{"id":"W4287830205","doi":"","title":"Book Review: Moocs and Open Education in the Global South: Challenges, Successes and Opportunities","year":2020,"lang":"en","type":"article","venue":"Journal of Learning for Development -JL4D","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Political science; Engineering ethics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001310253,0.0006764979,0.001434238,0.002209007,0.0006259922,0.003878853,0.00132108,0.003620486,0.04976721],"category_scores_gemma":[0.007460919,0.0003341483,0.0005190344,0.004083347,0.0005921989,0.002657932,0.001087353,0.003060447,0.0192524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243855,"about_ca_system_score_gemma":0.005127753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009147624,"about_ca_topic_score_gemma":0.02803133,"domain_scores_codex":[0.9989518,0.0001462657,0.00006341226,0.0001011383,0.0006323589,0.0001051421],"domain_scores_gemma":[0.9912027,0.003087837,0.0007163712,0.0001092442,0.003925379,0.0009583954],"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":[0.00000912931,0.000009375998,0.00004148092,0.0005561196,0.000005369153,0.000009159817,0.000008528317,0.00002472726,0.00003522274,0.000339628,0.9595668,0.03939432],"study_design_scores_gemma":[0.00001958981,0.00002725075,0.0006306028,0.001900499,0.00001738014,0.00006694366,0.00003930557,0.00003610678,0.0000482,0.0005664743,0.9966381,0.000009458488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0006176909,0.6603599,0.0005054791,0.156485,0.1284022,0.0001556891,0.00100608,0.0001814617,0.05228641],"genre_scores_gemma":[0.004391783,0.5973683,0.0006825094,0.06250155,0.09181805,0.0001916333,0.001082102,0.000194164,0.24177],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9986789,"threshold_uncertainty_score":0.1664879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183636530548468,"score_gpt":0.2974961042404128,"score_spread":0.179132451185566,"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."}}