{"id":"W3107134821","doi":"10.1177/0886260520978178","title":"The Relationship Between the Big Five Personality Factors, Anger-hostility, and Alcohol and Violence in Men and Women: A Nationally Representative Cohort of 15,701 Young Adults","year":2020,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council","keywords":"Hostility; Agreeableness; Anger; Personality; Extraversion and introversion; Psychology; Big Five personality traits; Poison control; Injury prevention; Clinical psychology; Suicide prevention; Human factors and ergonomics; Alcohol; Social psychology; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000810136,0.0001671692,0.0002986354,0.00007397413,0.0001524145,0.00004790211,0.0002207539,0.00007756558,0.00001942607],"category_scores_gemma":[0.0006851905,0.000100627,0.00006486641,0.000177045,0.0004565312,0.000148991,0.00009749177,0.0004493376,9.509558e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000727513,"about_ca_system_score_gemma":0.00005591965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775452,"about_ca_topic_score_gemma":0.00004457953,"domain_scores_codex":[0.9982986,0.0003290755,0.0005091077,0.0002809729,0.0003844353,0.0001978041],"domain_scores_gemma":[0.9972247,0.001885154,0.000426904,0.00012175,0.0001966487,0.0001448199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005773815,0.00005329968,0.9600554,0.00001689674,0.0001307967,0.0000203046,0.03602837,3.729005e-7,0.00004046399,0.00010045,0.00003453443,0.002941745],"study_design_scores_gemma":[0.001034635,0.0003897381,0.9755759,0.0004260524,0.00006060252,0.00005519027,0.02158332,0.00002975797,0.00003928303,0.0007183748,0.000003370683,0.00008381043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973332,0.001284312,0.00002097454,0.0007965599,0.00009233557,0.0002528878,0.00009836504,0.000004339714,0.0001170168],"genre_scores_gemma":[0.9994665,0.0003043793,0.00003870473,0.00007674978,0.00006440002,0.00001627972,0.000003596784,0.000008625879,0.00002074541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552047,"threshold_uncertainty_score":0.4103449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08540691806522824,"score_gpt":0.3738409164680925,"score_spread":0.2884339984028642,"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."}}