{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280863,0.00007097871,0.0000946987,0.0004419552,0.0003087137,0.0008599216,0.001315296,0.00002659483,0.0003012786],"category_scores_gemma":[0.0002283033,0.0000639512,0.00008852618,0.0003495809,0.0004028541,0.003249813,0.0001199287,0.00008450864,0.00008806733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004989042,"about_ca_system_score_gemma":0.0004239982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008325742,"about_ca_topic_score_gemma":0.001283922,"domain_scores_codex":[0.9977273,0.00005795414,0.0002860937,0.0001309915,0.001509829,0.0002878447],"domain_scores_gemma":[0.9980931,0.00009335753,0.0003340674,0.0001077546,0.001089912,0.0002818202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002138032,0.0003186356,0.0004161072,0.00001111721,0.0002267995,0.00001483865,0.303193,0.0005976496,0.001114738,0.2765628,0.1389382,0.2783924],"study_design_scores_gemma":[0.0008639692,0.0001236192,0.0012999,0.00008581659,0.00004854042,0.00001666951,0.06996469,0.0001901112,0.000116069,0.004811159,0.9223248,0.0001546653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2426723,0.0002030506,0.01070994,0.112266,0.03197729,0.0008230405,0.00001903491,0.00008249928,0.6012468],"genre_scores_gemma":[0.9720024,0.0005947044,0.003516667,0.002761166,0.001770721,0.000007048196,9.392801e-7,0.000007432646,0.01933887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7833866,"threshold_uncertainty_score":0.9982779,"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."}}