{"id":"W4321607487","doi":"10.35502/jcswb.299","title":"Prevalence, pattern, and a leader’s intervention— The impact of alcohol abuse in police and public safety organizations","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Montreal Police Service","funders":"","keywords":"Psychological intervention; Stigma (botany); Intervention (counseling); Alcohol abuse; Alcohol consumption; Public health; Mental health; Brief intervention; Psychology; Psychiatry; Environmental health; Public relations; Medicine; Nursing; Political science; Alcohol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002280199,0.0001585054,0.0002355262,0.0006495276,0.001495059,0.0006566369,0.0005453712,0.000618676,0.001914819],"category_scores_gemma":[0.008215667,0.0002503459,0.0003561206,0.0004077867,0.0005655282,0.0008483842,0.001100973,0.000768245,0.0002096459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333878,"about_ca_system_score_gemma":0.002704195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467547,"about_ca_topic_score_gemma":0.02343532,"domain_scores_codex":[0.9967712,0.001971487,0.0001126393,0.0001729518,0.0002834244,0.0006882821],"domain_scores_gemma":[0.9967992,0.0007403443,0.0008477488,0.0001355268,0.0005614433,0.0009157525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008110416,0.007485395,0.8869436,0.0001516539,0.00009383709,0.0003879189,0.01557216,0.0001433941,0.001336816,0.0002856581,0.001508645,0.08527975],"study_design_scores_gemma":[0.00008438488,0.002907582,0.9615483,0.0001284051,0.00004575325,0.0001114305,0.03279944,0.0003635371,0.0005156064,0.0001298282,0.001349519,0.00001622854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998574,0.00007443821,0.00004452095,0.000578135,0.00001434289,0.00003351205,0.00001495486,0.000003005615,0.0006630841],"genre_scores_gemma":[0.999506,0.00006305163,0.00008121152,0.00008433515,0.000009789157,0.00004141033,0.00001463189,8.024333e-7,0.0001988695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467547,"threshold_uncertainty_score":0.02918011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644278322642437,"score_gpt":0.3753146935125324,"score_spread":0.3288719102861081,"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."}}