{"id":"W2550298870","doi":"","title":"Accurate Prediction of Sloshing Waves in Tanks by an Adaptive Two-Fluid Incompressible Front-Tracking Approach","year":2016,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Slosh dynamics; Compressibility; Tracking (education); Front (military); Mechanics; Computer science; Physics; Engineering; Mechanical engineering","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":[0.0003070029,0.0002702027,0.0003087948,0.0004886438,0.00010176,0.00007540079,0.0002884281,0.0002052603,0.00002359785],"category_scores_gemma":[0.00006340176,0.0002418941,0.00008868046,0.0003165952,0.0000557974,0.001535335,0.00006843766,0.0003131256,0.000004157891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005185386,"about_ca_system_score_gemma":0.00004608103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906832,"about_ca_topic_score_gemma":0.001254419,"domain_scores_codex":[0.99834,0.00008722471,0.0005951135,0.000320044,0.0002114331,0.0004462529],"domain_scores_gemma":[0.999014,0.0001187884,0.0001172196,0.0005083431,0.00009841696,0.0001432178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007523173,0.0002448138,0.01122443,0.00003258374,0.00005904977,0.000003667986,0.0004030482,0.4669597,0.5074551,0.003772961,0.0008173426,0.008952081],"study_design_scores_gemma":[0.0005596492,0.00009555283,0.0174456,0.0001390254,0.00001502678,0.00001240585,0.000140552,0.964575,0.01607118,0.0005544538,0.0001553058,0.000236273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3157694,0.0003771355,0.6813592,0.00006129641,0.0001387959,0.000334516,0.0002428297,0.0004472915,0.001269544],"genre_scores_gemma":[0.9683778,0.0001401741,0.03084954,0.00003735939,0.00006787451,0.0002030276,0.00006231427,0.00007305337,0.0001889065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6526084,"threshold_uncertainty_score":0.9864157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327467122681529,"score_gpt":0.229662022957333,"score_spread":0.2163873517305177,"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."}}