{"id":"W3039832877","doi":"10.5430/wje.v10n3p188","title":"Teacher Competency on Learner Promotion in Embu County Integrated Public Primary Schools, Kenya","year":2020,"lang":"en","type":"article","venue":"World Journal of Education","topic":"School Choice and Performance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UNICEF; World Bank Group","keywords":"Head teachers; Promotion (chess); Curriculum; Stratified sampling; Competence (human resources); Medical education; Psychology; Mathematics education; Population; Government (linguistics); Primary education; Pedagogy; Medicine; Political science; Environmental health","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":[0.00108,0.0001616583,0.0002109237,0.000555571,0.001279642,0.0008536552,0.0003180684,0.0002815561,0.002178904],"category_scores_gemma":[0.001578847,0.0002092493,0.0001111956,0.0004844998,0.0005395336,0.0005276044,0.0009437636,0.0004484911,0.0001339283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195455,"about_ca_system_score_gemma":0.003719629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03683519,"about_ca_topic_score_gemma":0.1020446,"domain_scores_codex":[0.9994844,0.0001369761,0.000044379,0.000046209,0.0001114055,0.0001766509],"domain_scores_gemma":[0.9989164,0.0002294992,0.0003440247,0.00002462786,0.0001648751,0.0003205984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401862,0.0007610522,0.8652129,0.0006394084,0.00002172455,0.002124412,0.08183901,0.0001491746,0.00218993,0.001111028,0.001614724,0.04419648],"study_design_scores_gemma":[0.000009444829,0.0002926084,0.9291466,0.000310221,0.00001907073,0.0003224009,0.06472088,0.00009345978,0.0004184129,0.00006192431,0.004594972,0.000009902978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997992,0.0002336589,0.00001305816,0.0001593905,0.000002460421,0.00001723746,0.00002672593,0.000001179205,0.001554238],"genre_scores_gemma":[0.998779,0.0003359985,0.00007261566,0.00003824993,0.00000161939,0.00001295679,0.00002083961,6.213854e-7,0.000738073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03683519,"threshold_uncertainty_score":0.07324159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594974244146363,"score_gpt":0.3218590018176491,"score_spread":0.2759092593761855,"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."}}