{"id":"W1618877625","doi":"10.19173/irrodl.v15i6.1889","title":"Massive open online courses for Africa by Africa","year":2014,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Massive open online course; Context (archaeology); Curriculum; Open education; Universal design; Open educational resources; Online learning; Business; Distance education; Higher education; Global education; Political science; Public relations; Economic growth; Computer science; Library science; World Wide Web; Geography; Economics","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":[0.005703304,0.00008978353,0.0002603232,0.00007975802,0.0001934436,0.0004938719,0.003848755,0.00002978633,0.00002684027],"category_scores_gemma":[0.004268314,0.00006144211,0.00004342292,0.0004754213,0.000112641,0.0002989832,0.002115216,0.0004472301,0.000006498769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004718042,"about_ca_system_score_gemma":0.0001428291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180591,"about_ca_topic_score_gemma":0.000006874229,"domain_scores_codex":[0.9981108,0.0005158193,0.0003120086,0.0002849924,0.000515759,0.0002606658],"domain_scores_gemma":[0.9973276,0.001678718,0.0001732165,0.0002761593,0.0004689082,0.0000753432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000166757,0.0007637659,0.004359456,0.001794507,0.0001747056,0.00001145541,0.000536114,0.001219003,0.0002530002,0.3323524,0.3610019,0.297367],"study_design_scores_gemma":[0.0006072338,0.0001987836,0.0002607414,0.003113879,0.000006431366,0.000003252969,0.0003409945,0.09702297,0.00002612296,0.01261669,0.8857021,0.0001008229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003826272,0.05235815,0.2457232,0.630007,0.0004057336,0.004517676,0.0007881018,0.00009627406,0.06227761],"genre_scores_gemma":[0.9490097,0.02339199,0.01635384,0.0005452496,0.0001651543,0.0002040189,0.0006259523,0.00002444519,0.009679716],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9451833,"threshold_uncertainty_score":0.7152008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039627837253379,"score_gpt":0.4540735146769684,"score_spread":0.3501107309516306,"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."}}