001985462,0.0001322977,0.00009467181,0.0000657882],"domain_scores_gemma":[0.9966344,0.001195326,0.001058177,0.0003279946,0.0002701238,0.0005138879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001358401,0.0001749419,0.8350434,0.00001816936,0.0001120916,0.00009010579,0.0002200394,0.0002875907,0.1537657,0.0002716927,0.0003071526,0.008350623],"study_design_scores_gemma":[0.000004907218,0.0001788244,0.9953898,0.000002522055,0.00001241136,0.000319271,0.00006240376,0.001382326,0.002503399,0.00008204094,0.00005500089,0.000007055472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985799,0.00001782883,0.0002901631,0.00002229346,0.000007304326,0.000006062699,0.00004054274,0.000007387115,0.001028635],"genre_scores_gemma":[0.9994272,0.000008003643,0.0002259606,0.00002273961,0.000004419332,0.000005406748,0.00003824644,0.000004657988,0.0002632979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00305362,"threshold_uncertainty_score":0.01021534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628088967138263,"score_gpt":0.337992644888382,"score_spread":0.2751837481745557,"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."}}