{"id":"W4327913538","doi":"10.5194/essd-2022-330-ac1","title":"Reply on RC1","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); Benchmark (surveying); Climate change; Environmental resource management; Environmental science; 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":[0.004075544,0.0009281964,0.001252044,0.001418702,0.003086345,0.005630233,0.003331782,0.02516737,0.2126767],"category_scores_gemma":[0.04855154,0.0006527245,0.00163771,0.001327651,0.002099833,0.004691992,0.003360938,0.02022505,0.1650951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004352357,"about_ca_system_score_gemma":0.004603959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009655723,"about_ca_topic_score_gemma":0.01032335,"domain_scores_codex":[0.9961911,0.0007262744,0.0003942893,0.0006735242,0.001388891,0.0006259746],"domain_scores_gemma":[0.9875494,0.003815711,0.0004383634,0.0008282997,0.005646307,0.001721871],"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":[0.000005795942,0.000001736036,0.00002047409,0.00001556578,0.00000112397,0.00002238288,0.000008532364,0.000002550177,0.000009757805,0.0001944863,0.9983364,0.001381265],"study_design_scores_gemma":[0.00001030322,0.000006117962,0.0001583887,0.00008963509,0.000002898593,0.00004656709,0.00006364055,0.00001473718,0.00004085986,0.0004715523,0.9990854,0.000009891434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001630089,0.001521483,0.000237418,0.8176437,0.1487544,0.000124229,0.001489463,0.0004345376,0.02963179],"genre_scores_gemma":[0.001682458,0.001069999,0.0001887429,0.8564441,0.0412574,0.0002379544,0.0004976708,0.0002705356,0.09835106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7873234,"threshold_uncertainty_score":0.7114744,"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."}}