{"id":"W2952212644","doi":"","title":"Massive Open Online Course Instructor Motivations, Innovations, and Designs: Surveys, Interviews, and Course Reviews","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Online course; Massive open online course; Instructional design; Mathematics education; Course evaluation; Electronic learning; Qualitative research; Psychology; Teaching method; Distance education; Educational technology; Pedagogy; Higher education; Medical education; Engineering; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00129335,0.0001279629,0.0003636228,0.000504927,0.0001884414,0.0002081778,0.000471067,0.0001272564,0.00001409341],"category_scores_gemma":[0.0005488748,0.0001121636,0.00001912587,0.0006720772,0.0001800215,0.0003236241,0.0001382113,0.0006971397,0.000003785897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940561,"about_ca_system_score_gemma":0.0006134881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175343,"about_ca_topic_score_gemma":0.001140187,"domain_scores_codex":[0.9988579,0.0002537084,0.0003987679,0.0002109389,0.00006888235,0.0002098002],"domain_scores_gemma":[0.9988337,0.00008256069,0.000437017,0.000179156,0.0002724518,0.0001951846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001561993,0.00003031562,0.6066535,0.00005013695,0.00005610753,0.00005170396,0.0004881435,0.00002677504,0.00009965595,0.01829731,0.0007054817,0.3735393],"study_design_scores_gemma":[0.005804579,0.003683614,0.3023356,0.003510277,0.0002785514,0.004562204,0.01400875,0.03491343,0.0001315242,0.02498872,0.6039745,0.001808202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405826,0.0144556,0.008202107,0.03620949,0.0002178281,0.0002197843,0.000007502726,0.00003134961,0.0000737443],"genre_scores_gemma":[0.982641,0.001344141,0.01529752,0.0001260031,0.00003459309,0.000001282391,0.000005508567,0.00001018746,0.0005397896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603269,"threshold_uncertainty_score":0.45739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010916736428814,"score_gpt":0.3064331450782554,"score_spread":0.2763239777139672,"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."}}