{"id":"W4232370400","doi":"10.1002/9780470057339.van005","title":"Natural Disasters","year":2001,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Vulnerability (computing); Hazard; Natural disaster; Natural hazard; Natural (archaeology); Geography; Population; Social vulnerability; Environmental planning; Environmental health; Computer security; Computer science; Meteorology; Ecology; Psychology; Psychological resilience; Medicine; Biology; Archaeology; Social 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005696988,0.0005549687,0.0002447004,0.002172488,0.001015746,0.003934342,0.0008545194,0.0008775766,0.3424848],"category_scores_gemma":[0.0026829,0.0001333468,0.0003120962,0.002218899,0.0002924276,0.001710041,0.002086444,0.0009206955,0.115503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382625,"about_ca_system_score_gemma":0.002493274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005930346,"about_ca_topic_score_gemma":0.006812276,"domain_scores_codex":[0.9992071,0.00008184288,0.00004958902,0.00007693019,0.000493835,0.00009074235],"domain_scores_gemma":[0.9984187,0.0001335779,0.00008843945,0.0001311883,0.0009073896,0.000320682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001357431,0.00002737195,0.0005781087,0.0001801884,0.000002571509,0.00005437008,0.0001072132,0.0001543476,0.00009262389,0.01005802,0.8709164,0.1178152],"study_design_scores_gemma":[0.000001335456,0.000004432179,0.001004323,0.0001041486,7.509111e-7,0.00004826928,0.000126802,0.00002369599,0.00004035366,0.001095434,0.9975482,0.000002307421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009716674,0.002297804,0.0007890177,0.004713329,0.002066753,0.0001500619,0.00816726,0.0003769154,0.9804673],"genre_scores_gemma":[0.01395036,0.005484025,0.001276857,0.001751909,0.0008136263,0.0001374793,0.01238453,0.0001520477,0.9640492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3424848,"threshold_uncertainty_score":0.9378656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004206253204516341,"score_gpt":0.2080049486498077,"score_spread":0.2037986954452914,"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."}}