{"id":"W1507537000","doi":"","title":"Benefiting from MOOC","year":2013,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"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":[0.0003842225,0.0002369412,0.0001667334,0.0003327927,0.0008604209,0.002147521,0.0003095094,0.0004821592,0.01729259],"category_scores_gemma":[0.002333022,0.000063739,0.0002584654,0.0002617307,0.0002335757,0.0009736607,0.001670629,0.0006487349,0.005755729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003086204,"about_ca_system_score_gemma":0.0008970508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009027421,"about_ca_topic_score_gemma":0.002953933,"domain_scores_codex":[0.9995623,0.00006611946,0.00001006333,0.00005312656,0.0001484586,0.0001599009],"domain_scores_gemma":[0.9984825,0.0001372793,0.00009502748,0.00014891,0.0002746551,0.000861773],"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":[0.000690371,0.002406614,0.05933172,0.0003564658,0.00009028749,0.0006564925,0.002777903,0.0006622071,0.03476269,0.01861162,0.03904967,0.8406039],"study_design_scores_gemma":[0.0002231436,0.002411055,0.3357559,0.0004776531,0.0003168806,0.001463915,0.01320372,0.006042935,0.02064115,0.04710279,0.5722469,0.0001140537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033861,0.001179422,0.005733527,0.006143763,0.0008622555,0.0001740234,0.0003298022,0.0007443186,0.1814469],"genre_scores_gemma":[0.9475096,0.000409877,0.003175208,0.001402235,0.0001501293,0.00003791847,0.0002911279,0.0001145637,0.04690924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729259,"threshold_uncertainty_score":0.05784947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057447557849955,"score_gpt":0.2519134906956875,"score_spread":0.2313390151171879,"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."}}