{"id":"W3011553682","doi":"10.5430/wje.v10n2p1","title":"Language Policy and Conflict as Learning Barriers: The Plight of Linguistic Minority Schoolchildren in Darfur, Sudan","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Semitic languages; Curriculum; Ethnic group; First language; Psychology; Disadvantaged; Multilingualism; Medium of instruction; Multilingual Education; Pedagogy; Psychological intervention; Arabic; Linguistics; Sociology; Political science; Anthropology","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":[0.0006505171,0.00005887652,0.0001262126,0.0002004813,0.000154155,0.00005415683,0.0001707339,0.00002892005,0.0002108158],"category_scores_gemma":[0.008133583,0.00004771063,0.00003834811,0.0005190921,0.0001173347,0.00009056227,0.0000138285,0.0002974079,0.000004265473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264462,"about_ca_system_score_gemma":0.002552814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008537678,"about_ca_topic_score_gemma":0.001271166,"domain_scores_codex":[0.9990727,0.0002599905,0.000288876,0.00007186544,0.0001865145,0.000120041],"domain_scores_gemma":[0.9990091,0.0002216512,0.0003100407,0.00006031036,0.0001712142,0.0002276636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004257497,0.00007299559,0.08809814,0.00002713936,0.00001865586,0.000001095066,0.8270763,0.00001693347,0.0003369343,0.05769407,0.001498926,0.0251162],"study_design_scores_gemma":[0.0005519285,0.0001043757,0.1277525,0.0001328128,0.00004533442,0.000009609354,0.1456161,0.00003961444,0.0004528986,0.001306792,0.7238157,0.0001723519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223982,0.001217458,0.000002139147,0.0287712,0.0003236269,0.0001035548,9.057057e-7,0.000005034858,0.0471779],"genre_scores_gemma":[0.9941235,0.0001488244,0.00008671303,0.001418901,0.002149423,0.000001109367,0.000001217683,0.0000042709,0.002066087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7223167,"threshold_uncertainty_score":0.9980646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997121478868682,"score_gpt":0.4226768415590183,"score_spread":0.3927056267703315,"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."}}