{"id":"W4224871189","doi":"10.1016/j.jcp.2022.111254","title":"A linear and nonlinear analysis of the shallow water equations and its impact on boundary conditions","year":2022,"lang":"en","type":"article","venue":"Journal of Computational Physics","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Vetenskapsrådet","keywords":"Nonlinear system; Mathematics; Boundary value problem; Boundary (topology); Mathematical analysis; Shallow water equations; Entropy (arrow of time); Applied mathematics; Physics; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008842975,0.0006273853,0.0005544279,0.0007414455,0.0005632419,0.0009497468,0.0007642764,0.001088645,0.004199061],"category_scores_gemma":[0.005485421,0.0002904988,0.0008108326,0.0002474505,0.001803191,0.001505781,0.002129551,0.001657869,0.0004766438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002257,"about_ca_system_score_gemma":0.0007886047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508851,"about_ca_topic_score_gemma":0.002219926,"domain_scores_codex":[0.9996828,0.0001168346,0.00001516133,0.00004030921,0.00009799291,0.0000469968],"domain_scores_gemma":[0.9981193,0.001206965,0.0002032291,0.000115463,0.0002573254,0.0000976712],"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":[0.0002420681,0.00009696616,0.003647361,0.000575657,0.00005388355,0.0004931741,0.0002617967,0.6316351,0.03813474,0.2980815,0.002039295,0.02473843],"study_design_scores_gemma":[0.000007834072,0.00002746494,0.0006945716,0.00002858911,0.000008550591,0.00002860149,0.00003139007,0.9667109,0.002575461,0.02927408,0.0005936862,0.00001872304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2146866,0.001263166,0.7443386,0.002726443,0.0002342374,0.00009797832,0.0003358391,0.0003235848,0.03599356],"genre_scores_gemma":[0.9352221,0.00092559,0.05330034,0.0003022439,0.0001698855,0.0001277536,0.0001999172,0.0002203212,0.009531771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004508851,"threshold_uncertainty_score":0.01404727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583632641905562,"score_gpt":0.2808253618784503,"score_spread":0.2549890354593947,"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."}}