{"id":"W2884194229","doi":"10.24908/pceea.v0i0.10602","title":"A Framework for MOOC Content Generation","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Massive open online course; Computer science; Multimedia; Gesture; Quality (philosophy); Simple (philosophy); Natural (archaeology); Content (measure theory); World Wide Web; Artificial intelligence; Mathematics; Geography","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":[0.003734416,0.0008032982,0.0005758472,0.002084704,0.001292124,0.003667332,0.002805155,0.002091908,0.01252215],"category_scores_gemma":[0.00654913,0.0008037136,0.001783115,0.001199166,0.001646362,0.002173544,0.003849707,0.002004981,0.004169389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425876,"about_ca_system_score_gemma":0.001657068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006378984,"about_ca_topic_score_gemma":0.003979678,"domain_scores_codex":[0.9976946,0.0009018611,0.0001901423,0.0003425497,0.0007192736,0.0001515539],"domain_scores_gemma":[0.9982781,0.0006682126,0.00009720591,0.0003360084,0.000445147,0.0001752519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001152144,0.000206102,0.001054201,0.0003698958,0.00008530905,0.0006743487,0.0011534,0.06534038,0.006797661,0.7334245,0.009179699,0.1815992],"study_design_scores_gemma":[0.00006425505,0.00009791074,0.0002609079,0.0002443259,0.00003853934,0.0002757109,0.0002099004,0.7107383,0.00502648,0.172924,0.1100626,0.00005692226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007324446,0.00009958025,0.9942484,0.0001217196,0.000043256,0.0002208745,0.00007022214,0.001440317,0.003023218],"genre_scores_gemma":[0.05299,0.0002206181,0.940482,0.00007695265,0.0000574632,0.0006256514,0.0005220817,0.0004387138,0.004586376],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01252215,"threshold_uncertainty_score":0.04189068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426889887158738,"score_gpt":0.2534919669843972,"score_spread":0.2292230681128099,"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."}}