{"id":"W1698892576","doi":"10.3968/6306","title":"The Teacher Education in Ewha Womans University: Current Situation, Characteristics, and Experience","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mathematics education; China; Service (business); Teacher education; Training (meteorology); Pedagogy; Medical education; Sociology; Psychology; Political science; Medicine; Business; Geography","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":[0.0004955257,0.00006416597,0.0000732434,0.0001194438,0.0003348794,0.0001340819,0.0005636974,0.00002388893,0.000005007128],"category_scores_gemma":[0.0000626463,0.00005550211,0.00001308729,0.0007606006,0.0004200413,0.0006509401,0.00008993693,0.0000626666,0.000006644811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239637,"about_ca_system_score_gemma":0.002937985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004291874,"about_ca_topic_score_gemma":0.000009610525,"domain_scores_codex":[0.9990987,0.00006188917,0.0001649393,0.000199359,0.0003230846,0.0001520292],"domain_scores_gemma":[0.9991529,0.00004027849,0.0001543395,0.0001698736,0.0003815891,0.0001010364],"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":[0.000001434089,0.0001688315,0.02280818,0.000005013404,6.677201e-7,2.209156e-8,0.03954336,2.300181e-7,0.0001661813,0.8946853,0.002846873,0.03977387],"study_design_scores_gemma":[0.00004138171,0.000007474034,0.7694226,0.00001423274,0.000001084294,6.692405e-7,0.003983516,0.00001511234,0.00004328433,0.002204234,0.2242025,0.00006392078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586446,0.0009055367,0.0004596507,0.005893414,0.004763365,0.0002564403,0.000001582059,0.0000299308,0.02904553],"genre_scores_gemma":[0.993625,0.00002941449,0.0002616592,0.00007559716,0.000238565,0.00001005152,0.000001291376,0.000002079445,0.005756374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8924811,"threshold_uncertainty_score":0.5211859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277495262157029,"score_gpt":0.3218007945084529,"score_spread":0.29405126829275,"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."}}