{"id":"W2225582487","doi":"","title":"Hard Choices: Selecting a Course Management System","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas College","funders":"","keywords":"Course (navigation); Computer science; Operations management; Engineering","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":[0.001275536,0.0008080378,0.0004359392,0.001230033,0.001110605,0.002584441,0.001110455,0.0009836748,0.05543502],"category_scores_gemma":[0.007453295,0.0006104972,0.0003940676,0.000482633,0.0002770588,0.002926605,0.001900665,0.000785901,0.01086668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006421522,"about_ca_system_score_gemma":0.0007226205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525011,"about_ca_topic_score_gemma":0.003019544,"domain_scores_codex":[0.9989511,0.0002679687,0.00006768502,0.0002150915,0.0003597672,0.0001384496],"domain_scores_gemma":[0.9981298,0.0007335952,0.0001067657,0.0002238803,0.0002910472,0.0005149613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004106789,0.0009524383,0.03483361,0.0002425557,0.0001234659,0.001385248,0.0008798842,0.007802315,0.02939943,0.01088195,0.2134776,0.6959147],"study_design_scores_gemma":[0.001310499,0.001834658,0.04370798,0.0001757143,0.0003490559,0.001320909,0.002930623,0.4377757,0.1206998,0.03142424,0.3580121,0.0004586723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4854336,0.0004601252,0.3293843,0.003999168,0.001083777,0.001392708,0.004885456,0.05679578,0.1165651],"genre_scores_gemma":[0.7284115,0.0001239618,0.1716488,0.0007739603,0.0001738837,0.0003784667,0.005018045,0.004491875,0.08897956],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05543502,"threshold_uncertainty_score":0.1854486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0835287700765426,"score_gpt":0.2796393210975591,"score_spread":0.1961105510210165,"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."}}