{"id":"W4415321484","doi":"10.1016/j.ymssp.2025.113523","title":"Seismic performance evaluation of isolated liquid storage tanks with passive variable damping and stiffness devices","year":2025,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Slosh dynamics; Dissipation; Base isolation; Stiffness; Displacement (psychology); Resilience (materials science); Residual; Vibration; Vibration control","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":[0.0002773739,0.0001071639,0.0001819487,0.00008709769,0.0001562295,0.00008578639,0.0000410715,0.0000721023,0.00000606245],"category_scores_gemma":[0.00001002183,0.00008868979,0.000009676666,0.0002339911,0.00001758487,0.0003053577,0.00001855117,0.0001160045,2.388933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005565407,"about_ca_system_score_gemma":0.00005601524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004101893,"about_ca_topic_score_gemma":0.000006183391,"domain_scores_codex":[0.9992954,0.00003410995,0.0002508453,0.0001481326,0.0001548489,0.0001167297],"domain_scores_gemma":[0.9995601,0.00004211308,0.00006023803,0.00006470149,0.00023943,0.00003348454],"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":[0.00005182278,0.00001618298,0.00009678024,0.0009940439,0.0000536995,3.357908e-7,0.0001211827,0.9657627,0.01991051,0.0007416792,0.000003693179,0.01224735],"study_design_scores_gemma":[0.0003258761,0.00007575738,0.0003402985,0.001344408,0.0000782121,0.000007289686,0.0001768389,0.9971108,0.0003296925,0.00004673562,0.00006190427,0.0001021263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6655027,0.000857097,0.33309,0.000007778956,0.00008096163,0.0001538431,0.000002743842,0.00003747773,0.0002673983],"genre_scores_gemma":[0.9996993,0.00001481758,0.0001821143,0.000007786627,0.00001941873,0.0000265312,0.000004505954,0.00001123779,0.00003427253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3341966,"threshold_uncertainty_score":0.3616665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041419623415041,"score_gpt":0.2359884504682484,"score_spread":0.225574254234098,"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."}}