{"id":"W2937579358","doi":"10.1016/j.habitatint.2019.03.005","title":"Risk factors of becoming a disaster victim. The flood of September 1st, 2009, in Ouagadougou (Burkina Faso)","year":2019,"lang":"en","type":"article","venue":"Habitat International","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Horizon 2020 Framework Programme; H2020 Marie Skłodowska-Curie Actions; Centre National pour la Recherche Scientifique et Technique; European Commission","keywords":"Flood myth; Sanitation; Geography; Vulnerability (computing); Natural disaster; Poverty; Socioeconomics; Population; Environmental health; Capital city; Economic growth; Medicine; Economics; Engineering; Environmental engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002302893,0.0001065877,0.0001326489,0.00006232181,0.00002208372,0.00001439813,0.0003611098,0.00003073923,0.004075495],"category_scores_gemma":[0.00001895591,0.00007364682,0.00008524247,0.0001159949,0.00007714192,0.0002077644,0.0002739163,0.0001049148,0.0002424375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007986497,"about_ca_system_score_gemma":0.000005398886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008812708,"about_ca_topic_score_gemma":0.001062765,"domain_scores_codex":[0.9989282,0.00004650695,0.0002837453,0.0001873795,0.000413226,0.0001409587],"domain_scores_gemma":[0.9994875,0.0001035812,0.0001792448,0.0001963006,0.00001097398,0.00002237918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001757643,0.0001473803,0.9908015,0.000006810129,0.00004753381,7.845587e-7,0.001208351,0.004135625,0.0008029467,0.0002803696,0.001853421,0.0006977734],"study_design_scores_gemma":[0.0006260118,0.00006443319,0.9824327,0.0000295701,0.00001888476,5.553559e-7,0.001293675,0.006149863,0.001124434,0.000449471,0.007698416,0.00011195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95164,0.00001255743,0.0002072851,0.0001627443,0.0003946831,0.0002266305,0.00002593951,0.000006792242,0.04732336],"genre_scores_gemma":[0.9971581,0.00001360162,0.0005089063,0.00004802303,0.00001866801,0.0000103147,0.00001209618,0.000009020601,0.002221259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455181,"threshold_uncertainty_score":0.9968349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007555431371913198,"score_gpt":0.2388794734090416,"score_spread":0.2313240420371284,"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."}}