{"id":"W2242142426","doi":"","title":"Collaborative Course Development Produces Quality Courses: Case Studies","year":2009,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Course (navigation); Quality (philosophy); Computer science; Mathematics education; Engineering; Psychology; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008044721,0.0004309614,0.0003391622,0.001617567,0.002647088,0.002520974,0.002180793,0.001986377,0.003556745],"category_scores_gemma":[0.02954189,0.000335916,0.0005385838,0.001689324,0.001046204,0.001622264,0.002538334,0.00144447,0.0006604185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267861,"about_ca_system_score_gemma":0.002350835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894168,"about_ca_topic_score_gemma":0.01187935,"domain_scores_codex":[0.9930536,0.003822599,0.0002486148,0.0005191493,0.001622346,0.000733765],"domain_scores_gemma":[0.9517562,0.03399802,0.002432012,0.003085487,0.004687507,0.004040765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002333378,0.04312734,0.1434404,0.001725706,0.0002161481,0.009459884,0.07815538,0.03561641,0.01334934,0.02460823,0.01249278,0.635475],"study_design_scores_gemma":[0.006039356,0.03317757,0.2657291,0.001527689,0.0009744421,0.01087116,0.1225832,0.2076035,0.1076149,0.0241836,0.2192544,0.0004409658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702843,0.0002110319,0.01171055,0.0004915923,0.00001901416,0.0005092621,0.00008585525,0.000107936,0.01658044],"genre_scores_gemma":[0.9769439,0.0001827179,0.01715817,0.0000652332,0.0000111659,0.0001758715,0.0001429901,0.00005877591,0.005261117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044721,"threshold_uncertainty_score":0.04254508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0636004806625109,"score_gpt":0.3414750826478108,"score_spread":0.2778746019853,"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."}}