{"id":"W4413355547","doi":"10.37284/eajes.8.3.3520","title":"Community Stakeholder Engagement and Operational Sustainability of Kenya Equity in Education Project in Turkana County","year":2025,"lang":"en","type":"article","venue":"East African Journal of Education Studies","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Sustainability; Equity (law); Stakeholder; Stakeholder engagement; Environmental planning; Community engagement; Geography; Environmental resource management; Political science; Economic growth; Business; Public relations; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003342632,0.00025615,0.0002108828,0.000708602,0.006189859,0.00163012,0.0005900954,0.0005985667,0.001363327],"category_scores_gemma":[0.0029374,0.0002374244,0.0001388032,0.0007176009,0.001754278,0.0009153251,0.003527709,0.0006460641,0.00009684564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713355,"about_ca_system_score_gemma":0.01301744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010625,"about_ca_topic_score_gemma":0.08971879,"domain_scores_codex":[0.997851,0.00120673,0.00004636522,0.00008555557,0.0001390292,0.0006712162],"domain_scores_gemma":[0.9976854,0.0007167704,0.0003147565,0.00008232164,0.000263751,0.0009370004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008573983,0.002986209,0.3189743,0.001128901,0.00008063042,0.01381885,0.4773917,0.001905906,0.01252883,0.009453014,0.005471148,0.1554032],"study_design_scores_gemma":[0.00007361035,0.00139006,0.2491671,0.0003853704,0.00003945342,0.0007055217,0.7223468,0.0005387187,0.002011044,0.00094116,0.02235423,0.00004695641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975472,0.00006124072,0.0001213822,0.0002305372,0.000003563829,0.0001207778,0.00001863612,0.000002187848,0.001894483],"genre_scores_gemma":[0.9983031,0.00009209839,0.0005552753,0.00005266268,0.000001227913,0.0001485442,0.00002865357,0.000001542303,0.0008169124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010625,"threshold_uncertainty_score":0.03997844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.19681306236105,"score_gpt":0.4448413999219684,"score_spread":0.2480283375609183,"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."}}