{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001625309,0.00007882004,0.0001052172,0.0002932474,0.003061961,0.0003686732,0.0005343562,0.00009656599,0.0002130377],"category_scores_gemma":[0.0002500349,0.00008152419,0.00002668821,0.001206648,0.002511116,0.0007182103,0.00002300706,0.0001275635,0.00008640827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231005,"about_ca_system_score_gemma":0.004743472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1466968,"about_ca_topic_score_gemma":0.8928154,"domain_scores_codex":[0.9982097,0.0001186899,0.0001488262,0.0002967598,0.0004939362,0.0007321356],"domain_scores_gemma":[0.9990116,0.00002037704,0.00007922974,0.00009398514,0.0001911252,0.0006037093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001001976,0.00000683736,0.006350594,0.000004473393,9.020732e-7,0.000008210121,0.07060622,4.076602e-9,0.00002785542,0.9193512,0.0002667622,0.003375893],"study_design_scores_gemma":[0.001134703,0.0002814872,0.3511578,0.00009150435,0.00001799365,0.000004564728,0.3537621,0.0009672036,0.0004994713,0.03271486,0.2576379,0.001730375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4279237,0.000007473281,0.000008135864,0.0007455182,0.0005039438,0.0001787947,0.00001000056,0.00004073335,0.5705817],"genre_scores_gemma":[0.9985049,7.979842e-7,0.00002025024,0.0001268757,0.001067954,0.000008013217,0.000001655562,0.000004268817,0.0002653111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8866364,"threshold_uncertainty_score":0.9982359,"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."}}