{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001660987,0.0003676551,0.0003548597,0.001930645,0.0165629,0.002909454,0.001166286,0.0007400629,0.002989571],"category_scores_gemma":[0.005498839,0.000381944,0.0004037788,0.001907753,0.003337097,0.0009490788,0.002897815,0.001524487,0.0001130046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04479763,"about_ca_system_score_gemma":0.05603998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9832715,"about_ca_topic_score_gemma":0.9940105,"domain_scores_codex":[0.998187,0.00025549,0.00007438154,0.000112844,0.0004306315,0.0009395972],"domain_scores_gemma":[0.9954247,0.0004415927,0.001130788,0.0001152381,0.001649591,0.001238195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008937094,0.0001297458,0.6913815,0.0001421862,0.00003375899,0.000518105,0.2879451,0.00007638865,0.0007496329,0.0007292411,0.002775643,0.01542934],"study_design_scores_gemma":[0.000004574812,0.00003692428,0.6206341,0.0002261598,0.00001844306,0.0001541574,0.3744613,0.00009981067,0.0001439206,0.00008485837,0.004103968,0.00003187079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971442,0.0002094071,0.0000255708,0.0007207759,0.00001354973,0.00002836883,0.00008800855,0.000001685037,0.001768362],"genre_scores_gemma":[0.9989259,0.0002188813,0.00004921549,0.0001519499,0.000004974487,0.00001112654,0.0000511385,0.000001472356,0.0005852874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04479763,"threshold_uncertainty_score":0.325031,"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."}}