{"id":"W3034627225","doi":"10.5539/jedp.v10n2p10","title":"Stakeholder Engagement in Monitoring and Evaluation and Performance of Literacy and Numeracy Educational Programme in Public Primary Schools in Nairobi County, Kenya","year":2020,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"African Education and Politics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; Literacy; Stakeholder; Population; Stakeholder engagement; Descriptive statistics; Medical education; Psychology; Mathematics education; Pedagogy; Sociology; Political science; Public relations; Mathematics; Statistics; Medicine; Demography","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":[0.001114324,0.00007179144,0.0001416183,0.000205716,0.0000842813,0.00005054786,0.00006370869,0.00004575091,0.0001104059],"category_scores_gemma":[0.0002912062,0.00007349779,0.000007774715,0.0002269707,0.0001491258,0.0004492064,0.00002437803,0.00020398,8.969573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615114,"about_ca_system_score_gemma":0.00135639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006968858,"about_ca_topic_score_gemma":0.00003651421,"domain_scores_codex":[0.9989224,0.0001577111,0.0003983202,0.0001390696,0.0002260128,0.0001564952],"domain_scores_gemma":[0.9993021,0.0002124539,0.0001747826,0.00002412575,0.000140191,0.0001463198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003169339,0.0002069108,0.9460241,0.00003135694,0.000006786165,2.658039e-7,0.03185088,8.624921e-7,0.00003701807,0.001853227,0.0001820257,0.01977485],"study_design_scores_gemma":[0.0007115543,0.0000553779,0.9834977,0.00007004544,0.00000344526,0.00001966045,0.009909389,0.0000124214,0.000002501748,0.002975306,0.002672048,0.00007048973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592393,0.001209662,8.971003e-7,0.03773589,0.0002007599,0.0001743679,0.000001688304,8.262178e-7,0.001436587],"genre_scores_gemma":[0.9949337,0.0009981762,0.003253106,0.0005898497,0.0001553233,0.00001388275,0.000006580815,0.000003645085,0.00004571093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03747364,"threshold_uncertainty_score":0.2997153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294081539154269,"score_gpt":0.4067470678363475,"score_spread":0.2773389139209206,"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."}}