{"id":"W2803078985","doi":"10.3968/10271","title":"Analysis of Teaching Reform of International Finance Course in Application-Oriented Undergraduate Colleges and Universities: Taking Economics College of Changchun University as an Example","year":2018,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Government (linguistics); Renminbi; Quality (philosophy); Process (computing); International business; Teaching method; Finance; Business; Mathematics education; Management; Economics; Computer science; Psychology; International trade","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":[0.00150315,0.0001552683,0.0002341555,0.001874937,0.001008115,0.001222458,0.0005574474,0.0004051501,0.004267734],"category_scores_gemma":[0.005956973,0.0001188788,0.0003487105,0.002279378,0.0003900494,0.00082582,0.0006138126,0.0003660031,0.0003625004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008045702,"about_ca_system_score_gemma":0.004077154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03408212,"about_ca_topic_score_gemma":0.0317627,"domain_scores_codex":[0.9983468,0.0003998672,0.00007222711,0.0001480336,0.0005900863,0.0004430134],"domain_scores_gemma":[0.9955364,0.001117223,0.0006333861,0.0001082033,0.001796218,0.0008085409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005827037,0.001409999,0.6865396,0.0003920998,0.00006554292,0.0007050447,0.01571366,0.009028574,0.004255566,0.02164179,0.009325915,0.2503396],"study_design_scores_gemma":[0.00002795933,0.0002390247,0.965868,0.00004968169,0.00004542985,0.00005831322,0.01218066,0.01001632,0.002434037,0.0007981362,0.008261872,0.00002046645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887915,0.000213212,0.001104091,0.0005194223,0.00001524463,0.0001034953,0.000172405,0.00002145119,0.009059405],"genre_scores_gemma":[0.995596,0.000078331,0.0004179648,0.00003546962,0.000007952959,0.00002798096,0.0001677709,0.000004804459,0.003663824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03408212,"threshold_uncertainty_score":0.06776744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637479282337267,"score_gpt":0.316350752098046,"score_spread":0.2999759592746734,"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."}}