{"id":"W3195937277","doi":"10.1002/ab.21990","title":"Dark or disturbed?: Predicting aggression from the Dark Tetrad and schizotypy","year":2021,"lang":"en","type":"article","venue":"Aggressive Behavior","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Schizotypy; Psychopathy; Psychology; Aggression; Tetrad; Personality; Machiavellianism; Big Five personality traits; Narcissism; Developmental psychology; Clinical psychology; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006496651,0.0003518608,0.0001987119,0.0008156951,0.0004331124,0.00078939,0.0001711422,0.0003377586,0.00117851],"category_scores_gemma":[0.003908503,0.0001896756,0.0003129605,0.0003787422,0.0004803162,0.0003180086,0.000942616,0.0005810416,0.0002398549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284573,"about_ca_system_score_gemma":0.0002582614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003751954,"about_ca_topic_score_gemma":0.008497404,"domain_scores_codex":[0.9996536,0.0001229944,0.0000408776,0.00004097541,0.00009072421,0.00005089036],"domain_scores_gemma":[0.9974561,0.0005229611,0.001164671,0.0001469689,0.0001126231,0.0005966664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003350439,0.00002008116,0.9984152,0.000002270377,0.00001106925,0.00002883019,0.0001136086,0.00004998008,0.0001341412,0.00002744372,0.00003975369,0.001123913],"study_design_scores_gemma":[0.000003519409,0.00004331894,0.9987203,0.000006214499,0.000008197228,0.0001509327,0.0002710945,0.0005442493,0.00005538786,0.0001052205,0.00008786566,0.000003728606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994366,0.000029815,0.00005679929,0.00002057483,0.000003131373,0.000004843365,0.00004521668,0.000001802428,0.0004012755],"genre_scores_gemma":[0.999679,0.00002472732,0.0001237335,0.00000666929,0.000002024159,0.000003825051,0.0000887783,7.560183e-7,0.00007057054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003751954,"threshold_uncertainty_score":0.007460237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04514029829709565,"score_gpt":0.3531560791171096,"score_spread":0.3080157808200139,"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."}}