{"id":"W2377324557","doi":"","title":"Investigations and Some Viewpoints on Computing Curricula of Graduate Students","year":2005,"lang":"en","type":"article","venue":"Journal of Electrical & Electronic Engineering Education","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Viewpoints; Mathematics education; Graduate students; China; Point (geometry); Computer science; Engineering ethics; Engineering physics; Medical education; Engineering; Sociology; Political science; Psychology; Pedagogy; Mathematics; Medicine; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004072479,0.0001912669,0.000195946,0.003374854,0.002315047,0.003222118,0.0006349071,0.0009464506,0.004126264],"category_scores_gemma":[0.01543174,0.0001388463,0.0002849162,0.002905113,0.002147676,0.001959774,0.001730591,0.001414864,0.0003126784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003942833,"about_ca_system_score_gemma":0.002081141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00475499,"about_ca_topic_score_gemma":0.004837734,"domain_scores_codex":[0.9966975,0.001641595,0.0001352372,0.0003731331,0.0006707995,0.0004817023],"domain_scores_gemma":[0.9885727,0.004893101,0.001178986,0.0003557514,0.003109878,0.001889652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003078002,0.0004196943,0.4669185,0.0003158387,0.00002923975,0.0008564303,0.1948451,0.0004809415,0.005018803,0.1404423,0.008873261,0.1814921],"study_design_scores_gemma":[0.00002735465,0.00027131,0.4828562,0.0005361952,0.00004188242,0.0004659029,0.419825,0.001259223,0.003661536,0.02345259,0.06753866,0.00006409285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926388,0.002192774,0.00179929,0.01790514,0.0001237296,0.00001930901,0.000111232,0.0000184347,0.05144214],"genre_scores_gemma":[0.9934371,0.0007698757,0.0007859861,0.001110396,0.00009137318,0.00001550682,0.000110945,0.000008604949,0.00367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475499,"threshold_uncertainty_score":0.02860737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122830575812987,"score_gpt":0.2907408261666725,"score_spread":0.2795125204085426,"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."}}