{"id":"W3042179784","doi":"","title":"Tracking Online Education in Canadian Universities and Colleges: National Survey of Online and Digital Learning 2019 National Report","year":2019,"lang":"en","type":"article","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Distance education; Online learning; Library science; Higher education; Ligne; Electronic learning; Educational technology; Humanities; Computer science; World Wide Web; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218316,0.000250514,0.0004144111,0.006280922,0.003681922,0.002371709,0.001842018,0.0006724758,0.007887196],"category_scores_gemma":[0.007981211,0.0003712938,0.0004992942,0.01954119,0.0007684877,0.001248738,0.002112413,0.001083407,0.001648364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04029099,"about_ca_system_score_gemma":0.1026218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961314,"about_ca_topic_score_gemma":0.9980118,"domain_scores_codex":[0.9963259,0.0001520697,0.000194038,0.0003747292,0.002004629,0.0009485823],"domain_scores_gemma":[0.9797626,0.00105343,0.002494403,0.0004673013,0.0105073,0.005714972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005143973,0.00007679431,0.9152215,0.0002650509,0.00004506645,0.00004361887,0.003683756,0.0001658605,0.000275007,0.0008270405,0.04026638,0.0390785],"study_design_scores_gemma":[0.000002520243,0.000007294616,0.9820227,0.00007535088,0.000008264479,0.00001130449,0.002962747,0.0001135734,0.00007882409,0.00002589572,0.01467729,0.00001424754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7889056,0.003504127,0.0008141482,0.008147145,0.0001492484,0.000361991,0.158298,0.0002352498,0.03958452],"genre_scores_gemma":[0.9354252,0.003925094,0.001094678,0.001696782,0.00004655309,0.0002050918,0.03471872,0.00005980853,0.022828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.959709,"threshold_uncertainty_score":0.2923329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035182930825314,"score_gpt":0.2494054059325539,"score_spread":0.2390535766243008,"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."}}