{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01861912,0.0002904348,0.0003865805,0.002850204,0.002217215,0.002571738,0.0007102116,0.0009604288,0.002031608],"category_scores_gemma":[0.07862839,0.0005101094,0.0002681771,0.001811675,0.001067209,0.002576707,0.002615584,0.001087807,0.0005083738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164345,"about_ca_system_score_gemma":0.004296378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211695,"about_ca_topic_score_gemma":0.008136095,"domain_scores_codex":[0.9872513,0.007445144,0.0008068547,0.0009434131,0.002571967,0.0009813457],"domain_scores_gemma":[0.8719706,0.0965173,0.01113582,0.002554298,0.01394274,0.003879266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003371469,0.001755817,0.3831719,0.0005356901,0.00004638038,0.0006134586,0.4168533,0.0002274739,0.007546671,0.0009975258,0.005162986,0.1827517],"study_design_scores_gemma":[0.00006499845,0.001561871,0.5586336,0.0007975578,0.000080022,0.0006380489,0.3975186,0.001186697,0.0062513,0.0007834582,0.03237469,0.0001092733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959219,0.0002349461,0.001208566,0.0003149262,0.00001371105,0.0002505017,0.0001392301,0.00001732365,0.001899096],"genre_scores_gemma":[0.9931995,0.0004310313,0.002456669,0.0004487585,0.00003469714,0.0006239532,0.0001521524,0.00002226979,0.002630931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861912,"threshold_uncertainty_score":0.09846848,"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."}}