{"id":"W2572696725","doi":"10.3968/8516","title":"Discussion on Police Culture Construction","year":2016,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Border Security and International Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Public security; Carry (investment); China; Safety culture; Value (mathematics); Public relations; Political science; Sociology; Business; Engineering; Criminology; Law; Management; Computer science; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002295516,0.00008216389,0.00006768055,0.00003385023,0.001410531,0.0002418264,0.0003967328,0.0001336751,0.000291232],"category_scores_gemma":[0.0003756999,0.0000415504,0.00006243182,0.0001628965,0.0008222838,0.001208856,0.00005630482,0.0001452961,0.000292583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194554,"about_ca_system_score_gemma":0.00004110764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009130054,"about_ca_topic_score_gemma":0.001383546,"domain_scores_codex":[0.9990782,0.0001817682,0.0001672529,0.0001389849,0.0002835559,0.0001502361],"domain_scores_gemma":[0.9990011,0.0001163981,0.000110577,0.0002933936,0.0004077,0.00007081057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002432198,0.00004502102,0.002658044,0.000001707878,0.00001132129,5.912017e-8,0.01440709,0.000003459621,0.001499141,0.9324576,0.004349193,0.04454302],"study_design_scores_gemma":[0.000359547,0.00003390737,0.011822,0.0001038716,0.000006637089,0.000001662163,0.003630295,0.000009915483,0.0006329478,0.02135339,0.9618969,0.0001489155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.521241,0.0001693229,0.0003208394,0.0546015,0.000493851,0.0003292776,0.00004394852,0.0003191662,0.4224811],"genre_scores_gemma":[0.9844722,0.0007231711,0.0004560555,0.0002149351,0.0001450037,0.00001752546,0.0000398724,0.000005309249,0.01392589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575477,"threshold_uncertainty_score":0.9998895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865057088278899,"score_gpt":0.3887812075028683,"score_spread":0.3601306366200793,"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."}}