{"id":"W4385785471","doi":"10.37284/eajes.6.2.1364","title":"Teacher Mentorship and Support in Kenya: A Desktop Review","year":2023,"lang":"en","type":"review","venue":"East African Journal of Education Studies","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Mentorship; Government (linguistics); Medical education; Exploratory research; Action research; Participatory action research; Teacher education; Service (business); Medicine; Political science; Pedagogy; Psychology; Sociology; Business; Social science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004224406,0.0003031953,0.001794755,0.000592632,0.0002042342,0.0000561542,0.0003331851,0.0001098009,0.0001043919],"category_scores_gemma":[0.003805316,0.00023702,0.0002938909,0.001244935,0.0004250808,0.0001806856,0.0000622069,0.000568382,0.00005394581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006198422,"about_ca_system_score_gemma":0.003200094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004458331,"about_ca_topic_score_gemma":0.0002525808,"domain_scores_codex":[0.9964733,0.001232054,0.001207074,0.000253095,0.0004918135,0.000342686],"domain_scores_gemma":[0.9971704,0.0005313986,0.001357125,0.0001627047,0.0005784354,0.0001999574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002677592,0.0002347961,0.000431732,0.01526152,0.0005558644,0.000004916369,0.2576888,1.291534e-8,2.985798e-9,0.0003784197,0.1034233,0.6220179],"study_design_scores_gemma":[0.00004327592,0.00002261872,0.0001021404,0.02145114,0.0004245706,0.00001096355,0.3110189,1.722617e-9,1.632412e-9,0.0001161651,0.6666688,0.000141499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007585817,0.9728824,5.483178e-7,0.02217778,0.001812216,0.0004762223,0.00000262147,0.00001945685,0.002621191],"genre_scores_gemma":[0.000277043,0.9885337,0.00005220675,0.0002434228,0.001148331,0.000119996,0.000002915819,0.00003014514,0.009592244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6218764,"threshold_uncertainty_score":0.9665393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4413634792563572,"score_gpt":0.5244193545351638,"score_spread":0.08305587527880659,"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."}}