{"id":"W4401619360","doi":"10.1016/j.ijdrr.2024.104764","title":"Assessing the multidimensional nature of flood and drought vulnerability index: A systematic review of literature","year":2024,"lang":"en","type":"review","venue":"International Journal of Disaster Risk Reduction","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Calgary; University of Saskatchewan","funders":"Global Institute for Water Security, University of Saskatchewan; Canada First Research Excellence Fund; University of Saskatchewan","keywords":"Vulnerability (computing); Flood myth; Index (typography); Environmental science; Environmental planning; Geography; Computer science; Archaeology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01576628,0.001493572,0.004610392,0.02505427,0.0009039139,0.003082147,0.001777962,0.001627486,0.002741787],"category_scores_gemma":[0.0644346,0.001094425,0.005958738,0.0217821,0.001193274,0.004325341,0.002256368,0.001379345,0.0002775577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00446042,"about_ca_system_score_gemma":0.02384589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129284,"about_ca_topic_score_gemma":0.03320971,"domain_scores_codex":[0.989755,0.003003933,0.00404426,0.0007889775,0.002139309,0.000268505],"domain_scores_gemma":[0.9411634,0.0446455,0.006990883,0.0008307499,0.005873203,0.0004962735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008611489,0.00002762537,0.00269619,0.8639739,0.003955517,0.0002131248,0.001186729,0.0002342091,0.0002191459,0.0008747288,0.003350845,0.1231818],"study_design_scores_gemma":[0.00004813115,0.0001374827,0.008536652,0.9422132,0.0201115,0.0005011049,0.001620914,0.0001701298,0.0001901711,0.001046996,0.02535584,0.00006786577],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002042826,0.9953321,0.0004974318,0.000772222,0.0001343419,0.0002796705,0.0005430491,0.00001069909,0.000387783],"genre_scores_gemma":[0.01397759,0.9830614,0.001425283,0.0005323037,0.0000808715,0.0005481198,0.0002902125,0.000006033137,0.00007828459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02505427,"threshold_uncertainty_score":0.08338106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149447391242235,"score_gpt":0.343393075960678,"score_spread":0.3318986020482557,"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."}}