{"id":"W7046353186","doi":"","title":"COVID-19 AND THE CORRECTIONAL ENVIRONMENT: AN ANALYSIS OF CANADIAN CORRECTIONAL OFFICERS’ EXPERIENCES OF STRESS AND MENTAL HEALTH DURING THE PANDEMIC","year":2021,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Multilevel model; Pandemic; Coping (psychology); Biopsychosocial model; Population; Burnout; Occupational safety and health; Occupational stress; Workforce; Transactional analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288565,0.0005138906,0.0004374338,0.001766984,0.007453729,0.002230058,0.001386532,0.0005859581,0.001894928],"category_scores_gemma":[0.004965901,0.0004372862,0.0006146539,0.004706246,0.00136127,0.0007356348,0.002500931,0.001206471,0.0001344913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03957111,"about_ca_system_score_gemma":0.05689692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992386,"about_ca_topic_score_gemma":0.9955366,"domain_scores_codex":[0.9982894,0.0002151141,0.00008365291,0.0001195135,0.0004618363,0.0008304876],"domain_scores_gemma":[0.9958781,0.0003013368,0.0008475912,0.00008858358,0.001821163,0.001063166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111728,0.0001019649,0.8912663,0.0001634268,0.00005740206,0.0003190058,0.09267107,0.0001291301,0.0002691252,0.0002049145,0.00227578,0.0124301],"study_design_scores_gemma":[0.000004987984,0.00004558893,0.8582087,0.00009946083,0.00001539294,0.00006847508,0.1384788,0.0001540914,0.00004786143,0.00002515869,0.002819578,0.0000319229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970324,0.000293924,0.00003685102,0.000484694,0.00001361996,0.00005375083,0.0005831835,0.000002690511,0.00149871],"genre_scores_gemma":[0.9984303,0.0004571602,0.00008189804,0.0001414641,0.000006454004,0.00003007355,0.0003521083,0.000002558985,0.000497999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03957111,"threshold_uncertainty_score":0.2871099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008811308690263133,"score_gpt":0.2046018380120709,"score_spread":0.1957905293218077,"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."}}