{"id":"W2233959088","doi":"","title":"Pedagogical Evaluation of Online Courses","year":2010,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Mathematics education; Pedagogy; Medical education; Psychology; Medicine","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":[0.006937538,0.0003896685,0.0004501126,0.00272351,0.0009740633,0.002296761,0.0006772394,0.0006516494,0.0128811],"category_scores_gemma":[0.02791857,0.000128184,0.0003900041,0.001360202,0.0004469859,0.001110683,0.001863436,0.0007529147,0.001796965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878452,"about_ca_system_score_gemma":0.001617026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157729,"about_ca_topic_score_gemma":0.003397025,"domain_scores_codex":[0.993932,0.002199257,0.0005192392,0.0005630701,0.002333017,0.0004534893],"domain_scores_gemma":[0.9626564,0.01505336,0.002548153,0.001617173,0.01326044,0.004864455],"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":[0.005717419,0.02821178,0.1099724,0.001035467,0.00016481,0.0002796788,0.00723691,0.002371737,0.02198057,0.003417475,0.008144366,0.8114673],"study_design_scores_gemma":[0.001459915,0.02916541,0.7043504,0.0009488863,0.0007392024,0.0004818038,0.01451608,0.01140987,0.09660664,0.00402887,0.1361007,0.0001922582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567466,0.0004248512,0.002531704,0.0005177502,0.0003028475,0.000536443,0.0004284503,0.0001201375,0.03839133],"genre_scores_gemma":[0.9751104,0.0003287418,0.003069231,0.0002217387,0.0001797943,0.0003172893,0.0006207743,0.00004451167,0.02010757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0128811,"threshold_uncertainty_score":0.0430916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209489909694976,"score_gpt":0.4269880258560176,"score_spread":0.30603903488652,"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."}}