{"id":"W2574993247","doi":"","title":"A Curriculum Analysis of Business Education in Canadian and Korean Universities","year":2006,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Higher education; Political science; Business education; Pedagogy; Business; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019973,0.00003677403,0.0001179512,0.0006233394,0.00003446692,0.000005558486,0.0001129194,0.00008921973,0.0001710854],"category_scores_gemma":[0.00005243277,0.00003524471,0.00001683427,0.0005663981,0.0001811902,0.00004675634,0.0000324454,0.00007815244,0.000001378934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817999,"about_ca_system_score_gemma":0.0006454848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.683261,"about_ca_topic_score_gemma":0.6226256,"domain_scores_codex":[0.9994903,0.0001056536,0.0001146963,0.0001240228,0.00004624197,0.000119052],"domain_scores_gemma":[0.9997035,0.00004988071,0.00003446006,0.00007332437,0.00004842264,0.00009038349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.005489e-7,0.00005943562,0.7924122,0.000004760205,0.00001801227,0.000006589245,0.0002572526,0.000007926602,5.779498e-7,0.2053135,0.0001147533,0.001804595],"study_design_scores_gemma":[0.00009989717,0.00001769413,0.9902011,0.000008046213,0.00002816052,0.00003067031,0.0003212501,0.006758967,7.063935e-7,0.00187504,0.0006243653,0.00003413901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879394,0.0002465124,0.003048904,0.006972098,0.0001646587,0.00002015028,4.974399e-7,0.000007133805,0.001600708],"genre_scores_gemma":[0.9985629,0.00001868423,0.0002811706,0.0003162519,0.000008625847,0.00000196825,0.00001524823,7.943995e-7,0.0007943725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2034385,"threshold_uncertainty_score":0.3842605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004954694191706369,"score_gpt":0.2639615236294068,"score_spread":0.2590068294377005,"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."}}