{"id":"W2900602095","doi":"10.1007/s11159-018-9754-6","title":"Education, social progress, and marginalized children in sub-Saharan Africa: Historical antecedents and contemporary challenges","year":2018,"lang":"en","type":"article","venue":"International Review of Education","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Social change; Sociology; Political science; Economic growth; Development economics; Gender studies; 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":[0.0005788314,0.0001038529,0.0002006069,0.0001417355,0.0001767786,0.00003193901,0.0002098171,0.0000638336,0.00009599155],"category_scores_gemma":[0.0003122301,0.0001047197,0.00003862103,0.0001752868,0.0002474973,0.0003161095,0.00001856407,0.00007269462,0.00000655784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309488,"about_ca_system_score_gemma":0.001420385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008786052,"about_ca_topic_score_gemma":0.0003248023,"domain_scores_codex":[0.998786,0.0001713925,0.000349862,0.0002415031,0.0003289193,0.0001223326],"domain_scores_gemma":[0.9990585,0.00004535065,0.0002576232,0.0000941065,0.0004672591,0.00007715902],"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":[0.00003531389,0.001623787,0.1218875,0.0007963067,0.00006108238,1.677845e-7,0.01730688,1.811555e-9,0.0000154663,0.03112202,0.2392961,0.5878554],"study_design_scores_gemma":[0.0001437664,0.00001992787,0.4461811,0.001282114,0.00001302546,0.000002856565,0.0005756552,2.442804e-7,0.000008272992,0.002217052,0.5494603,0.00009572733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1352213,0.7604592,0.00000318145,0.06022776,0.001869598,0.0007053579,0.0000123419,0.00002083303,0.04148041],"genre_scores_gemma":[0.698219,0.2995532,0.0001025593,0.000402899,0.0008958767,0.00007447431,0.00005457979,0.00000770201,0.0006897157],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5877597,"threshold_uncertainty_score":0.4270346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475445267769912,"score_gpt":0.3429770296194717,"score_spread":0.3082225769417726,"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."}}