{"id":"W2788223979","doi":"10.3968/10075","title":"Improving Public Security Administrative Mediation System in China","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Ombudsman and Human Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mediation; Party-directed mediation; Alternative dispute resolution; Transformative mediation; Public relations; Business; Law and economics; Order (exchange); China; Political science; Power (physics); Public security; Law; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008213997,0.0005142878,0.0004581484,0.002764362,0.006472652,0.003645223,0.00329167,0.001356741,0.01457215],"category_scores_gemma":[0.008347612,0.00036615,0.0008536262,0.002565683,0.001566858,0.003140257,0.00464835,0.0009151184,0.0007735585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141523,"about_ca_system_score_gemma":0.05128314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09332143,"about_ca_topic_score_gemma":0.06478137,"domain_scores_codex":[0.9941694,0.001505863,0.0003736763,0.0004637115,0.001845768,0.001641676],"domain_scores_gemma":[0.9959216,0.0005571407,0.0004500902,0.0003606688,0.001751507,0.000959004],"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":[0.0007559049,0.00193873,0.1279804,0.002579527,0.0003883276,0.004559712,0.01779332,0.03115278,0.01612059,0.2344584,0.04812888,0.5141433],"study_design_scores_gemma":[0.00164548,0.002682854,0.2647379,0.001240913,0.001698992,0.001330005,0.03301411,0.1449477,0.01614571,0.06360368,0.4683374,0.0006152723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685291,0.00417508,0.01906278,0.01289668,0.0003991613,0.002333647,0.0003610058,0.0009660054,0.09127667],"genre_scores_gemma":[0.9775059,0.001165789,0.006119788,0.0004304593,0.00007630696,0.000373552,0.0002438623,0.00002646006,0.01405784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09332143,"threshold_uncertainty_score":0.1855565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531959051992006,"score_gpt":0.2989772185506585,"score_spread":0.2736576280307384,"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."}}