{"id":"W2768853034","doi":"10.1596/28871","title":"Toward Integrated Disaster Risk Management in Vietnam","year":2017,"lang":"en","type":"book","venue":"World Bank, Washington, DC eBooks","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Kementerian Sumber Asli dan Alam Sekitar; Canadian Centre for Applied Research in Cancer Control; United Nations Development Programme; United States Agency for International Development","keywords":"Risk management; Emergency management; Business; Environmental planning; Risk analysis (engineering); Environmental resource management; Geography; Political science; Environmental science; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004624992,0.0008212173,0.0008165278,0.00009748236,0.0006340426,0.000477368,0.001856514,0.0004599189,0.0004622584],"category_scores_gemma":[0.00003881626,0.000280853,0.0004318098,0.0001492586,0.0003323679,0.0001819875,0.0006265395,0.001346643,0.0003948285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210272,"about_ca_system_score_gemma":0.00004221061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005872195,"about_ca_topic_score_gemma":0.01899765,"domain_scores_codex":[0.9964091,0.0001651449,0.0007471312,0.00115923,0.0006571506,0.0008622027],"domain_scores_gemma":[0.9984073,0.0001741698,0.0007197093,0.0003563788,0.0001007329,0.0002417116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001507243,0.0001372616,0.003162087,0.0001353147,0.0002016969,0.0003806028,0.0008996458,0.000012713,0.0006172758,0.00477598,0.1038041,0.8857226],"study_design_scores_gemma":[0.0003179405,0.0001011195,0.03198047,0.0009249377,0.0001209605,0.00000948796,0.0003236864,0.00001210157,0.0001057565,0.005189977,0.9598892,0.001024341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08719416,0.0007110863,0.00000156934,0.0003878156,0.0007941615,0.001145218,0.0001563463,0.0002093416,0.9094003],"genre_scores_gemma":[0.1058487,0.0005087014,0.0001264389,0.0001791143,0.0007120218,0.00008366437,0.0003126056,0.000008393446,0.8922204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8846983,"threshold_uncertainty_score":0.9999644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853662764485189,"score_gpt":0.2236616448849368,"score_spread":0.2051250172400849,"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."}}