{"id":"W3008904820","doi":"10.5539/ies.v13n3p79","title":"Access and Resource Allocation to Education in Nigeria","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"African Education and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nigerians; Resource allocation; Economic growth; Educational resources; Resource (disambiguation); Qualitative research; Business; Public relations; Sociology; Political science; Economics; Pedagogy; Social science; Computer science; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638683,0.0001460002,0.0002023518,0.001312907,0.002161316,0.004317635,0.0003347898,0.0006577468,0.004766971],"category_scores_gemma":[0.003653825,0.0001863855,0.0001028876,0.001521934,0.00260639,0.00235719,0.003318743,0.0006383723,0.0001559493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004413347,"about_ca_system_score_gemma":0.004487609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300735,"about_ca_topic_score_gemma":0.02344561,"domain_scores_codex":[0.9977568,0.00106795,0.000112401,0.0001203501,0.0003000225,0.0006425842],"domain_scores_gemma":[0.9984049,0.0006095346,0.0003378777,0.00005726656,0.0001965122,0.0003938571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001282065,0.000122668,0.06657267,0.0002413833,0.000029951,0.001123475,0.009730378,0.002807222,0.000631794,0.8362504,0.002967428,0.07939432],"study_design_scores_gemma":[0.00007346099,0.0002634968,0.243627,0.002743576,0.00005735252,0.001815113,0.1094553,0.008524899,0.001042529,0.4535609,0.1787264,0.0001099462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262659,0.00590778,0.003211742,0.01337836,0.000113376,0.000129524,0.0001621295,0.00001105022,0.2508201],"genre_scores_gemma":[0.9942199,0.00125804,0.0005890942,0.0001664236,0.00001467792,0.00002571652,0.00001578223,0.000002731583,0.003707555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300735,"threshold_uncertainty_score":0.03202128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107777318132966,"score_gpt":0.4938550274146264,"score_spread":0.3860777092816605,"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."}}