{"id":"W2157794741","doi":"10.1016/j.compstruc.2012.04.006","title":"Some manufactured solutions for verification of fluid-structure interaction codes","year":2012,"lang":"en","type":"article","venue":"Computers & Structures","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fluid–structure interaction; Computer science; Mathematics; Mechanical engineering; Structural engineering; Engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00128497,0.0008677871,0.0004150896,0.001170386,0.0009832494,0.0009406315,0.001875983,0.001500893,0.01190925],"category_scores_gemma":[0.004707646,0.0004798273,0.0007897599,0.0006729696,0.0007053851,0.0009474308,0.0009837319,0.000902555,0.00233425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008240858,"about_ca_system_score_gemma":0.0007368932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008870617,"about_ca_topic_score_gemma":0.0008997302,"domain_scores_codex":[0.998331,0.0004454351,0.00009304118,0.0001345778,0.0008860918,0.0001097715],"domain_scores_gemma":[0.9983609,0.0004268389,0.00008347816,0.0004987997,0.0005847057,0.00004532335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009291986,0.0002616289,0.003161064,0.001109715,0.0001730495,0.000708628,0.0007113778,0.236348,0.2112915,0.1931954,0.02170089,0.3304095],"study_design_scores_gemma":[0.0002062225,0.0005276457,0.002128253,0.0001843954,0.0000821441,0.0004026405,0.0001618594,0.6500663,0.233784,0.04226704,0.07010634,0.00008315884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04071339,0.0005541465,0.9339002,0.0004368283,0.0002637925,0.0001683325,0.0006029715,0.00455495,0.01880542],"genre_scores_gemma":[0.3664432,0.0003907067,0.6161596,0.0001545958,0.0000651768,0.000423085,0.001430363,0.001312813,0.01362055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01190925,"threshold_uncertainty_score":0.0398404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265451346192431,"score_gpt":0.2366234887107425,"score_spread":0.2239689752488182,"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."}}