{"id":"W3208553782","doi":"10.1177/00938548211050112","title":"Pervasive Uncertainty under Threat: Mental Health Disorders and Experiences of Uncertainty for Correctional Workers","year":2021,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Manitoba; Memorial University of Newfoundland","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Mental health; Occupational safety and health; Psychological intervention; Psychiatry; Work (physics); Medicine; Corporate governance; Human factors and ergonomics; Suicide prevention; Psychology; Poison control; Environmental health; Business; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002531477,0.0001460697,0.0002574664,0.00008118423,0.001245874,0.00007882654,0.00008691663,0.00007684241,0.00016618],"category_scores_gemma":[0.0001108123,0.0001413067,0.000118221,0.0002750572,0.0005904999,0.0001569087,0.00004353189,0.0001000255,8.308675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009947707,"about_ca_system_score_gemma":0.0004531278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009915059,"about_ca_topic_score_gemma":0.03088254,"domain_scores_codex":[0.9986925,0.0001004701,0.000256932,0.0003568096,0.0002816429,0.0003116038],"domain_scores_gemma":[0.9990988,0.0002607965,0.0001250194,0.0001052424,0.0002283148,0.0001818285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002732669,0.0007595448,0.003328498,0.0007847256,0.00008423941,0.000007023091,0.7237499,0.0002644502,0.0002039592,0.003093922,0.0009985463,0.266452],"study_design_scores_gemma":[0.0002926194,0.0001996134,0.001811453,0.00005519522,0.003597754,0.00001452652,0.9930074,0.0001923576,0.00004405282,0.00004482531,0.0005770521,0.00016317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954701,0.001578636,0.0009155825,0.000699765,0.0008575715,0.0002568836,0.00003818497,0.00002041665,0.0001628508],"genre_scores_gemma":[0.9965021,0.002074692,0.0004063627,0.0002544288,0.0001516051,0.0001339835,0.00004565005,0.000008953922,0.0004222199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2692575,"threshold_uncertainty_score":0.996678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405459780644564,"score_gpt":0.3594699325356425,"score_spread":0.3189239544711861,"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."}}