{"id":"W2058850020","doi":"10.1350/ijps.2008.10.2.81","title":"Stress, Gender and Policing: The Impact of Perceived Gender Discrimination on Symptoms of Stress","year":2008,"lang":"en","type":"article","venue":"International Journal of Police Science & Management","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stressor; Perception; Psychology; Stress (linguistics); Gender discrimination; Clinical psychology; Work stress; Social psychology; Developmental psychology; Work (physics); Demographic economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008504824,0.00008612176,0.0001226695,0.0004350875,0.0003330404,0.00007356404,0.0007918818,0.00002474456,0.00008208519],"category_scores_gemma":[0.00008522719,0.0000567716,0.0001089517,0.0003023243,0.0009834974,0.000621054,0.0001050183,0.0001141977,0.000002022266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183471,"about_ca_system_score_gemma":0.0002086673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03915999,"about_ca_topic_score_gemma":0.0007235827,"domain_scores_codex":[0.9979688,0.0000986049,0.0003340131,0.0001159355,0.001280702,0.0002019491],"domain_scores_gemma":[0.998607,0.0001208169,0.000536091,0.0001289227,0.0005038389,0.0001033731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001937411,0.001110092,0.1318623,0.00004850375,0.0007568322,0.00001504368,0.6848972,0.0152503,0.007541898,0.1329328,0.001263056,0.02412822],"study_design_scores_gemma":[0.0002406299,0.0001040378,0.9804732,0.00006022512,0.00003433297,0.00001497182,0.01808101,0.0001898514,0.0001273616,0.0004938975,0.000120572,0.00005997425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970202,0.00001256239,0.00007719347,0.0007183697,0.000234168,0.00009706556,0.00002310095,0.000003820378,0.02863171],"genre_scores_gemma":[0.9988006,0.0005416443,0.0001067516,0.0001200119,0.000247619,0.000001179552,8.181066e-7,0.000004257293,0.0001770659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8486108,"threshold_uncertainty_score":0.9672383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07553103013825115,"score_gpt":0.4164618735525266,"score_spread":0.3409308434142754,"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."}}