{"id":"W2207631251","doi":"10.1299/jsmeacmd.2010.5._64043-1_","title":"64043 Finite Element Modeling of Spot Welds for Vibration Analysis(Miscellaneous Applications)","year":2010,"lang":"en","type":"article","venue":"The Proceedings of the Asian Conference on Multibody Dynamics","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Spot welding; Finite element method; Welding; Structural engineering; Shell (structure); Vibration; Modal analysis; Polygon mesh; Sheet metal; Materials science; Engineering; Mechanical engineering; Computer science; Acoustics; Physics","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":[0.0002658191,0.0003646789,0.0003303117,0.0002953043,0.0001858371,0.0003538671,0.0006346391,0.0009268519,0.004860899],"category_scores_gemma":[0.0005168833,0.0002632825,0.0004449933,0.00024337,0.0002622318,0.0004120276,0.0002922603,0.000329218,0.001045139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615048,"about_ca_system_score_gemma":0.0003640786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818134,"about_ca_topic_score_gemma":0.001795906,"domain_scores_codex":[0.9998995,0.0000239858,0.000004594022,0.00001180287,0.00005303253,0.000007048813],"domain_scores_gemma":[0.9998804,0.00005476217,0.00001215556,0.00001859153,0.00002719189,0.000006875823],"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":[0.00003235025,0.00003245414,0.0007536396,0.0001022174,0.00001882327,0.0001102432,0.0001191788,0.9149089,0.03639624,0.008450415,0.0008524826,0.03822299],"study_design_scores_gemma":[0.000003215441,0.0000170307,0.000191354,0.000007923269,0.000003007015,0.00003337879,0.00001322103,0.9932374,0.002547669,0.0007512399,0.003190812,0.000003729998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02645116,0.000153248,0.9672259,0.00005095857,0.00003210932,0.00003175168,0.00008942944,0.0004581576,0.005507204],"genre_scores_gemma":[0.6708223,0.0004409312,0.3123458,0.00004637393,0.00002045153,0.000198328,0.0003318198,0.0002250485,0.01556894],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004860899,"threshold_uncertainty_score":0.01626134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267168707933289,"score_gpt":0.2506601639822211,"score_spread":0.2379884769028882,"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."}}