{"id":"W7035507686","doi":"","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":"eScholarship@McGill (McGill)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Traumatic stress; Officer; Stress (linguistics); Occupational stress; Affect (linguistics); Intervention (counseling)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002075998,0.0006569586,0.000560476,0.001453765,0.01533742,0.005005587,0.001644551,0.001153735,0.002824585],"category_scores_gemma":[0.006078646,0.0005155663,0.0004481144,0.001637162,0.008932968,0.001529826,0.00492677,0.003575811,0.000278332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0237269,"about_ca_system_score_gemma":0.03157669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8652037,"about_ca_topic_score_gemma":0.9499047,"domain_scores_codex":[0.9980013,0.0003701922,0.00004020247,0.0001448653,0.0005780266,0.0008653572],"domain_scores_gemma":[0.9974366,0.0004390663,0.0004667836,0.00006840436,0.0006342408,0.000954954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003250413,0.00006702673,0.02658148,0.00009443804,0.00000962783,0.0004316148,0.9651887,0.00002608758,0.0006191639,0.0004561152,0.001552443,0.004940849],"study_design_scores_gemma":[0.000001619893,0.00003306765,0.03962202,0.00005546854,0.000003983415,0.00008345082,0.9550119,0.00001819001,0.00003316761,0.00006437053,0.005052537,0.00002013166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932914,0.0004075413,0.00007497591,0.001052071,0.00004981785,0.00004893094,0.0000910154,0.000004632152,0.004979596],"genre_scores_gemma":[0.9957111,0.0008054355,0.0001645948,0.0004213919,0.00001630944,0.00003542828,0.00007688902,0.00000675556,0.002762211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347963,"threshold_uncertainty_score":0.2711803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834155280195011,"score_gpt":0.2539825375668493,"score_spread":0.07056700954734818,"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."}}