{"id":"W4200298039","doi":"10.5194/hess-2021-350-ac3","title":"Reply on RC3","year":2021,"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":"National Cancer Institute; Australian National University; McGill University; Australian Government; China Scholarship Council; National Computational Infrastructure","keywords":"Streamflow; Precipitation; Span (engineering); Life span; Environmental science; Water storage; Hydrology (agriculture); Structural basin; Drainage basin; Water resources; Mediterranean climate; Climatology; Meteorology; Geography; Geology; Oceanography; Engineering; Geotechnical engineering; Archaeology; Ecology; Civil engineering","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":[0.002935454,0.001020435,0.001177066,0.001197866,0.00329427,0.005088607,0.003726151,0.02709123,0.1613385],"category_scores_gemma":[0.0281008,0.000644133,0.001689448,0.0009882688,0.002388894,0.004290571,0.002840257,0.02409964,0.1230953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003665307,"about_ca_system_score_gemma":0.004228279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009126275,"about_ca_topic_score_gemma":0.01090825,"domain_scores_codex":[0.9972196,0.0005093694,0.0002917754,0.0005415111,0.000969282,0.0004685327],"domain_scores_gemma":[0.9927549,0.002093082,0.0002809565,0.0005303376,0.003137116,0.001203605],"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":[0.000007586319,0.000002752642,0.00002382301,0.00001220092,0.000001349623,0.00004351705,0.000008888986,0.000003669617,0.00001567355,0.0002787973,0.9977792,0.00182253],"study_design_scores_gemma":[0.0000102957,0.000006424383,0.0001326539,0.00005654845,0.000002640396,0.00006399028,0.00005564776,0.00001906696,0.00005132856,0.0005000312,0.9990926,0.00000873916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001797872,0.001969658,0.0002357122,0.7529089,0.2142047,0.00008984742,0.000612963,0.0004546657,0.02934371],"genre_scores_gemma":[0.001857516,0.001110404,0.000202906,0.8239248,0.05685019,0.0001413507,0.0002280551,0.0002373977,0.1154473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1613385,"threshold_uncertainty_score":0.539731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200934606704772,"score_gpt":0.2950635697074468,"score_spread":0.2730542236403991,"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."}}