{"id":"W4381050084","doi":"10.1007/s11340-023-00963-w","title":"Simulation of Infinite Boundaries for Axisymmetric Finite Element Models","year":2023,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Superposition principle; Finite element method; Isotropy; Rotational symmetry; Boundary value problem; Stress (linguistics); Mechanics; Solid mechanics; Plane stress; Stiffness; Boundary (topology); Geometry; Materials science; Structural engineering; Mathematical analysis; Mathematics; Physics; Engineering","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":[0.00008827759,0.0001089467,0.0001318405,0.0001699467,0.00008235348,0.00003631643,0.00009528135,0.00006355644,0.00001900888],"category_scores_gemma":[0.00003108351,0.0001088746,0.00005942506,0.0003396524,0.00001214304,0.00009418691,0.00005073889,0.0000423049,0.000005229181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004408458,"about_ca_system_score_gemma":0.000009242695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000670268,"about_ca_topic_score_gemma":9.33529e-7,"domain_scores_codex":[0.9993626,0.000006029206,0.0002059968,0.0001044631,0.0001431616,0.0001777111],"domain_scores_gemma":[0.9996515,0.0001305703,0.00003364041,0.0001237861,0.00002928213,0.00003120461],"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":[0.0000112926,0.00001984224,0.000001095317,0.0000570103,0.00002190098,5.874591e-7,0.000330973,0.9776092,0.00919784,0.01139958,0.0006209986,0.0007297154],"study_design_scores_gemma":[0.0001300734,0.00009395169,5.954834e-7,0.00001604902,0.000003759474,8.700652e-8,0.0001447265,0.6131216,0.3768399,0.006468847,0.003101903,0.00007847734],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07736856,0.001164247,0.9180746,0.00002129954,0.0007302453,0.0006764723,0.0001225376,0.001203378,0.0006386284],"genre_scores_gemma":[0.9949644,0.00006162124,0.004719214,0.00001092341,0.0000421913,0.00009124683,0.00004509071,0.0000326271,0.0000327152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9175958,"threshold_uncertainty_score":0.4439776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925785476218401,"score_gpt":0.2941994742500851,"score_spread":0.2549416194879011,"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."}}