{"id":"W2079756824","doi":"10.1002/fld.2538","title":"Grid‐independent depth‐averaged simulations with a collocated unstructured finite volume scheme","year":2011,"lang":"en","type":"article","venue":"International Journal for Numerical Methods in Fluids","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Unstructured grid; Finite volume method; Grid; Scheme (mathematics); Applied mathematics; Computational fluid dynamics; Mathematics; Mathematical optimization; Convection–diffusion equation; Computer science; Geometry; Mathematical analysis; Mechanics; Physics","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":[0.0002385904,0.0002959642,0.00046313,0.0002516276,0.0003740314,0.0005420462,0.0009285892,0.0007060916,0.002137308],"category_scores_gemma":[0.001123989,0.0002491753,0.0004150514,0.0003508342,0.0004017745,0.0005252085,0.0005262681,0.0007117104,0.0002856334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004551779,"about_ca_system_score_gemma":0.0008248508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009625099,"about_ca_topic_score_gemma":0.006375841,"domain_scores_codex":[0.9998894,0.00002584684,0.000008634454,0.00001636912,0.00004024973,0.00001954542],"domain_scores_gemma":[0.9995164,0.000160889,0.00005045794,0.00009770591,0.0001376227,0.00003705189],"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":[0.00006913021,0.000047184,0.000683462,0.0000396606,0.00001837944,0.00006613975,0.00005238036,0.9773501,0.008724444,0.005140531,0.0006272288,0.007181447],"study_design_scores_gemma":[0.00000887819,0.000009472495,0.00007732836,0.000001403404,0.000001800907,0.000003908887,0.000003712292,0.9985147,0.000714701,0.0003537365,0.0003070249,0.000003351739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4678781,0.0003017557,0.506856,0.0003689187,0.0003585769,0.000209522,0.0009667446,0.001210671,0.02184977],"genre_scores_gemma":[0.8636721,0.0001426161,0.1313384,0.00007783867,0.00003060387,0.0001560258,0.0006683226,0.0001477333,0.003766449],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009625099,"threshold_uncertainty_score":0.01913816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985304544933668,"score_gpt":0.3297382472924007,"score_spread":0.299885201843064,"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."}}