{"id":"W2047970504","doi":"10.1098/rspb.2008.0873","title":"In your face: facial metrics predict aggressive behaviour in the laboratory and in varsity and professional hockey players","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":460,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Aggression; Trait; Psychology; Sexual dimorphism; Facial electromyography; Dominance (genetics); Personality; Facial expression; Developmental psychology; Social psychology; Communication; Medicine","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":[0.0003960663,0.0003880572,0.0002048861,0.0004000474,0.0002384994,0.0005543935,0.0001804122,0.0004382874,0.002453973],"category_scores_gemma":[0.001439168,0.0002524656,0.0001586073,0.0001044037,0.0005366405,0.0002096173,0.0003089513,0.0004263633,0.0004420663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781089,"about_ca_system_score_gemma":0.0001066922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715208,"about_ca_topic_score_gemma":0.005892692,"domain_scores_codex":[0.9998242,0.00004304424,0.000008074117,0.00005391178,0.00004144683,0.0000292826],"domain_scores_gemma":[0.9993001,0.0001639439,0.0002542774,0.00004294092,0.00005123891,0.0001874057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007922626,0.0007740941,0.9738017,0.00001606954,0.00006287827,0.000196806,0.0005921774,0.0001857752,0.01798633,0.00006283366,0.0002411032,0.005288025],"study_design_scores_gemma":[0.000005701526,0.0003090963,0.9986992,0.000002059332,0.000009081233,0.0001185877,0.0002537196,0.0002705962,0.0002620201,0.0000187271,0.00004778931,0.000003444206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997249,0.00001347793,0.00002771559,0.000009987112,0.000002440243,0.000002196413,0.000009609561,8.629951e-7,0.0002087719],"genre_scores_gemma":[0.9989918,0.00001845715,0.000102733,0.00002040791,0.000004571883,0.000008881932,0.00004234779,0.000001491712,0.0008094815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003715208,"threshold_uncertainty_score":0.008209407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05389388664174809,"score_gpt":0.330317402383621,"score_spread":0.2764235157418728,"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."}}