{"id":"W2892900159","doi":"10.19173/irrodl.v19i4.3439","title":"Pushing Toward a More Personalized MOOC: Exploring Instructor Selected Activities, Resources, and Technologies for MOOC Design and Implementation","year":2018,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personalization; Massive open online course; Computer science; Open educational resources; Multimedia; Educational technology; World Wide Web; Psychology; Mathematics education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005793714,0.0003371355,0.0002420654,0.001504131,0.00137725,0.004843513,0.001195862,0.0007727027,0.001176566],"category_scores_gemma":[0.015482,0.0003889886,0.0003282621,0.0008071093,0.001332575,0.004019648,0.001492336,0.0007645743,0.0003283792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501161,"about_ca_system_score_gemma":0.003089748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860676,"about_ca_topic_score_gemma":0.004541319,"domain_scores_codex":[0.9942311,0.003854995,0.0001700295,0.0004028506,0.0009374286,0.0004035543],"domain_scores_gemma":[0.9921678,0.005431142,0.000575845,0.0004053361,0.0009096653,0.0005102025],"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":[0.0001220505,0.001024606,0.05498989,0.001552385,0.00007095191,0.0004930114,0.08137432,0.002249298,0.009201232,0.01618146,0.002175945,0.8305648],"study_design_scores_gemma":[0.0002222992,0.003807324,0.197955,0.006249854,0.0005631264,0.00198277,0.3554412,0.04129328,0.02130201,0.04172605,0.3291667,0.0002904342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861487,0.008335219,0.1727316,0.004460627,0.0001353042,0.001148085,0.00004847327,0.0004179578,0.02657397],"genre_scores_gemma":[0.8992315,0.002628636,0.09464597,0.0003574382,0.00003510261,0.0002935795,0.00006706998,0.0000959411,0.002644734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005793714,"threshold_uncertainty_score":0.03064048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445355459653144,"score_gpt":0.4476564297029897,"score_spread":0.3031208837376753,"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."}}