{"id":"W7115060856","doi":"10.23977/jeeem.2025.080120","title":"Bidirectional Fluid-Structure Coupling Simulation Analysis of the Tank Body of A Liquid Tanker under Emergency Braking and Sharp Turning Conditions","year":2025,"lang":"","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Finite element method; Coupling (piping); Computer simulation; Limit (mathematics); Storage tank","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002292975,0.0002687814,0.0006104155,0.00257633,0.0001817194,0.0000244436,0.000210386,0.0002553688,0.00004783411],"category_scores_gemma":[0.0001782922,0.0002455997,0.0002796175,0.003663762,0.00006856003,0.0001577413,0.0001005763,0.0008281062,7.77906e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232361,"about_ca_system_score_gemma":0.00004448795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008891153,"about_ca_topic_score_gemma":0.000006001786,"domain_scores_codex":[0.9980621,0.00002550831,0.001113742,0.0002301613,0.0002440179,0.0003245053],"domain_scores_gemma":[0.9988006,0.0002189038,0.0004133495,0.0002358498,0.000280887,0.00005040411],"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":[0.00004414008,0.00005170966,0.0003202024,0.0001634405,0.004178565,0.000001865263,0.00002335262,0.8423336,0.1194697,0.03308626,0.00002720003,0.0002998949],"study_design_scores_gemma":[0.000390335,0.0002224029,0.01084421,0.0002160838,0.002619409,0.00001801244,0.00002582214,0.9798973,0.00457007,0.0006440944,0.0003814085,0.0001708896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6700972,0.004107768,0.3247285,0.0003203358,0.000403644,0.0002303005,0.00001593692,0.00003725608,0.00005909475],"genre_scores_gemma":[0.9962131,0.002696069,0.0009264398,0.00001427345,0.00003256499,0.000006262974,0.000003758888,0.00002227484,0.00008527077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3261159,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003440138790902794,"score_gpt":0.2364412464781645,"score_spread":0.2330011076872617,"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."}}