{"id":"W1989798870","doi":"10.5539/ies.v4n3p210","title":"On Quality Education Reform in International Trade Major","year":2011,"lang":"en","type":"article","venue":"International Education Studies","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Quality (philosophy); International education; Mathematics education; Higher education; Comparative education; Political science; International trade; Economics; Economic growth; Psychology","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":[0.005060003,0.0002018654,0.0002079836,0.00126471,0.001419887,0.003217206,0.0006381515,0.001560209,0.004759776],"category_scores_gemma":[0.009435087,0.0001048265,0.0003679687,0.001284311,0.002777374,0.003045713,0.002037867,0.00162894,0.0002082853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005625993,"about_ca_system_score_gemma":0.01047159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008364736,"about_ca_topic_score_gemma":0.007181358,"domain_scores_codex":[0.9967545,0.001576382,0.0001317996,0.0002715663,0.0005884875,0.000677252],"domain_scores_gemma":[0.9967699,0.001059391,0.0005777436,0.0002596085,0.0008913007,0.0004421017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006350486,0.0002544188,0.01018999,0.0004229233,0.00002084133,0.0001261351,0.001921861,0.00232709,0.0005144167,0.8426094,0.01491827,0.1266311],"study_design_scores_gemma":[0.0004146581,0.0005252999,0.08300283,0.001708242,0.000159379,0.0002226775,0.01051323,0.01685827,0.005151972,0.473352,0.4080276,0.00006381179],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2755036,0.03393786,0.04495677,0.4544452,0.002443964,0.0004578135,0.0001423574,0.0002305164,0.1878819],"genre_scores_gemma":[0.9714332,0.004481074,0.003692809,0.009714196,0.000708901,0.00006727444,0.00004078471,0.00001612998,0.009845483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008364736,"threshold_uncertainty_score":0.04081964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714020890183597,"score_gpt":0.4842058559790102,"score_spread":0.3128037669606505,"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."}}