{"id":"W3038104518","doi":"10.1002/rev3.3205","title":"Revisiting global development frameworks and research on universal basic education in Ghana and Sub‐Saharan Africa: a review of evidence and gaps for future research","year":2020,"lang":"en","type":"review","venue":"Review of Education","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Poverty; Millennium Development Goals; Economic growth; Context (archaeology); Inequality; Political science; Sustainable development; Sociology; Development economics; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009401907,0.0002597301,0.001275839,0.0003161331,0.0004374213,0.00006223968,0.0003947718,0.0003350205,0.0000286772],"category_scores_gemma":[0.005413144,0.0002181379,0.0001207247,0.002252211,0.000305501,0.0002664124,0.00008491832,0.0007624323,0.000003273149],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008204754,"about_ca_system_score_gemma":0.0164148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002608383,"about_ca_topic_score_gemma":0.0001149516,"domain_scores_codex":[0.9946743,0.002470925,0.0009684447,0.0006597968,0.0008423415,0.0003842373],"domain_scores_gemma":[0.9959521,0.001562951,0.0006057587,0.000354627,0.001280779,0.0002437948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003496318,0.00006946053,0.00003425871,0.3129862,0.00001222374,7.952887e-8,0.001212618,6.74398e-10,2.17816e-8,0.004560163,0.007531343,0.6735901],"study_design_scores_gemma":[0.00002363275,0.00002881938,0.0002420973,0.4403762,0.0000892521,0.000001883668,0.001912614,6.598817e-8,1.563291e-7,0.0001674277,0.5570519,0.0001059315],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006171391,0.9846699,0.000002302237,0.009697108,0.0003375941,0.003832835,0.00002005693,0.000006704657,0.001371849],"genre_scores_gemma":[0.00003923236,0.9974777,0.0007963232,0.0002379423,0.0009031448,0.0003284175,0.00008429249,0.00001898213,0.0001139629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6734841,"threshold_uncertainty_score":0.9891612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669077336584646,"score_gpt":0.4925759155951613,"score_spread":0.3256681819366968,"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."}}