{"id":"W2725982474","doi":"10.17821/srels/2009/v46i4/44385","title":"UGC Model Curriculum 2001: Need for Radical Changes","year":2009,"lang":"en","type":"article","venue":"SRELS Journal of Information Management","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Quality (philosophy); Computer science; Sociology; Knowledge management; Pedagogy","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":[0.0007293689,0.00007850846,0.0001123007,0.0003188215,0.0001138032,0.0002797502,0.0005204002,0.00002732918,0.00001857104],"category_scores_gemma":[0.00003906328,0.00006598866,0.00006508197,0.0002292853,0.000008603973,0.002148152,0.00005023393,0.0001161112,0.00003853867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006137294,"about_ca_system_score_gemma":0.00003939046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.195529e-7,"about_ca_topic_score_gemma":1.951644e-7,"domain_scores_codex":[0.9990412,0.00001981985,0.0003870496,0.00005245822,0.0003148249,0.0001846197],"domain_scores_gemma":[0.9991672,0.00001323686,0.0003862639,0.0001226699,0.0002065759,0.0001040331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002147587,0.0001329245,0.00003436422,0.00005797411,0.00004832614,0.000002220514,0.003120234,0.06205114,0.00001815317,0.4363694,0.1515506,0.3465932],"study_design_scores_gemma":[0.001306521,0.0003907637,0.0008179304,0.00007624806,0.00002462583,0.00003143434,0.003290025,0.7496348,0.00009418396,0.008275461,0.2358579,0.0002000804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001205471,0.00002492014,0.9593685,0.01481827,0.0004095242,0.0002165022,4.634629e-7,0.0000290126,0.02392729],"genre_scores_gemma":[0.4269006,0.0003251735,0.5629562,0.008304971,0.0002187324,0.00001438521,0.00001033021,0.000005496925,0.001264096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6875836,"threshold_uncertainty_score":0.2697638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657351103509909,"score_gpt":0.2737703487975238,"score_spread":0.2571968377624247,"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."}}