{"id":"W2905698313","doi":"10.3968/10442","title":"A Brief Study on Unofficial Petition for Administrative Matters in Chinese Universities and Colleges","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructive; Negotiation; Administration (probate law); Public relations; Reciprocal; Political science; China; Law; Business; Public administration; Process (computing); Computer science","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":[0.002796499,0.0003510232,0.0003851143,0.002740933,0.0121387,0.00346983,0.0009790331,0.001597413,0.005712664],"category_scores_gemma":[0.007059091,0.0004408834,0.0003795607,0.005272423,0.003525033,0.002672362,0.002137268,0.002043965,0.0003586292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01522289,"about_ca_system_score_gemma":0.01458885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1351896,"about_ca_topic_score_gemma":0.15243,"domain_scores_codex":[0.9972588,0.0007709161,0.0002020953,0.0002046101,0.0005031237,0.001060415],"domain_scores_gemma":[0.9954404,0.001695216,0.0009127815,0.0001369712,0.0007935467,0.001021085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001325574,0.0008682336,0.2041774,0.0008676907,0.00002002234,0.006449535,0.6769544,0.0002123484,0.001587772,0.03112707,0.009825015,0.06777796],"study_design_scores_gemma":[0.000006932298,0.0002239096,0.2714866,0.00029742,0.0000188293,0.0008296091,0.6800833,0.0002542748,0.0005188201,0.0006522314,0.0455721,0.00005599176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812399,0.001253702,0.0001635068,0.002847415,0.00008102924,0.0001264511,0.00006519332,0.000004883721,0.0142179],"genre_scores_gemma":[0.9840514,0.002554337,0.0002080151,0.00108905,0.00007594143,0.00008960367,0.0001093581,0.000005428022,0.01181708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351896,"threshold_uncertainty_score":0.2688055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490860466614107,"score_gpt":0.4053158937047331,"score_spread":0.360407289038592,"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."}}