{"id":"W2937752884","doi":"10.21432/cjlt27795","title":"Massive Open Online Course Instructor Motivations, Innovations, and Designs: Surveys, Interviews, and Course Reviews | Motivations, innovations et conceptions des instructeurs de cours en ligne ouverts à tous : sondages, entrevues et évaluations de cours","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Roads University","keywords":"Ligne; Psychology; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"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":[0.02063663,0.0002728956,0.0003685614,0.002492622,0.00153778,0.002403058,0.0005654373,0.0007547195,0.000985156],"category_scores_gemma":[0.05274541,0.0005157816,0.000270424,0.001600445,0.001111576,0.002006759,0.001415865,0.0007772775,0.0002727406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135887,"about_ca_system_score_gemma":0.002816131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800328,"about_ca_topic_score_gemma":0.00375665,"domain_scores_codex":[0.9846443,0.01081972,0.0008865094,0.0007598704,0.002127112,0.0007624447],"domain_scores_gemma":[0.9279604,0.05194785,0.008651966,0.001535032,0.007866452,0.002038409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002078957,0.000503335,0.2412242,0.0007082356,0.00004376338,0.0006422602,0.618892,0.0001675943,0.006065057,0.001262844,0.001312012,0.1289707],"study_design_scores_gemma":[0.00005358134,0.001285294,0.2426956,0.001029628,0.00005238508,0.0007172818,0.7159291,0.001053809,0.004994099,0.0007869615,0.03131872,0.00008354076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957273,0.0003943175,0.002044197,0.0002985591,0.00001321733,0.000278431,0.00006094163,0.00001339368,0.001169621],"genre_scores_gemma":[0.9926806,0.00058252,0.00374419,0.0003229261,0.00003036366,0.0008929499,0.00007388606,0.00001606813,0.001656378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02063663,"threshold_uncertainty_score":0.1091383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635841674639767,"score_gpt":0.3308167221217792,"score_spread":0.2944583053753815,"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."}}