{"id":"W6945834556","doi":"10.26226/morressier.5c643dcc9ae8fb00131f860e","title":"COMPARING OCCUPATIONAL STRESSORS AND THE MENTAL HEALTH OF MALE AND FEMALE CANADIAN CORRECTIONAL OFFICERS","year":2017,"lang":"en","type":"other","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Work (physics); Government (linguistics); Population; Mental stress; Context (archaeology)","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","bibliometrics","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001617902,0.0006596977,0.001276473,0.01238078,0.00157786,0.003022825,0.003597053,0.0004017157,0.007368723],"category_scores_gemma":[0.000153227,0.000536718,0.0001461879,0.003974764,0.00425409,0.005728977,0.004301255,0.001350253,0.000415727],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148017,"about_ca_system_score_gemma":0.008073455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.285404,"about_ca_topic_score_gemma":0.09191626,"domain_scores_codex":[0.9935064,0.001580828,0.0006916974,0.001272912,0.001548972,0.001399174],"domain_scores_gemma":[0.9955185,0.0005984448,0.0008521051,0.001509293,0.00006207602,0.001459552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001122695,0.00007759501,0.1118704,0.0002753968,0.000262156,0.0000300197,0.0001891034,0.000002062653,0.000002118383,0.00663558,0.8788921,0.0006407588],"study_design_scores_gemma":[0.00353042,0.0001664242,0.05123676,0.0009230939,0.00001669471,0.00007266738,0.0003164878,0.0001461732,0.00004246411,0.0001495959,0.9428713,0.0005279103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005545171,0.01350809,8.43358e-7,0.006173174,0.0005785225,0.004588523,0.02108352,0.0002240212,0.9482982],"genre_scores_gemma":[0.04279942,0.01035015,0.001357319,0.0007536936,0.0006759649,0.0003568563,0.01908753,0.001760849,0.9228582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1934878,"threshold_uncertainty_score":0.9997219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09835777001313085,"score_gpt":0.3599302147102159,"score_spread":0.261572444697085,"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."}}