{"id":"W2519061793","doi":"","title":"Study on Strategies of Honest Governance Education to Chinese Policemen","year":2016,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Ideology; Corporate governance; Autonomy; Political education; Politics; Harmonious Society; Political science; Language change; Sociology; Public administration; Law; China; Management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.000560203,0.0000872712,0.0001403229,0.00009496584,0.0003621292,0.0000409633,0.0004382646,0.00004849625,0.0005044601],"category_scores_gemma":[0.0003798765,0.0000594752,0.00003557072,0.001154794,0.0008800192,0.0004027838,0.00003570246,0.00004182763,0.00006258055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493412,"about_ca_system_score_gemma":0.002882012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685752,"about_ca_topic_score_gemma":0.00006033825,"domain_scores_codex":[0.9984975,0.0001126482,0.0002423693,0.0002405007,0.0006420226,0.0002649321],"domain_scores_gemma":[0.9988439,0.0001451291,0.0001861032,0.0001484288,0.0005114895,0.0001649317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000893652,0.001112598,0.01849171,0.000005235924,0.000001862366,1.158367e-8,0.01803396,1.646275e-7,0.003965043,0.9513152,0.001220843,0.005844425],"study_design_scores_gemma":[0.00006688913,0.0001346418,0.9529249,0.00002354967,0.00000397732,3.860281e-8,0.01263254,1.241212e-8,0.0004017728,0.01629217,0.01743979,0.00007970006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6991059,0.000008342228,0.000004818156,0.009316392,0.001069338,0.0002515205,0.000003794669,0.00001432662,0.2902255],"genre_scores_gemma":[0.9874514,0.000004943908,0.0001182352,0.0004389854,0.000707527,0.00005409555,4.693476e-7,0.000003880187,0.01122041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9350231,"threshold_uncertainty_score":0.7083487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080086426100554,"score_gpt":0.417461934116128,"score_spread":0.3866610698551224,"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."}}