{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754002,0.0002022812,0.0001159417,0.0008925684,0.001592989,0.002069744,0.0005431066,0.0009671413,0.00181254],"category_scores_gemma":[0.00302258,0.0001926062,0.0001423038,0.001318247,0.001470745,0.000925847,0.002198645,0.0008603439,0.0002052463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006773924,"about_ca_system_score_gemma":0.02764342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03125498,"about_ca_topic_score_gemma":0.03132476,"domain_scores_codex":[0.998908,0.0003860419,0.00007033438,0.0001059774,0.0001129735,0.0004166056],"domain_scores_gemma":[0.9985641,0.0001640481,0.0002676833,0.0001030621,0.0003274874,0.0005736001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001348409,0.001105865,0.1199276,0.001474502,0.00004972635,0.004525616,0.08119103,0.00568638,0.01530797,0.227074,0.01575377,0.5277687],"study_design_scores_gemma":[0.0001380066,0.0008017122,0.4502671,0.001112228,0.00004528026,0.0008389709,0.04979932,0.004821705,0.004967494,0.01171369,0.4754074,0.00008706915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798783,0.006161913,0.003476538,0.03007488,0.0003014383,0.0004249401,0.00008414773,0.00009994278,0.07949791],"genre_scores_gemma":[0.9819185,0.001454373,0.002811251,0.001007127,0.00006052769,0.0001191854,0.0000727701,0.000007226411,0.01254916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125498,"threshold_uncertainty_score":0.06214613,"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."}}