{"id":"W2907908153","doi":"10.26522/ssj.v12i2.1633","title":"Teachers for Teachers: Advocating for Stronger Programs and Policies for and with Refugee Teachers in Kakuma Refugee Camp, Kenya (Dispatch)","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Political science; Economic growth; Sociology; Criminology; Law; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001238058,0.0002068407,0.0003654658,0.0000881806,0.001754591,0.0001081598,0.0001695721,0.000153309,0.000002178823],"category_scores_gemma":[0.00108026,0.0001641588,0.00005618162,0.0002514066,0.002183768,0.0002442967,0.00005031774,0.0001371626,3.348671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807511,"about_ca_system_score_gemma":0.0001577056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233118,"about_ca_topic_score_gemma":0.04409121,"domain_scores_codex":[0.9983608,0.00009840247,0.0003077928,0.00040452,0.0001884866,0.0006400288],"domain_scores_gemma":[0.9989967,0.0004576116,0.0001609422,0.00008583094,0.0002100882,0.00008877355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001428838,0.000117956,0.01061573,0.0001606907,0.00008477404,2.361309e-7,0.8915954,6.535582e-7,0.00001908786,0.009632705,0.003439362,0.08419051],"study_design_scores_gemma":[0.001160418,0.0003652045,0.00248141,0.0001280048,0.0001009888,3.239809e-7,0.7778758,0.0000107081,0.000007925735,0.0008020692,0.2168273,0.0002397682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907551,0.001938713,0.0001488515,0.003657316,0.0006026229,0.001656646,0.00001374063,0.00004705883,0.001179983],"genre_scores_gemma":[0.9856045,0.000385634,0.008582155,0.0003114271,0.002073509,0.00110883,0.000008881784,0.00003038201,0.001894685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213388,"threshold_uncertainty_score":0.999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305408534775474,"score_gpt":0.428784678695858,"score_spread":0.3657305933481033,"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."}}