{"id":"W16129993","doi":"","title":"FEM calculation of frequencies variation caused by residual stress distribution in welded structures","year":2007,"lang":"en","type":"article","venue":"international conference on Modelling and simulation","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Residual stress; Welding; Finite element method; Stress (linguistics); Structural engineering; Residual; Materials science; Computer science; Engineering; Composite material; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231225,0.0002111484,0.0001566092,0.0003882226,0.0001358436,0.0001513818,0.0002178059,0.0002900555,0.001708238],"category_scores_gemma":[0.0005951727,0.000173889,0.0002124765,0.0002302735,0.0001391937,0.0002131038,0.00009923625,0.0001714566,0.0003393217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152517,"about_ca_system_score_gemma":0.0001869557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200234,"about_ca_topic_score_gemma":0.001050407,"domain_scores_codex":[0.9999127,0.00001156941,0.000003299986,0.0000115885,0.0000491186,0.00001161519],"domain_scores_gemma":[0.9997755,0.0001149214,0.00001783614,0.00002466023,0.00005862283,0.000008435753],"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":[0.0002030569,0.00006742692,0.007062596,0.0002934849,0.00004760837,0.000406835,0.0004983546,0.6265671,0.196578,0.007848552,0.002107982,0.1583189],"study_design_scores_gemma":[0.000005508388,0.00007870535,0.007000316,0.00001502305,0.0000133573,0.0001706048,0.00005294191,0.9611791,0.02709818,0.001256285,0.003117147,0.00001285314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4406418,0.0003370791,0.5441992,0.00007904394,0.00004859999,0.00003137468,0.0002497567,0.001553344,0.01285983],"genre_scores_gemma":[0.962311,0.0001262403,0.03471622,0.000008895604,0.000006341658,0.00002326055,0.0001127597,0.00006707724,0.002628425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001708238,"threshold_uncertainty_score":0.005714655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546461187265965,"score_gpt":0.2871711655003178,"score_spread":0.2517065536276581,"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."}}