{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006486607,0.0001927554,0.0002363097,0.0005431835,0.00339663,0.001312019,0.0003306615,0.000412744,0.003078162],"category_scores_gemma":[0.0009812607,0.0001553708,0.000130876,0.0008763123,0.001763165,0.001166282,0.002456001,0.0005538843,0.0001115496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003231816,"about_ca_system_score_gemma":0.004628897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1463948,"about_ca_topic_score_gemma":0.482249,"domain_scores_codex":[0.9996485,0.0001219026,0.00001124985,0.00002390586,0.00002201196,0.0001725232],"domain_scores_gemma":[0.9996274,0.00008344959,0.0001011463,0.000008285631,0.00004353093,0.0001362812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002938059,0.0001023957,0.6788121,0.001336792,0.00007460206,0.007156026,0.1887647,0.0004963967,0.005468315,0.02383146,0.006104451,0.08755893],"study_design_scores_gemma":[0.000005629897,0.00007972823,0.8233829,0.0006277909,0.00003356855,0.001001694,0.1505459,0.0001577346,0.0003082764,0.001611453,0.02221511,0.00003020402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747555,0.003315361,0.0001627206,0.007551882,0.00002346592,0.00003009393,0.0001535589,0.000003561761,0.01400381],"genre_scores_gemma":[0.9968561,0.001712534,0.0001526905,0.0002592509,0.000007341566,0.00001939221,0.00002671028,0.000001341792,0.0009645706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1463948,"threshold_uncertainty_score":0.2910853,"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."}}