{"id":"W4200473370","doi":"10.5194/hess-2021-350-ac1","title":"Reply on RC1","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); Environmental science; Water storage; Life span; Hydrology (agriculture); Structural basin; Drainage basin; Water resources; Mediterranean climate; Climatology; Meteorology; Geography; Geology; Oceanography; Geotechnical engineering; Engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003259818,0.001084985,0.00131115,0.001332166,0.003445365,0.00537162,0.003909498,0.02894136,0.1709433],"category_scores_gemma":[0.03372223,0.0007240902,0.001676455,0.001067722,0.002514717,0.004699072,0.00304059,0.02555136,0.1337842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00376575,"about_ca_system_score_gemma":0.004376575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00806029,"about_ca_topic_score_gemma":0.008864863,"domain_scores_codex":[0.9968196,0.0005838959,0.0003369954,0.0006249134,0.001100432,0.0005341213],"domain_scores_gemma":[0.9912668,0.002636113,0.0003336183,0.0006172228,0.003789601,0.001356633],"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":[0.000006703262,0.000002627134,0.00002260615,0.00001340658,0.000001236703,0.00003971031,0.00000914935,0.000003265937,0.000012889,0.0002806155,0.9977481,0.001859662],"study_design_scores_gemma":[0.00000997007,0.000006667607,0.0001458247,0.00006427772,0.000002565685,0.00006719091,0.00005752368,0.00001800089,0.00004669801,0.0005122278,0.9990597,0.000009428352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001646983,0.00199859,0.000207393,0.7666829,0.1992871,0.00009238545,0.0005968691,0.0004143768,0.03055563],"genre_scores_gemma":[0.001790303,0.001160894,0.0001909753,0.8250843,0.05936906,0.0001602173,0.0002527962,0.0002234777,0.111768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8290567,"threshold_uncertainty_score":0.5718622,"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."}}