{"id":"W1985337202","doi":"10.1115/imece2006-13322","title":"Characteristics and Applicability of a Newly Developed Numerical Scheme for Simulating Liquid Sloshing in a Moving Tank","year":2006,"lang":"en","type":"article","venue":"Design Engineering and Computers and Information in Engineering, Parts A and B","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slosh dynamics; Volume of fluid method; Work (physics); Eulerian path; Grid; Computer science; Computational fluid dynamics; Motion (physics); Scheme (mathematics); Volume (thermodynamics); Property (philosophy); Mechanics; Simulation; Mechanical engineering; Engineering; Mathematics; Applied mathematics; Lagrangian; Physics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001624262,0.0001595381,0.0002294039,0.0002385509,0.00003465262,0.00007590515,0.00003072509,0.00007052984,6.248501e-7],"category_scores_gemma":[0.00004777881,0.0001743184,0.00001653475,0.0001394459,0.00001361151,0.0005569828,0.00002661856,0.0001188069,7.418582e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002904763,"about_ca_system_score_gemma":0.000007859588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225444,"about_ca_topic_score_gemma":0.000001079219,"domain_scores_codex":[0.9992083,0.000004851367,0.00044429,0.0001086812,0.00005355311,0.0001803186],"domain_scores_gemma":[0.9996268,0.0001831054,0.00004032611,0.00006226316,0.00002913985,0.00005842534],"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":[0.00001295733,0.00000805382,0.0008014085,0.0003588639,0.000007593453,3.330364e-7,0.0004039901,0.9939023,0.000767551,0.001711118,0.000005805662,0.002019989],"study_design_scores_gemma":[0.000437214,0.00004835845,0.01191015,0.0001370209,0.000004458047,0.000006698375,0.00002781897,0.9865805,0.00004606139,0.0000115418,0.000609139,0.0001810215],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4394045,0.00007956852,0.5602459,0.00000831536,0.00004850373,0.0001510726,0.000005836705,0.00004557504,0.0000106696],"genre_scores_gemma":[0.9529209,0.00006402953,0.04691286,0.00001026245,0.00002471624,0.00003740696,0.00001584663,0.00001290736,0.000001044194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5135164,"threshold_uncertainty_score":0.7108498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006546991670204711,"score_gpt":0.1930609944200967,"score_spread":0.186514002749892,"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."}}