{"id":"W2247942943","doi":"10.1177/1461355715603590","title":"‘This isn’t what I signed up for’","year":2015,"lang":"en","type":"article","venue":"International Journal of Police Science & Management","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Western University","funders":"","keywords":"Officer; Operationalization; Law enforcement; Perspective (graphical); Occupational stress; Public relations; Psychology; Criminology; Political science; Social psychology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004744292,0.0004843255,0.0004829561,0.0005187424,0.0100736,0.004488453,0.0009525805,0.001888873,0.01070904],"category_scores_gemma":[0.01669393,0.0003602401,0.000347323,0.0007234832,0.00929522,0.005929194,0.003237497,0.006324356,0.00474447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310082,"about_ca_system_score_gemma":0.004176737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250075,"about_ca_topic_score_gemma":0.01779474,"domain_scores_codex":[0.9947665,0.002342541,0.0001952914,0.0003738841,0.001408535,0.0009132306],"domain_scores_gemma":[0.9920319,0.001207052,0.001305887,0.0005461401,0.002746828,0.002162124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001054809,0.0001423916,0.02565645,0.0007962425,0.00006092652,0.003367468,0.5252761,0.0001174682,0.002702761,0.04702051,0.3010925,0.09366176],"study_design_scores_gemma":[0.00001242042,0.0001470453,0.01072228,0.0008588325,0.00002041211,0.003036228,0.3710151,0.0001172315,0.0004187929,0.006806684,0.6067372,0.0001076234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3409224,0.01012926,0.01358153,0.3490587,0.01511879,0.0003504146,0.0005235882,0.0003491473,0.2699662],"genre_scores_gemma":[0.8275916,0.005627039,0.006617531,0.06339587,0.001360254,0.0002274973,0.0002825245,0.0002766888,0.09462105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01250075,"threshold_uncertainty_score":0.03582531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09768566835172714,"score_gpt":0.4522951883756025,"score_spread":0.3546095200238753,"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."}}