{"id":"W2153682321","doi":"10.1108/13639510210429437","title":"Physical evidence of police officer stress","year":2002,"lang":"en","type":"article","venue":"Policing An International Journal","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":343,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Officer; Stressor; Psychology; Stress (linguistics); Coping (psychology); Occupational stress; Debriefing; Social psychology; Clinical psychology; Applied psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003658406,0.00009913689,0.0001601768,0.0002000441,0.000368771,0.00001654257,0.0004201847,0.0000638909,0.001045377],"category_scores_gemma":[0.0001613262,0.00008432521,0.00006610106,0.0001129367,0.00004445815,0.0006198504,0.0000516527,0.0006261288,0.0002540805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686921,"about_ca_system_score_gemma":0.0001519652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007274231,"about_ca_topic_score_gemma":0.0007998082,"domain_scores_codex":[0.9982446,0.0002068902,0.0005011409,0.0001191795,0.0006000857,0.0003281158],"domain_scores_gemma":[0.9980869,0.000451873,0.0004126264,0.0001463473,0.0006661422,0.0002360968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002195682,0.0002892377,0.9587802,0.0001195094,0.0000489942,0.000004399994,0.02204026,0.0004742055,0.000716853,0.002968011,0.004381658,0.009957112],"study_design_scores_gemma":[0.0009897165,0.0003229312,0.9656667,0.001768129,0.0000188119,0.00007013291,0.0005560712,0.02769716,0.0004357227,0.0003665009,0.001912709,0.0001954114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905135,0.00003125148,0.000104606,0.001672399,0.00123681,0.00008818085,0.00003653933,0.00002414646,0.006292574],"genre_scores_gemma":[0.9918723,0.0002563176,0.0002527734,0.001864989,0.004984299,0.000006322784,0.000004637327,0.00001335112,0.0007450565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02722295,"threshold_uncertainty_score":0.9998678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174764207832025,"score_gpt":0.5309278610596059,"score_spread":0.3561636532275809,"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."}}