{"id":"W2252009452","doi":"10.1080/0376835x.2015.1115739","title":"Kenya's focus on urban vulnerability and resilience in the midst of urban transitions in Nairobi","year":2016,"lang":"en","type":"article","venue":"Development Southern Africa","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"UNICEF; United States Agency for International Development","keywords":"Slum; Vulnerability (computing); Sanitation; Psychological intervention; Psychological resilience; Food security; Socioeconomics; Geography; Human settlement; Poverty; Demographic economics; Economic growth; Environmental health; Economics; Population; Medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299324,0.0001294394,0.0001647538,0.0001597337,0.00008999949,0.00002101447,0.0002034394,0.00005779069,0.00003416972],"category_scores_gemma":[0.00005087019,0.00007757867,0.00003069476,0.0002860052,0.0001222472,0.00006942548,0.00001938193,0.0001205285,0.00002140792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008395232,"about_ca_system_score_gemma":0.00001936064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004302689,"about_ca_topic_score_gemma":0.0003010436,"domain_scores_codex":[0.9987549,0.0001904955,0.0003403235,0.0002746338,0.0002122979,0.0002273101],"domain_scores_gemma":[0.9995082,0.0001623498,0.00005427856,0.0002118585,0.0000229042,0.00004037828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009554877,0.00147793,0.5410704,0.000104271,0.00001667359,0.00001639,0.4320896,0.00000615536,0.004441132,0.000710136,0.002194112,0.01691769],"study_design_scores_gemma":[0.004075802,0.0001792019,0.9563253,0.0006796928,0.00001139762,0.000006059137,0.006964446,0.00001667242,0.01561606,0.004375504,0.01129018,0.0004596584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888133,0.00007134678,0.00008249898,0.008795569,0.00005554358,0.0003309894,0.00003519022,0.00002441953,0.001791117],"genre_scores_gemma":[0.9994811,0.000002105364,0.0001712148,0.0001442033,0.00002156584,0.00003666359,0.000003113597,0.00001035225,0.0001296746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251252,"threshold_uncertainty_score":0.3163566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161806333353188,"score_gpt":0.2379667758950781,"score_spread":0.2217861425597593,"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."}}