{"id":"W3036688715","doi":"10.1111/add.15169","title":"Alcohol and drug problems among Australian homicide offenders","year":2020,"lang":"en","type":"article","venue":"Addiction","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Australian Research Council","keywords":"Homicide; Substance abuse; Poison control; Psychiatry; Psychology; Injury prevention; Impulsivity; Suicide prevention; Situational ethics; Human factors and ergonomics; Clinical psychology; Medicine; Medical emergency; Social psychology","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":[0.0002412169,0.0001038149,0.0001291121,0.00003846641,0.0003965058,0.00009434099,0.0001166531,0.00008340808,0.0002687005],"category_scores_gemma":[0.00007525511,0.0001053653,0.0000494248,0.0001889675,0.0002503014,0.0003611837,0.00002075645,0.0001547043,0.00006663425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852905,"about_ca_system_score_gemma":0.00004271638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003727775,"about_ca_topic_score_gemma":0.00290006,"domain_scores_codex":[0.9989922,0.00009687179,0.0001777283,0.0002484194,0.000216691,0.0002680813],"domain_scores_gemma":[0.9995221,0.00004156494,0.00008066038,0.00008974736,0.00003268634,0.0002331809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006352114,0.00007374249,0.6980825,0.00003793155,0.0001425094,0.00001933683,0.1597557,0.0001908779,0.002877068,0.01061517,0.1092431,0.01889854],"study_design_scores_gemma":[0.001792979,0.0001322951,0.5347409,0.0001372052,0.0001944711,0.000003713431,0.02947748,0.0007749723,0.003842033,0.00136088,0.4267547,0.0007884483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745167,0.00007465834,0.00006148942,0.007886491,0.0002410876,0.000319591,0.000007951661,0.0002064051,0.01668558],"genre_scores_gemma":[0.9976308,0.0002098261,0.00005924034,0.0007669168,0.0004017816,0.000008494991,0.00001230915,0.00001262197,0.0008979976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3175115,"threshold_uncertainty_score":0.5635305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272170818494693,"score_gpt":0.2622029802649701,"score_spread":0.2349858984155008,"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."}}