{"id":"W2021132505","doi":"10.5430/ijba.v2n2p41","title":"School Plant Planning as Correlate of Students’ Academic Performance in Southwest Nigeria Secondary Schools","year":2011,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"African Education and Politics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Medical education; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612841,0.00007990537,0.0001449605,0.0002768353,0.00006257498,0.00005072574,0.0004975557,0.00009958512,0.0004447118],"category_scores_gemma":[0.0004605773,0.00007962985,0.00003842088,0.0001961488,0.00009501082,0.0006748997,0.00002301943,0.0003986491,0.00002495758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154906,"about_ca_system_score_gemma":0.002115507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314756,"about_ca_topic_score_gemma":0.0001069668,"domain_scores_codex":[0.9984117,0.00007641567,0.0006340492,0.00008172153,0.0006605532,0.0001355528],"domain_scores_gemma":[0.9983662,0.00005485283,0.000700838,0.00005660784,0.0007020211,0.0001194621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267171,0.0001635379,0.976149,0.000009949324,0.00003917276,0.00003596435,0.01630814,0.00005598608,0.0001184326,0.00615958,0.0001851685,0.0005079465],"study_design_scores_gemma":[0.0005083759,0.00008848462,0.9819049,0.0002750576,0.00001051162,0.00006208001,0.01337569,0.000009710927,0.0003866033,0.000994688,0.002289359,0.00009455207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886739,0.00004681533,0.0001364952,0.0007110247,0.001545385,0.00007447092,0.0000128915,0.000006294943,0.008792745],"genre_scores_gemma":[0.9986872,0.00014228,0.000254755,0.0001594992,0.0004501153,0.000002469976,0.00001219778,0.00000643303,0.0002850408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001333,"threshold_uncertainty_score":0.4869283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174975772070536,"score_gpt":0.3662649078038894,"score_spread":0.3145151500831841,"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."}}