{"id":"W2297711880","doi":"10.1080/15614263.2015.1086878","title":"Development and reform of police training and education in Taiwan","year":2015,"lang":"en","type":"article","venue":"Police Practice and Research","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Training (meteorology); Training system; Curriculum; Democracy; Political science; Public relations; Public administration; Medical education; Law; Medicine","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":[0.004882915,0.00005501507,0.00009943505,0.0002594891,0.0003640616,0.0001119484,0.00007862321,0.00007460816,0.000008675831],"category_scores_gemma":[0.0006650921,0.00005001802,0.000005646372,0.0003551277,0.0003253497,0.0008263106,0.00008840552,0.000278822,0.000005597981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292179,"about_ca_system_score_gemma":0.001676158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6156362,"about_ca_topic_score_gemma":0.1854454,"domain_scores_codex":[0.9985853,0.0004245111,0.0001582176,0.0001492657,0.000378401,0.0003042539],"domain_scores_gemma":[0.9989048,0.0004472414,0.00007286503,0.0000829603,0.0002268535,0.000265287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003320288,0.00009007176,0.001773708,0.0000248606,0.000007212886,2.31386e-7,0.8657883,1.733269e-7,0.0001533365,0.01097856,0.0002622479,0.120888],"study_design_scores_gemma":[0.0001684651,0.00004186663,0.01118101,0.00003387631,0.000005778511,0.00001106946,0.7018691,0.000008755742,0.00001900652,0.0002546603,0.2863467,0.00005968528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228246,0.0002271398,0.000001317635,0.01111561,0.00003189953,0.0001278316,0.000001053988,0.000006707668,0.1656639],"genre_scores_gemma":[0.9940693,0.001233019,0.002593551,0.0002729072,0.0001706653,0.00001509475,0.000001309439,0.000006104221,0.001638009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4301907,"threshold_uncertainty_score":0.8294181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3244130059876166,"score_gpt":0.5484915391393104,"score_spread":0.2240785331516937,"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."}}