{"id":"W3039620229","doi":"10.3390/ijerph17134736","title":"Canadian Public Safety Personnel and Occupational Stressors: How PSP Interpret Stressors on Duty","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Canadian Institute for Military and Veteran Health Research","keywords":"Stressor; Occupational stress; Workload; Psychology; Thematic analysis; Occupational safety and health; Context (archaeology); Applied psychology; Medicine; Qualitative research; Social psychology; Clinical psychology; Management; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003996224,0.0002044081,0.0003536257,0.0008436844,0.001561012,0.0001718676,0.0006194985,0.0001820024,0.001627001],"category_scores_gemma":[0.002691003,0.0001756076,0.00007226398,0.0002620892,0.000351159,0.0006926959,0.0002951824,0.002150508,0.00008106609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203061,"about_ca_system_score_gemma":0.005234826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005650238,"about_ca_topic_score_gemma":0.009499092,"domain_scores_codex":[0.9936147,0.001495909,0.0008346602,0.0003990813,0.002394231,0.001261372],"domain_scores_gemma":[0.9930326,0.001869329,0.0002946203,0.0001570668,0.0004905084,0.004155917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002897033,0.0006579147,0.8008447,0.0002691744,0.000279565,0.0001421227,0.008504809,0.000004879508,0.00006526384,0.01349718,0.02017603,0.1526613],"study_design_scores_gemma":[0.003182031,0.002795429,0.738399,0.0003019087,0.000002956917,0.00005337684,0.01936589,0.0009228009,0.000004719902,0.0005525621,0.2341702,0.0002490497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.592819,0.0007106534,0.0001203947,0.4024916,0.0003799564,0.0006243658,0.001434688,0.00001156955,0.001407847],"genre_scores_gemma":[0.9876605,0.00400061,0.000172603,0.006712387,0.0009809791,0.00002764513,0.0001928618,0.0000266346,0.0002257717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957792,"threshold_uncertainty_score":0.9997388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1825168728872262,"score_gpt":0.4645374581169555,"score_spread":0.2820205852297293,"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."}}