{"id":"W7161953886","doi":"10.82308/15061","title":"The adaptive capacities of Canadian correctional officer recruits: Exploring experiences of and responses to acute and traumatic stress","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Stressor; Workforce; Psychological intervention; Coping (psychology); Staffing; Psychological resilience; Occupational stress","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":[0.002198013,0.0006683386,0.0005856808,0.001521059,0.01589369,0.005129578,0.00171473,0.001189911,0.002910087],"category_scores_gemma":[0.006315429,0.0005372133,0.0004724739,0.001678044,0.009078841,0.0016154,0.005102536,0.003783928,0.0002907346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02441003,"about_ca_system_score_gemma":0.0331463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.868481,"about_ca_topic_score_gemma":0.9505927,"domain_scores_codex":[0.9978696,0.0003917031,0.00004269021,0.0001538472,0.0006253786,0.0009167559],"domain_scores_gemma":[0.9972745,0.0004608876,0.0004791036,0.00007284305,0.0006763304,0.001036379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003355367,0.00007010072,0.02652832,0.0000995486,0.00001021334,0.0004435093,0.9650028,0.0000271959,0.0006154191,0.0004824677,0.001679605,0.005007232],"study_design_scores_gemma":[0.000001700406,0.00003409401,0.03929097,0.00006137758,0.000004121928,0.00008662315,0.9551002,0.00001945647,0.00003313884,0.00006714754,0.005279365,0.00002170467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929467,0.0004404928,0.00007944481,0.001162013,0.00005627671,0.00005166689,0.00009774264,0.000004814628,0.005160992],"genre_scores_gemma":[0.9955836,0.000855695,0.0001651391,0.0004483382,0.00001764335,0.00003560528,0.00008053044,0.000007152747,0.002806278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131519,"threshold_uncertainty_score":0.2645871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285233809268234,"score_gpt":0.3491749359235595,"score_spread":0.2206515549967361,"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."}}