{"id":"W2098440286","doi":"10.5539/jel.v2n2p155","title":"Primary Education as a Foundation for Qualitative Higher Education in Nigeria","year":2013,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"African Education and Politics","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Premise; Primary education; Quality (philosophy); Higher education; Foundation (evidence); Universal Primary Education; Medical education; Sociology; Pedagogy; Mathematics education; Political science; Psychology; Medicine","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":[0.07558956,0.0002695866,0.0004673296,0.002026543,0.00685024,0.006136853,0.001065249,0.001176603,0.01478102],"category_scores_gemma":[0.03541827,0.0005934999,0.0002655458,0.002054666,0.007546191,0.003268835,0.009435402,0.002426994,0.0009847423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007416719,"about_ca_system_score_gemma":0.03739545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003165401,"about_ca_topic_score_gemma":0.007725874,"domain_scores_codex":[0.965064,0.02973464,0.001335169,0.0009035265,0.001633213,0.00132942],"domain_scores_gemma":[0.9367276,0.04652869,0.002444681,0.00596152,0.005004396,0.003333069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002248409,0.0005484002,0.01058206,0.003463666,0.0000131771,0.00119966,0.2789324,0.001104013,0.003780131,0.4481574,0.02186755,0.2301267],"study_design_scores_gemma":[0.0001410634,0.0005168261,0.01476899,0.009104349,0.00001437775,0.0007311288,0.3278456,0.002714813,0.002740762,0.1730655,0.4682825,0.00007404377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2616766,0.01231137,0.3356023,0.1161456,0.007724715,0.02772352,0.002893983,0.0006355358,0.2352864],"genre_scores_gemma":[0.7611768,0.004202462,0.1668296,0.007950728,0.0005434603,0.02375255,0.0006379514,0.0001817743,0.03472468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07558956,"threshold_uncertainty_score":0.3997606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392706436561384,"score_gpt":0.439780710224464,"score_spread":0.4058536458588502,"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."}}