{"id":"W2572725214","doi":"","title":"Redefining \"What\" in Analyses of Who Does What in MOOCs.","year":2016,"lang":"en","type":"article","venue":"Educational Data Mining","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Data 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":[0.03258809,0.000700107,0.0007004932,0.004455563,0.002594745,0.007667333,0.001679224,0.001662345,0.003401204],"category_scores_gemma":[0.1276535,0.0004100091,0.001023499,0.005492389,0.005479085,0.01198846,0.005341926,0.004894634,0.0005955402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002624217,"about_ca_system_score_gemma":0.00594673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390039,"about_ca_topic_score_gemma":0.02927118,"domain_scores_codex":[0.9825802,0.01257334,0.0006922449,0.002115631,0.001411265,0.0006272463],"domain_scores_gemma":[0.8438625,0.1312233,0.007523555,0.009920889,0.005117186,0.002352457],"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":[0.0006035748,0.0002974439,0.1961977,0.00213852,0.0008939027,0.000264411,0.09375095,0.001637121,0.003400126,0.3198763,0.0227345,0.3582055],"study_design_scores_gemma":[0.00005583595,0.0001269807,0.1163437,0.003931085,0.0005961552,0.0002656689,0.08498889,0.0116219,0.006392509,0.670479,0.1050654,0.0001329341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4561294,0.019084,0.3542009,0.08848286,0.002065981,0.0005135842,0.004180734,0.001093947,0.07424866],"genre_scores_gemma":[0.9258702,0.001504825,0.06354618,0.004914542,0.0003114193,0.0003042761,0.0008450628,0.0002599189,0.00244353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03258809,"threshold_uncertainty_score":0.1723444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005401988072912,"score_gpt":0.3978176205060965,"score_spread":0.2972774216988053,"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."}}