{"id":"W4239531024","doi":"10.1023/a:1008108208545","title":"Risk Assessment, Emergency Preparedness and Response to Hazards: The Case of the 1997 Red River Valley Flood, Canada","year":2000,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University","funders":"Canadian Armed Forces","keywords":"Flood myth; Natural hazard; Preparedness; Context (archaeology); Environmental planning; Floodplain; Flood control; Psychological intervention; Emergency management; Vulnerability (computing); Business; Natural disaster; Geography; Environmental resource management; Political science; Economic growth; Environmental science; Cartography; Computer security; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00131238,0.000342594,0.0002697846,0.0009141781,0.004858593,0.003378897,0.001416678,0.001740302,0.002531079],"category_scores_gemma":[0.004873121,0.0003689825,0.0004173206,0.001880679,0.001868539,0.0008956882,0.001126639,0.00171458,0.0001179654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04847671,"about_ca_system_score_gemma":0.04164086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929986,"about_ca_topic_score_gemma":0.9970101,"domain_scores_codex":[0.9990379,0.0001648505,0.00002232976,0.00003776747,0.0002532897,0.0004839186],"domain_scores_gemma":[0.9981033,0.000634547,0.0001474414,0.00004298515,0.0007642034,0.0003074799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009923341,0.0006206328,0.3869061,0.0003911442,0.0004348269,0.01844639,0.02453413,0.2314362,0.002039837,0.09429482,0.09970975,0.1401939],"study_design_scores_gemma":[0.0002008959,0.0002091547,0.5841318,0.0003492403,0.000402625,0.002711924,0.1333438,0.1562178,0.001366945,0.02334837,0.09738487,0.0003326549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432165,0.00172488,0.00132104,0.0171956,0.00004831944,0.00009213606,0.0006302953,0.00004019771,0.035731],"genre_scores_gemma":[0.986846,0.001311597,0.001087308,0.0003626442,0.00002062755,0.00001411139,0.0001317885,0.00001330732,0.01021272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04847671,"threshold_uncertainty_score":0.3517248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003868110847219561,"score_gpt":0.2413096515813907,"score_spread":0.2374415407341712,"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."}}