{"id":"W3148995720","doi":"10.29173/iasl7857","title":"Promise of MOOCS","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reading (process); Social media; Sociology; Key (lock); Pedagogy; Computer science; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01068704,0.0004049524,0.0003392539,0.001186537,0.003164387,0.009388646,0.001258807,0.003613228,0.03862439],"category_scores_gemma":[0.02620727,0.0001636065,0.0005038028,0.0007516934,0.004402708,0.01320177,0.006012221,0.00554636,0.005832596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661397,"about_ca_system_score_gemma":0.005321092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864711,"about_ca_topic_score_gemma":0.004287976,"domain_scores_codex":[0.9943604,0.001967221,0.0001012086,0.0005483207,0.002159181,0.000863668],"domain_scores_gemma":[0.975171,0.01144819,0.001061364,0.001973575,0.003526932,0.00681906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002933333,0.000320279,0.006150902,0.0008006971,0.00005357858,0.0002626262,0.003598925,0.0005551648,0.0009471732,0.4599318,0.1175192,0.4095663],"study_design_scores_gemma":[0.00003992196,0.0003233564,0.005887724,0.0007514526,0.00002407537,0.0002094924,0.004415963,0.0005743033,0.0005808875,0.08778757,0.8993655,0.00003976951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05807139,0.03016126,0.01014119,0.4877898,0.01014446,0.0001330195,0.0008309428,0.000601972,0.402126],"genre_scores_gemma":[0.834982,0.02252795,0.006802674,0.04042078,0.01150408,0.0002824219,0.0006003699,0.0003202061,0.08255944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03862439,"threshold_uncertainty_score":0.1292114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796705695954228,"score_gpt":0.3176993817001922,"score_spread":0.2897323247406499,"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."}}