{"id":"W3099054878","doi":"10.1029/2020jc016483","title":"Impacts of Hurricane Winds and Precipitation on Hydrodynamics in a Back‐Barrier Estuary","year":2020,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Storm surge; Environmental science; Precipitation; Storm; Estuary; Flooding (psychology); Surge; Winter storm; Water level; Forcing (mathematics); Climatology; Atmospheric sciences; Oceanography; Geology; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004722254,0.0001014803,0.0003111845,0.0001999526,0.00005605919,0.00004468398,0.0002791534,0.00006870813,0.0003019534],"category_scores_gemma":[0.001113868,0.00006985023,0.00008791743,0.0005957871,0.0002883411,0.0002453444,0.00003329772,0.0009740918,0.00007266746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001406825,"about_ca_system_score_gemma":0.0001569817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001059993,"about_ca_topic_score_gemma":0.0006457834,"domain_scores_codex":[0.9975094,0.0003327295,0.000397051,0.0001803898,0.001162291,0.0004181121],"domain_scores_gemma":[0.9980031,0.0009993428,0.00009018823,0.0000929797,0.0002033579,0.0006109778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002302476,0.0002513663,0.9483474,0.0001394672,0.00003970863,0.0001888474,0.0009253785,0.0009714527,0.003100007,0.0006410974,0.0005577221,0.04253507],"study_design_scores_gemma":[0.0006226746,0.004321517,0.9781163,0.00005982078,0.00000406477,0.00000651763,0.0001609606,0.01434564,0.0001255867,0.001907787,0.0002563337,0.00007284741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961938,0.0001364357,0.00003028119,0.002761822,0.00003302708,0.0001158216,0.00002310371,0.00000255808,0.0007031831],"genre_scores_gemma":[0.9992058,0.000217703,0.0002094529,0.00009448184,0.0002340932,1.926327e-7,0.000004585047,0.000004010082,0.00002964373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04246222,"threshold_uncertainty_score":0.4231998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584464386176454,"score_gpt":0.3071426628385059,"score_spread":0.2712980189767414,"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."}}