{"id":"W3211873116","doi":"10.1080/00221686.2021.1944924","title":"A remark on finite volume methods for 2D shallow water equations over irregular bottom topography By Cristiana Di Cristo, Massimo Greco, Michele Iervolino, Riccardo Martino and Andrea Vacca","year":2021,"lang":"en","type":"article","venue":"Journal of Hydraulic Research","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Environment and Climate Change Canada","funders":"","keywords":"Finite volume method; Volume (thermodynamics); Geology; Mechanics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003162977,0.0002411024,0.0005513807,0.0004284296,0.0002270962,0.0001553025,0.0003101618,0.0001496246,0.0001517045],"category_scores_gemma":[0.003286908,0.0001988248,0.0002671287,0.0005894948,0.0001173561,0.0002393907,0.0001145423,0.0009265612,0.0000087338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154775,"about_ca_system_score_gemma":0.00006627003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004071676,"about_ca_topic_score_gemma":0.000001329647,"domain_scores_codex":[0.9968139,0.000727836,0.0008146596,0.0003057352,0.0007484686,0.0005894046],"domain_scores_gemma":[0.9931185,0.005332828,0.000137306,0.0003501779,0.0007667106,0.0002944659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009218875,0.001477416,0.002116203,0.003027299,0.00218216,0.0003582251,0.003367303,0.1662268,0.1195543,0.003116306,0.1865162,0.5111359],"study_design_scores_gemma":[0.001526884,0.0006478917,0.001076228,0.0002450375,0.0001371821,0.0001152022,0.0002877494,0.6452341,0.01780621,0.153042,0.179322,0.0005594302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00909043,0.003055135,0.9841286,0.002100467,0.0004246461,0.0002329511,0.00002833429,0.00003721346,0.0009022407],"genre_scores_gemma":[0.0982305,0.0004094729,0.8995019,0.0001949249,0.0004479187,0.00005549432,0.00002093103,0.0001070011,0.001031807],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5105765,"threshold_uncertainty_score":0.8107841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568041003680496,"score_gpt":0.4098652508303909,"score_spread":0.3530611504623413,"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."}}