{"id":"W2091980827","doi":"10.1002/tl.98","title":"A MOOcentric Perspective on Education and Information Technology","year":2003,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Higher education; Sociology; Pedagogy; Information technology; Mathematics education; Psychology; Political science; Computer science","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":[0.0008834603,0.0003384574,0.0002256929,0.001598279,0.001816939,0.005421456,0.000480441,0.00131191,0.007299851],"category_scores_gemma":[0.001487613,0.00009567659,0.0001972347,0.001146063,0.01219825,0.003623011,0.00163543,0.002286808,0.0009900433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003132625,"about_ca_system_score_gemma":0.001301777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006442948,"about_ca_topic_score_gemma":0.0040636,"domain_scores_codex":[0.9985821,0.0008696689,0.00003087111,0.00009986714,0.0002333044,0.0001842041],"domain_scores_gemma":[0.9989215,0.0007491839,0.00006695263,0.00006916779,0.0001153998,0.0000778351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001552336,0.000001743132,0.00002329813,0.000008041106,4.134332e-7,0.00001351487,0.0005032766,0.00003591228,0.00002392168,0.9961981,0.001347779,0.001842373],"study_design_scores_gemma":[0.000007580393,0.00001621501,0.0002832786,0.0001254855,0.000002234499,0.0001236931,0.002124324,0.0004374949,0.0001655731,0.6109591,0.3857501,0.000004856451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009945076,0.01897915,0.02823398,0.0336832,0.001082543,0.00002348551,0.00007952704,0.00006782111,0.9079053],"genre_scores_gemma":[0.7999769,0.01917645,0.009975308,0.007102789,0.003047675,0.0001208884,0.00008918022,0.00009836795,0.1604123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007299851,"threshold_uncertainty_score":0.02442038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007327303890763914,"score_gpt":0.3141786971509829,"score_spread":0.306851393260219,"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."}}