{"id":"W7161953556","doi":"10.82308/15088","title":"The effects of mindfulness and self-compassion on perceived occupational stress and mental health in Canadian police officers","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mindfulness; Poison control; Occupational stress; Mental health","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":[0.001414875,0.0003372724,0.0003827061,0.0008518768,0.003303275,0.001060039,0.0008395456,0.0005431064,0.003147192],"category_scores_gemma":[0.006277179,0.0003888147,0.0006250779,0.000961845,0.00149136,0.0003843568,0.000861354,0.0008661048,0.0001245868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425723,"about_ca_system_score_gemma":0.02074839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9462131,"about_ca_topic_score_gemma":0.973916,"domain_scores_codex":[0.9989914,0.000188376,0.00003166368,0.00007423872,0.0003555641,0.0003587108],"domain_scores_gemma":[0.997191,0.0006365773,0.000493677,0.00008729763,0.0007988448,0.0007926652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001082915,0.001466945,0.8756157,0.0004789707,0.000250761,0.0001617089,0.04787974,0.0001397877,0.001767371,0.0004620014,0.002121734,0.06857236],"study_design_scores_gemma":[0.00002875884,0.0001170737,0.9916909,0.00005718862,0.0000334734,0.00001221669,0.007086841,0.00005335564,0.00005945382,0.00004546313,0.0007997392,0.00001553859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997056,0.0006933015,0.00002758708,0.0003427009,0.00001978933,0.00003911444,0.00006963206,0.000001356413,0.001750524],"genre_scores_gemma":[0.9977366,0.0008210397,0.0001115342,0.0001161262,0.00001032106,0.000042519,0.00007504231,0.000001729373,0.001085136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05378687,"threshold_uncertainty_score":0.1082072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312264883977938,"score_gpt":0.3609031249543456,"score_spread":0.3477804761145662,"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."}}