{"id":"W2945613255","doi":"10.3968/10960","title":"The Legal Professional Qualification Examination and Legal Education in China","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenomenon; China; Legal education; Political science; Professional development; Law; Pedagogy; 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":[],"consensus_categories":[],"category_scores_codex":[0.002894751,0.00007738642,0.00008622994,0.0002283277,0.001260587,0.000335631,0.0003292955,0.00007519369,0.0003085712],"category_scores_gemma":[0.0004109371,0.00006796863,0.00002030211,0.001732759,0.0007671441,0.002147009,0.0000313228,0.0002251687,0.00003341415],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210362,"about_ca_system_score_gemma":0.009884148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974796,"about_ca_topic_score_gemma":0.0001614584,"domain_scores_codex":[0.9982529,0.0003088312,0.0003161793,0.0002477447,0.0006530193,0.0002212734],"domain_scores_gemma":[0.9986793,0.0001995128,0.0003248774,0.0001501999,0.0005754906,0.00007060722],"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":[0.000005400178,0.0002291728,0.006043757,0.000007690232,0.000001113123,9.159432e-9,0.009762522,2.707105e-7,0.000992272,0.9549684,0.001440572,0.02654881],"study_design_scores_gemma":[0.00005488126,0.000007446134,0.5976723,0.00001200598,0.000002259908,2.928245e-7,0.01104013,0.000003132392,0.00006115487,0.001847337,0.3892384,0.00006059227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5787916,0.00009020163,0.000003133503,0.02391338,0.00365934,0.0003998639,0.000001102431,0.00001711467,0.3931242],"genre_scores_gemma":[0.8951755,0.00002900177,0.0001244547,0.0003433353,0.0003156713,0.00006036647,0.00000869009,0.000004864035,0.1039381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9531211,"threshold_uncertainty_score":0.9957289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236773548508345,"score_gpt":0.4141184820290598,"score_spread":0.3917507465439763,"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."}}