{"id":"W3052008584","doi":"10.23860/rosa-kevin-2020","title":"COASTAL OCEAN MODELING ACROSS LENGTH SCALES: FROM ESTUARINE CIRCULATION TO BOUNDARY CURRENTS","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bathymetry; Buoyancy; Oceanography; Boundary current; Ocean current; Upwelling; Storm; Geology; Current (fluid); Circulation (fluid dynamics); Climatology; Boundary (topology); Shore; Continental shelf; Estuary; Environmental science; General Circulation Model; Numerical models; Meteorology; Numerical modeling; Geography; Climate change; Geophysics; Mechanics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370747,0.0005441809,0.000463286,0.0003245166,0.0004260436,0.00194111,0.0008547042,0.00065583,0.002296712],"category_scores_gemma":[0.0008911285,0.0004426352,0.0005689928,0.0009025481,0.0003743189,0.001538316,0.001263317,0.0008671015,0.0003531193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734146,"about_ca_system_score_gemma":0.0009205061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04070783,"about_ca_topic_score_gemma":0.03603565,"domain_scores_codex":[0.9999008,0.00002998646,0.00001027199,0.00002757455,0.0000182745,0.00001311752],"domain_scores_gemma":[0.9998057,0.00005910988,0.00003118962,0.00003288775,0.00004504131,0.00002605585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003118706,0.00005721023,0.01661712,0.0001181541,0.0001077899,0.00014005,0.0003136404,0.9018994,0.003155336,0.0227139,0.005049498,0.04979663],"study_design_scores_gemma":[0.00001885291,0.00003283973,0.008193916,0.00005854314,0.00003741305,0.00002734995,0.0001806356,0.9682013,0.0004052932,0.01166625,0.011161,0.00001655269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.520315,0.01082805,0.3681038,0.006310673,0.0006826296,0.0001727954,0.003365939,0.001972733,0.08824839],"genre_scores_gemma":[0.9069086,0.006882441,0.06233658,0.0004899424,0.0003147072,0.0001474348,0.001093231,0.0003409527,0.02148603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04070783,"threshold_uncertainty_score":0.08094174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614738146666913,"score_gpt":0.2516659711805875,"score_spread":0.2355185897139183,"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."}}