{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004278037,0.000295353,0.0002100793,0.001394951,0.002863129,0.0008529864,0.0005103737,0.0002897818,0.002024858],"category_scores_gemma":[0.002217776,0.0001968227,0.0002871447,0.001491376,0.0007423405,0.0002605767,0.0008964296,0.0004030151,0.0001193267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0067554,"about_ca_system_score_gemma":0.006202526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8995957,"about_ca_topic_score_gemma":0.9461317,"domain_scores_codex":[0.999395,0.00004889132,0.00002256448,0.00005637159,0.0002200801,0.0002571138],"domain_scores_gemma":[0.9985995,0.00009727486,0.0004421529,0.00003046154,0.0004598838,0.000370858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004194443,0.00002526083,0.991861,0.00002208829,0.00001830747,0.00006312279,0.003144826,0.00002351539,0.0001585565,0.00002502112,0.0003529792,0.004263354],"study_design_scores_gemma":[9.094296e-7,0.00001419362,0.9960424,0.000008461999,0.000003545729,0.00002503306,0.003702421,0.00001332964,0.00001625772,0.000004142753,0.0001663765,0.000002948925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989204,0.0001336852,0.00001242077,0.0000939708,0.000005316111,0.000007734874,0.0002112124,6.749074e-7,0.0006145855],"genre_scores_gemma":[0.9993017,0.0001801972,0.000026525,0.00002959902,0.000005750094,0.000005836803,0.000184114,5.328657e-7,0.0002657581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004043,"threshold_uncertainty_score":0.2019911,"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."}}