{"id":"W7119500800","doi":"10.65264/cuze6292","title":"Article 11: Mental Health Stigma Among Correctional Officers in Canadian Federal Prisons","year":2021,"lang":"","type":"article","venue":"Advancing Corrections Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Mental health; Stigma (botany); Compromise; Stressor; Occupational safety and health; Variety (cybernetics); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002040629,0.0004502696,0.0006819876,0.001321038,0.01146305,0.001070914,0.0003288489,0.000258492,0.003611196],"category_scores_gemma":[0.001249575,0.0005611834,0.0005713154,0.004666894,0.0003878301,0.001382752,0.00008143559,0.001868849,0.0001222867],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009500529,"about_ca_system_score_gemma":0.01880664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9006138,"about_ca_topic_score_gemma":0.9988316,"domain_scores_codex":[0.9934878,0.001143289,0.001372486,0.0007757901,0.0009559365,0.00226467],"domain_scores_gemma":[0.9954972,0.0003513123,0.0006176043,0.0003398678,0.0008381059,0.002355959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008453378,0.001122558,0.7109809,0.00004163785,0.0003156061,0.0004539609,0.0768299,0.0391104,0.0001117472,0.0002465403,0.02988781,0.1408144],"study_design_scores_gemma":[0.0009140788,0.0002012774,0.06133969,0.0005373847,0.0002504858,0.001301489,0.8436038,0.01393783,0.00006555729,0.00005419927,0.07707408,0.0007200721],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547827,0.001944444,0.004451421,0.006904973,0.02801652,0.0003253512,0.00005384193,0.00006628491,0.00345452],"genre_scores_gemma":[0.9894189,0.003431787,0.0006718471,0.0008861045,0.001560352,0.00001954381,0.00003077101,0.00005177342,0.003928974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667739,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265570730927568,"score_gpt":0.3080371847812812,"score_spread":0.2953814774720055,"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."}}