{"id":"W4376613359","doi":"10.5194/esurf-2022-59-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":"ETH Zürich Foundation; Azrieli Foundation; Israel Science Foundation; Eidgenössische Technische Hochschule Zürich; National Science Foundation","keywords":"Fluvial; Geology; Sedimentary depositional environment; Storm; Sediment transport; Beach morphodynamics; Longshore drift; STREAMS; Sediment; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024328,0.0008472569,0.0009729258,0.000959997,0.002465196,0.004466109,0.002958377,0.01995854,0.1707657],"category_scores_gemma":[0.02648237,0.0005270567,0.001182228,0.0007474932,0.001864073,0.003426867,0.002610437,0.01880954,0.1280043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780987,"about_ca_system_score_gemma":0.002677491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005779016,"about_ca_topic_score_gemma":0.006976542,"domain_scores_codex":[0.9977997,0.0004065417,0.0002299777,0.0004826797,0.0007456788,0.0003354659],"domain_scores_gemma":[0.9939692,0.001928715,0.0002297971,0.0004779052,0.002401545,0.0009928676],"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":[0.000008772659,0.000002721401,0.00002773387,0.00001272703,0.000001381449,0.00004944082,0.000008652423,0.000004302588,0.00001834982,0.0003039946,0.9975786,0.001983344],"study_design_scores_gemma":[0.000009647276,0.000005619291,0.0001402396,0.00004568606,0.000002333494,0.00005859843,0.00004733337,0.00002363169,0.00005911037,0.0004786068,0.999121,0.000008310732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002247017,0.00157758,0.0002928399,0.7173861,0.245373,0.00009799689,0.0007420054,0.0004557759,0.0338499],"genre_scores_gemma":[0.003125257,0.001120196,0.0002716383,0.7623312,0.07784389,0.0001857633,0.0002991523,0.0003240018,0.1544989],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8292343,"threshold_uncertainty_score":0.5712682,"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."}}