{"id":"W4200297211","doi":"10.3390/jmse9121440","title":"Unstructured Finite-Volume Model of Sediment Scouring Due to Wave Impact on Vertical Seawalls","year":2021,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Compute Canada","keywords":"Seawall; Finite volume method; Geology; Sediment transport; Sediment; Breaking wave; Erosion; Mechanics; Volume of fluid method; Unstructured grid; Flow (mathematics); Conservation of mass; Free surface; Coordinate system; Geotechnical engineering; Geomorphology; Geometry; Computational fluid dynamics; Wave propagation; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001353139,0.0004483404,0.0004514251,0.0003652939,0.0004395127,0.0007917473,0.001102991,0.0009407368,0.001009282],"category_scores_gemma":[0.0004610087,0.0002987284,0.000494213,0.0003165127,0.0008190454,0.0003849471,0.0007108357,0.0004797077,0.0001461745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000632361,"about_ca_system_score_gemma":0.0009576853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191496,"about_ca_topic_score_gemma":0.008575215,"domain_scores_codex":[0.9998785,0.00002060601,0.00000669136,0.0000205689,0.00004534786,0.00002830482],"domain_scores_gemma":[0.9998432,0.00004909912,0.00003407054,0.00001321101,0.00003084188,0.00002943197],"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":[0.0000167225,0.00001687772,0.0006442803,0.000009889158,0.00000572203,0.0001282534,0.00002836467,0.9931109,0.00361635,0.001395338,0.00006952363,0.000957786],"study_design_scores_gemma":[0.00000274072,0.000005566054,0.0001488918,9.983771e-7,0.000001108303,0.000009271728,0.000007994863,0.9993987,0.0002034028,0.0001433009,0.00007587059,0.000002208759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6762455,0.0002788456,0.3044789,0.0003125749,0.0001111956,0.000111943,0.0004553569,0.000480206,0.01752551],"genre_scores_gemma":[0.985061,0.0001108535,0.00973468,0.00003131429,0.00001446356,0.00005432919,0.0001849882,0.00003655729,0.004771797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02191496,"threshold_uncertainty_score":0.04357481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007986509429974172,"score_gpt":0.1966779309921696,"score_spread":0.1886914215621955,"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."}}