{"id":"W1736007558","doi":"","title":"Exploring and profiling of childhood illnesses in informal settlements in relation to flooding : a case study of Barcelona, Cape Town, South Africa","year":2013,"lang":"en","type":"dissertation","venue":"Open University of Cape Town (University of Cape Town)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cape Town; International Development Research Centre","keywords":"Cape; Human settlement; Geography; Informal settlements; Profiling (computer programming); Flooding (psychology); Genealogy; Archaeology; Cartography; History; Psychology; Economic growth; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001477051,0.0008108945,0.0005459352,0.00221683,0.009197152,0.002213305,0.001823711,0.001454557,0.003056706],"category_scores_gemma":[0.003280193,0.0007172908,0.0003669705,0.002355037,0.005449453,0.001321661,0.003555025,0.001599377,0.00019886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008871792,"about_ca_system_score_gemma":0.004861358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1452022,"about_ca_topic_score_gemma":0.3216404,"domain_scores_codex":[0.9986609,0.000639348,0.00005306569,0.0001237128,0.0001333505,0.0003896133],"domain_scores_gemma":[0.9983056,0.000684777,0.0003623361,0.00006297181,0.0001385645,0.0004457365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007437266,0.0001556457,0.04971142,0.0004513445,0.00002423702,0.06158306,0.8780485,0.0001544418,0.00178065,0.0009960589,0.0009252637,0.006095053],"study_design_scores_gemma":[0.00000828739,0.00009750569,0.04508137,0.0002305968,0.00001367004,0.003900632,0.9440813,0.00007294765,0.000182432,0.0001502715,0.00616284,0.00001809812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963696,0.00045464,0.0001648619,0.000660759,0.00001897586,0.000144351,0.00007793366,0.000002424901,0.002106486],"genre_scores_gemma":[0.9970386,0.000911782,0.0004034837,0.0002003861,0.00001405451,0.0001121411,0.00003781423,0.00000452214,0.001277272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452022,"threshold_uncertainty_score":0.288714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390854784692644,"score_gpt":0.2429543198749871,"score_spread":0.2038688414057227,"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."}}