{"id":"W1953446185","doi":"","title":"MOOCifying courses: real and authentic learning in higher education","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Higher education; Mathematics education; Pedagogy; Computer science; Sociology; Psychology; Political 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":[0.00332099,0.0002491342,0.0001753184,0.0006912164,0.003552165,0.008027847,0.001151209,0.001795637,0.01402045],"category_scores_gemma":[0.01042081,0.0001858453,0.0002886263,0.0005672686,0.003363267,0.007833195,0.0107326,0.002671872,0.00245519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388966,"about_ca_system_score_gemma":0.002930204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008424268,"about_ca_topic_score_gemma":0.002495285,"domain_scores_codex":[0.9974268,0.001300668,0.00006810432,0.0003281502,0.0004924432,0.000383694],"domain_scores_gemma":[0.9935629,0.001237938,0.0004604789,0.001209339,0.0004915217,0.00303776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000260661,0.0007510421,0.01932298,0.0002043826,0.00001598937,0.0003450475,0.03045537,0.0006744141,0.003862685,0.3368101,0.02940588,0.5778914],"study_design_scores_gemma":[0.0001042328,0.0007704571,0.03456756,0.0006561632,0.00003161775,0.001711773,0.04357259,0.006637393,0.007074489,0.2779028,0.6268106,0.0001604437],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4210046,0.001396199,0.09661917,0.01973958,0.001562148,0.000273587,0.0001745181,0.001789281,0.4574409],"genre_scores_gemma":[0.9232243,0.0002932965,0.03079628,0.0009701652,0.0001359544,0.00008527726,0.0001372476,0.0002036937,0.04415382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01402045,"threshold_uncertainty_score":0.04690307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05328185818182844,"score_gpt":0.3106131505758226,"score_spread":0.2573312923939941,"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."}}