{"id":"W1560768289","doi":"10.22329/celt.v2i0.3227","title":"33. The Course Challenge Procedure: A Fast but Not Furious Way to Update University Curriculums","year":2009,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Curriculum; Medical education; Course (navigation); Higher education; Curriculum development; Engineering ethics; Sociology; Pedagogy; Political science; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01195587,0.0003207664,0.0002263802,0.001272274,0.003289285,0.002548885,0.0009507033,0.002476663,0.02734354],"category_scores_gemma":[0.04041398,0.000484395,0.0003079403,0.0005359292,0.001448522,0.001780527,0.002197055,0.002811808,0.02920772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840287,"about_ca_system_score_gemma":0.008256162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345144,"about_ca_topic_score_gemma":0.04992733,"domain_scores_codex":[0.9893563,0.003344174,0.000917395,0.0006273536,0.004789932,0.0009648312],"domain_scores_gemma":[0.967123,0.006374345,0.001902871,0.004502745,0.01743434,0.00266267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001989398,0.0003069462,0.006458617,0.0002132827,0.00001076699,0.0004359635,0.004905672,0.0001871573,0.0125237,0.01724578,0.7084426,0.2490706],"study_design_scores_gemma":[0.00008885087,0.0002598571,0.03403162,0.0001646938,0.00001550069,0.0003843022,0.001691213,0.0009243717,0.009705439,0.005096679,0.9474468,0.0001906122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1221175,0.0006309389,0.1388418,0.07133091,0.008696016,0.0170154,0.005261775,0.02054445,0.6155612],"genre_scores_gemma":[0.1982702,0.0003784235,0.1962869,0.02401424,0.001202916,0.007404815,0.002023635,0.002597066,0.5678219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02734354,"threshold_uncertainty_score":0.09147328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340089401851669,"score_gpt":0.3196125285667088,"score_spread":0.3062116345481921,"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."}}