{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001205199,0.0003388933,0.0003583591,0.0003434159,0.00002963311,0.000009983853,0.0005151766,0.0001993123,0.04435081],"category_scores_gemma":[0.00004084774,0.0003084666,0.0001347672,0.0006937704,0.0002404641,0.00007616713,0.0004932214,0.0002352001,0.002059312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157782,"about_ca_system_score_gemma":0.000004882831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546505,"about_ca_topic_score_gemma":0.0003540122,"domain_scores_codex":[0.9982073,0.00003874935,0.0002915232,0.000466527,0.0006459756,0.0003499541],"domain_scores_gemma":[0.9989627,0.00004937465,0.000324463,0.0005608868,9.99093e-7,0.0001015753],"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":[0.000002286599,0.0001229214,0.01949335,0.00002581485,0.00003906817,0.0000168523,0.0000328369,0.0001050268,0.00001018972,0.00003765833,0.9511918,0.02892219],"study_design_scores_gemma":[0.0002270396,0.00004337293,0.006456834,0.00002060114,0.00007582786,0.00000105115,0.00004001391,0.00003267463,0.000007376304,0.0000344561,0.9927158,0.0003449551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004537899,0.001209918,0.001072183,0.00003419866,0.0009222845,0.000362298,0.00002517549,0.00007876722,0.9958414],"genre_scores_gemma":[0.0009034637,0.01519466,0.006720411,0.00006473744,0.0002071192,0.00001696732,0.00007470221,0.0003012089,0.9765167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0422915,"threshold_uncertainty_score":0.9999368,"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."}}