{"id":"W3127697186","doi":"10.1177/0264550520984253","title":"Operational and organisational stressors in community correctional work: Insights from probation and parole officers in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Probation Journal","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Mental health; Psychology; Work (physics); Occupational stress; Criminology; Public relations; Applied psychology; Social psychology; Political science; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001593779,0.000477094,0.0005319108,0.001728156,0.0204795,0.004190014,0.001712149,0.0009666585,0.002512305],"category_scores_gemma":[0.004825676,0.0004433858,0.000297601,0.004026876,0.005070639,0.001226414,0.004108282,0.001769864,0.0002414502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05556051,"about_ca_system_score_gemma":0.1001786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867688,"about_ca_topic_score_gemma":0.9954256,"domain_scores_codex":[0.9971153,0.0004813461,0.0000928818,0.000177856,0.0007400795,0.001392629],"domain_scores_gemma":[0.9939681,0.0007615411,0.001049424,0.0001297627,0.002087129,0.002004049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009748308,0.00009285858,0.1869458,0.0002016607,0.00001488178,0.001253288,0.7946875,0.00009227717,0.0006279702,0.0005802054,0.0032806,0.01212548],"study_design_scores_gemma":[0.00000277348,0.00002864596,0.1437151,0.00009880901,0.000004359803,0.00008857478,0.8505378,0.00004785374,0.00004179147,0.00007680604,0.005337397,0.00002004941],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942017,0.0005325408,0.00008625146,0.001750485,0.00002283092,0.00005804217,0.0002327357,0.000003087043,0.003112282],"genre_scores_gemma":[0.9966883,0.0008116292,0.0001295005,0.0003819308,0.00001115616,0.00003209196,0.0001483167,0.000005662179,0.001791523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05556051,"threshold_uncertainty_score":0.4031216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993766525603588,"score_gpt":0.2485710701364109,"score_spread":0.228633404880375,"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."}}