{"id":"W4376616061","doi":"10.5194/esurf-2022-59-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":"ETH Zürich Foundation; Azrieli Foundation; Israel Science Foundation; Eidgenössische Technische Hochschule Zürich; National Science Foundation","keywords":"Fluvial; Geology; Sedimentary depositional environment; Sediment transport; Storm; Beach morphodynamics; STREAMS; Sediment; Longshore drift; Oceanography; Structural basin; Hydrology (agriculture); Geomorphology","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":[],"consensus_categories":[],"category_scores_codex":[0.002899705,0.0008833749,0.001116444,0.001078143,0.00273939,0.004605717,0.003428037,0.02377663,0.1601919],"category_scores_gemma":[0.03270739,0.0006182012,0.001282754,0.0008765854,0.002165158,0.003806606,0.002853853,0.02210013,0.1224503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286371,"about_ca_system_score_gemma":0.003239587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006768228,"about_ca_topic_score_gemma":0.007797056,"domain_scores_codex":[0.9974046,0.0005066114,0.0002934897,0.0005499294,0.0008463227,0.000399008],"domain_scores_gemma":[0.9919986,0.002647158,0.0003050894,0.0005749788,0.003247949,0.001226202],"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":[0.000007551921,0.000002428046,0.00002604463,0.00001340043,0.000001273856,0.00004510265,0.000009514502,0.00000368492,0.00001513892,0.0002656541,0.9978731,0.001737231],"study_design_scores_gemma":[0.00001058788,0.000006581689,0.0001641523,0.00006164834,0.000002661011,0.00006667797,0.000058748,0.00002217645,0.00005753013,0.0005162001,0.999023,0.0000102285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001779173,0.001546953,0.0002232703,0.7825321,0.1895511,0.00008568897,0.0006119586,0.0003662309,0.02490471],"genre_scores_gemma":[0.002491453,0.00108281,0.000226785,0.8287273,0.06205766,0.0001681113,0.0002508745,0.000241225,0.1047538],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1601919,"threshold_uncertainty_score":0.5358953,"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."}}