{"id":"W2918372997","doi":"10.3133/sir20185161","title":"Assessment of Columbia and Willamette River flood stage on the Columbia Corridor Levee System at Portland, Oregon, in a future climate","year":2019,"lang":"en","type":"article","venue":"Scientific investigations report","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrograph; Hydrology (agriculture); Tributary; Streamflow; Flood myth; Levee; Environmental science; Bathymetry; Hydrography; Meltwater; Flood stage; Geology; Drainage basin; 100-year flood; Oceanography; Snow; Geography; Geomorphology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831872,0.00011675,0.000222017,0.00006114548,0.0006410397,0.0001117264,0.0001906366,0.00006411651,0.0007077768],"category_scores_gemma":[0.00004656589,0.00010639,0.00004346507,0.0004793277,0.001216388,0.0001467656,0.0003947573,0.0001349301,0.0001209915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801073,"about_ca_system_score_gemma":0.00003142865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202757,"about_ca_topic_score_gemma":0.01276303,"domain_scores_codex":[0.9981166,0.0001136628,0.000449568,0.000569898,0.0004569864,0.0002933398],"domain_scores_gemma":[0.998913,0.00005415922,0.0003154538,0.0006256334,0.00002449787,0.00006725706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002731743,0.00003632428,0.9847932,0.00004796192,0.0000210597,0.00005325177,0.0004462749,0.0007994454,0.001000827,0.0007727912,0.01200249,0.00002362491],"study_design_scores_gemma":[0.0002827252,0.00004857525,0.9808053,0.00005171703,0.00002961225,0.00003084417,0.0007514948,0.002017441,0.0001299592,0.0002202001,0.01549085,0.0001413232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810177,0.00000739344,0.000005730725,0.0006304618,0.00079931,0.0008122429,0.00004063136,0.00002758753,0.01665892],"genre_scores_gemma":[0.9719757,0.000004354718,0.0003380625,0.0001537208,0.00001454104,0.00006335106,0.00004794072,0.000008788511,0.02739347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156027,"threshold_uncertainty_score":0.7749659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923062531755887,"score_gpt":0.2148836244307973,"score_spread":0.2056529991132384,"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."}}