{"id":"W2339029607","doi":"10.1177/1077546315627565","title":"An efficient methodology for simulating roll dynamics of a tank vehicle coupled with transient fluid slosh","year":2016,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Concordia University","funders":"","keywords":"Slosh dynamics; Mechanics; Transient (computer programming); Boundary value problem; Computational fluid dynamics; Laplace transform; Control theory (sociology); Engineering; Velocity potential; Coordinate system; Physics; Computer science; Mathematics; Geometry; Mathematical analysis","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":[0.0002546176,0.00007237421,0.0001988904,0.0001032992,0.00004351403,0.00001709799,0.00004096722,0.00004081148,0.00001726563],"category_scores_gemma":[0.00004917226,0.00004695599,0.00005649556,0.00005564238,0.00002144067,0.0001738218,0.000001405771,0.00004975878,1.569811e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004109878,"about_ca_system_score_gemma":0.00002174234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001935555,"about_ca_topic_score_gemma":0.00002300607,"domain_scores_codex":[0.999352,0.00003968094,0.000376171,0.00005788728,0.00008644767,0.00008776705],"domain_scores_gemma":[0.9991399,0.000379802,0.0001266895,0.00006881653,0.0002313334,0.00005342996],"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":[0.0002422607,0.00003442777,0.0001177788,0.00001090027,0.00005566034,4.441104e-7,0.0001244024,0.7629899,0.2321977,0.001538058,0.000003338446,0.002685105],"study_design_scores_gemma":[0.002909664,0.0005874983,0.001248235,0.00003776385,0.00005690697,0.00001176068,0.0000953631,0.993862,0.000978058,0.0001204666,0.0000312264,0.00006107741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4129709,0.00003336357,0.5865929,0.0001995798,0.00006891591,0.00009045013,0.00001490328,0.000007825161,0.00002120748],"genre_scores_gemma":[0.9895985,0.00001043932,0.01028519,0.00003338391,0.00004692942,0.000004063436,0.000002189385,0.00001214936,0.000007212345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5766275,"threshold_uncertainty_score":0.1914809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117768391439809,"score_gpt":0.256470039491619,"score_spread":0.2446932003476381,"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."}}