{"id":"W7124284539","doi":"10.64449/9781997468479","title":"How We Teach Africa Matters","year":2025,"lang":"en","type":"book","venue":"UJ Press eBooks","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Carleton University; Social Sciences and Humanities Research Council; MacEwan University","funders":"Universidade Federal do Rio de Janeiro; University of Ghana; Johns Hopkins University","keywords":"Transformative learning; Narrative; Politics; Curriculum; Mythology; Resource (disambiguation); Global education; Cognitive reframing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001663037,0.000327822,0.0004651271,0.00005029359,0.0007980024,0.0002526983,0.0006560449,0.0004166795,0.00006165109],"category_scores_gemma":[0.00007364945,0.0002512027,0.0002360469,0.00002172782,0.000704253,0.00005314897,0.0002932021,0.0005392504,0.00002760447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207512,"about_ca_system_score_gemma":0.0002218191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004031874,"about_ca_topic_score_gemma":0.0001801944,"domain_scores_codex":[0.9981566,0.0001469398,0.0001992915,0.0004436616,0.0005801449,0.0004733494],"domain_scores_gemma":[0.9990875,0.000232202,0.000162826,0.0002471773,0.0001105343,0.000159811],"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":[0.00000530691,0.000006704724,5.609538e-7,0.00006801697,0.00009429819,0.000006505945,0.008253641,7.535153e-8,0.000001369821,0.3281231,0.6575634,0.00587706],"study_design_scores_gemma":[0.00007324138,0.00001605862,0.000001039,0.0001770374,0.00008434426,1.645942e-7,0.0003083766,2.190028e-7,0.000003053279,0.08908699,0.9099557,0.0002937344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.57252e-7,0.002257157,0.00000968043,0.03908439,0.0004520259,0.0004327859,0.0001106856,0.0001957259,0.9574572],"genre_scores_gemma":[0.0004002545,0.0003730324,0.00005202012,0.0007245065,0.001401235,0.00007941519,0.00001322681,0.00001917727,0.9969372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2523924,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289638439799384,"score_gpt":0.2780844781405294,"score_spread":0.2051880937425355,"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."}}