{"id":"W2891732745","doi":"10.1108/ils-04-2018-0033","title":"Participating by activity or by week in MOOCs","year":2018,"lang":"en","type":"article","venue":"Information and Learning Sciences","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Originality; Massive open online course; Test (biology); Mathematics education; Value (mathematics); Psychology; Computer science; Creativity; Social psychology; Machine learning","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":[0.002021306,0.0002700244,0.0003552944,0.001376172,0.0007015307,0.00238182,0.0006268474,0.0002757125,0.004510144],"category_scores_gemma":[0.01574222,0.00009825856,0.0004740967,0.000938563,0.0004063292,0.001061778,0.00152082,0.000554258,0.001562766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334574,"about_ca_system_score_gemma":0.000864189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003725137,"about_ca_topic_score_gemma":0.006907249,"domain_scores_codex":[0.9978166,0.0005194835,0.0002274022,0.0004551565,0.0005692828,0.0004120425],"domain_scores_gemma":[0.9868657,0.004875627,0.002766246,0.001410995,0.001741622,0.002339838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006803068,0.0007260229,0.8100018,0.0002626992,0.00009982422,0.00008110884,0.007750134,0.0003267365,0.002514211,0.0008761635,0.001248357,0.1754327],"study_design_scores_gemma":[0.00002069872,0.0006664235,0.9752052,0.0001659187,0.00006113512,0.000121426,0.008532767,0.001019304,0.00175239,0.001494318,0.01092086,0.00003948275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899228,0.0001231259,0.002108741,0.0001114234,0.00004163008,0.0001491431,0.0007049553,0.000100987,0.006737196],"genre_scores_gemma":[0.994678,0.00008012135,0.001774716,0.00006830403,0.00002972493,0.0001205976,0.0004945653,0.00002461331,0.002729306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004510144,"threshold_uncertainty_score":0.0150879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368397497431447,"score_gpt":0.3083838381448582,"score_spread":0.2846998631705437,"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."}}