{"id":"W2090158844","doi":"10.1080/01587919.2014.919710","title":"MOOCS: digesting the facts","year":2014,"lang":"en","type":"article","venue":"Distance Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Distance education; Franchise; Marketing; Profit (economics); Order (exchange); Business; Profit margin; Public relations; Advertising; Sociology; Political science; Economics; Pedagogy","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":[0.008473829,0.0009312761,0.0008175396,0.003651767,0.00184278,0.007792226,0.00153213,0.006451589,0.01516124],"category_scores_gemma":[0.02763313,0.0004434689,0.0006307536,0.003176611,0.005329778,0.01953322,0.003031212,0.01338039,0.007060395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641252,"about_ca_system_score_gemma":0.003200475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107386,"about_ca_topic_score_gemma":0.01524747,"domain_scores_codex":[0.9960935,0.0009599157,0.0004475041,0.0006328526,0.001626838,0.00023947],"domain_scores_gemma":[0.9598504,0.02411446,0.002246128,0.00208867,0.009586537,0.002113803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001765767,0.0001001185,0.001474761,0.002896425,0.00006242686,0.0001751275,0.0008780202,0.0001869677,0.0004455976,0.04903699,0.6128362,0.3317308],"study_design_scores_gemma":[0.00001290343,0.00004684017,0.001685742,0.005844865,0.00002521282,0.0002199337,0.001762429,0.00008594685,0.0001466051,0.01688613,0.9732566,0.00002667636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001756587,0.3376434,0.001320375,0.6025879,0.04194857,0.00002056287,0.0006010667,0.0001265432,0.01399504],"genre_scores_gemma":[0.02840838,0.5809032,0.003288733,0.2920861,0.06753736,0.00005621319,0.000784692,0.0003192662,0.02661596],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01516124,"threshold_uncertainty_score":0.05071944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007606056055441768,"score_gpt":0.2620357306213466,"score_spread":0.2544296745659048,"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."}}