{"id":"W4327915009","doi":"10.5194/essd-2022-330-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Biological and Environmental Research; Global Water Futures; Agencia Estatal de Investigación; Centrum för naturkatastrofslära, Uppsala Universitet; California Institute for Water Resources, University of California; Office of Science; University of Illinois at Urbana-Champaign; National Oceanic and Atmospheric Administration; Länsförsäkringar; Agencia Nacional de Investigación y Desarrollo; National Science Foundation; UK Research and Innovation; Istanbul Teknik Üniversitesi; U.S. Department of Energy; National Natural Science Foundation of China; Vetenskapsrådet; U.S. Geological Survey; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Centre National d’Etudes Spatiales; European Commission; Ministerio de Ciencia e Innovación; Bundesministerium für Bildung und Forschung; British Geological Survey; Horizon 2020 Framework Programme; Svenska Forskningsrådet Formas; Deltares; Deutscher Akademischer Austauschdienst; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; National Foundation for Science and Technology Development; Natural Environment Research Council; Alexander von Humboldt-Stiftung; Russian Foundation for Basic Research; National Aeronautics and Space Administration","keywords":"Flood myth; Context (archaeology); Hazard; Vulnerability (computing); Climate change; Environmental resource management; Environmental science; Benchmark (surveying); Geography; Computer science; Cartography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003560172,0.0008979668,0.001108998,0.00133853,0.002880346,0.005489553,0.002993781,0.02179928,0.2251371],"category_scores_gemma":[0.04138895,0.0005720226,0.001524201,0.001185989,0.001878062,0.00428485,0.003130605,0.01757264,0.1699163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003793515,"about_ca_system_score_gemma":0.003875521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008792281,"about_ca_topic_score_gemma":0.009449831,"domain_scores_codex":[0.9967591,0.0005943199,0.0003125115,0.0005854865,0.001223149,0.0005254146],"domain_scores_gemma":[0.9900749,0.003054353,0.0003505831,0.0007138294,0.004358748,0.001447624],"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":[0.000006485616,0.000001846038,0.000020666,0.00001420286,0.000001166303,0.00002381357,0.000007748634,0.000002866401,0.00001116313,0.0002117175,0.9982126,0.001485807],"study_design_scores_gemma":[0.000009460831,0.000005262718,0.0001377304,0.0000671243,0.000002568851,0.00004095482,0.00005275947,0.00001601335,0.00004300361,0.0004427233,0.9991741,0.000008339924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001966294,0.001546435,0.0003042475,0.7677382,0.1901726,0.0001386509,0.001773561,0.0005415151,0.03758812],"genre_scores_gemma":[0.002088499,0.001113619,0.0002225348,0.8080705,0.05176068,0.0002589973,0.0005910607,0.0003659591,0.1355282],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7748629,"threshold_uncertainty_score":0.7531588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124673259837245,"score_gpt":0.3096727148180304,"score_spread":0.278425982219658,"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."}}