{"id":"W4397043787","doi":"10.1016/j.compfluid.2024.106283","title":"A finite element framework for fluid–structure interaction of turbulent cavitating flows with flexible structures","year":2024,"lang":"en","type":"article","venue":"Computers & Fluids","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Fluid–structure interaction; Cavitation; Turbulence; Finite element method; Mechanics; Classical mechanics; Physics; Thermodynamics","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":[0.00004838929,0.000212057,0.000202466,0.0002334494,0.00008230257,0.0001306057,0.0001296983,0.00008789882,0.00008001364],"category_scores_gemma":[0.00001819882,0.0001854359,0.0001071949,0.0002788421,0.00002226614,0.0002327651,0.00002578879,0.0002416581,0.000003942052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354609,"about_ca_system_score_gemma":0.0000266522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001050108,"about_ca_topic_score_gemma":0.000006589657,"domain_scores_codex":[0.9990515,0.00001261009,0.0003369404,0.0002338589,0.0001437248,0.0002213804],"domain_scores_gemma":[0.999226,0.0003629564,0.00002674312,0.0002337316,0.00009547818,0.00005502881],"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":[0.00002309598,0.00001041435,0.00002106222,0.000274946,0.0001819785,0.000002774784,0.0008480365,0.9633564,0.00930678,0.01627793,0.00196513,0.007731508],"study_design_scores_gemma":[0.000173275,0.0001614644,0.00008160617,0.0004274847,0.00004885252,0.0000183406,0.00009566511,0.9842864,0.003481207,0.004317728,0.006711198,0.0001968106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1009283,0.0004759286,0.8958792,0.00008825171,0.001847993,0.0002909388,0.00008066723,0.0003095858,0.00009913896],"genre_scores_gemma":[0.8074634,0.00001680231,0.1920353,0.00004686601,0.0002287262,0.00002793277,0.00010241,0.00004952882,0.00002908079],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7065351,"threshold_uncertainty_score":0.7561857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067260847001001,"score_gpt":0.2630186266348538,"score_spread":0.2523460181648438,"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."}}