{"id":"W2086109573","doi":"10.4271/2011-01-0196","title":"The Effect of Welding Dimensional Variability on the Fatigue Life of Gas Metal Arc Welded Joints","year":2011,"lang":"en","type":"article","venue":"SAE International Journal of Materials and Manufacturing","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Welding; Materials science; Arc (geometry); Metallurgy; Gas metal arc welding; Arc welding; Composite material; Structural engineering; Engineering; Mechanical engineering","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":[0.0003293988,0.0001550221,0.0001689399,0.0003274831,0.0001487956,0.0002970202,0.0002729891,0.0003050344,0.0007214868],"category_scores_gemma":[0.001713551,0.0001794027,0.000214012,0.0002990918,0.0001741734,0.0002810064,0.0001546141,0.000203273,0.0001777178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361486,"about_ca_system_score_gemma":0.0000774018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009446682,"about_ca_topic_score_gemma":0.001077278,"domain_scores_codex":[0.9997576,0.00002808501,0.00002283785,0.00006431642,0.00008988841,0.00003726313],"domain_scores_gemma":[0.9981438,0.0008577454,0.0003492612,0.0002213216,0.000361748,0.00006623268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001502936,0.0001469195,0.05964937,0.0001582861,0.0001080374,0.0005123082,0.000398214,0.0550932,0.8347467,0.0001724517,0.0004818679,0.04702978],"study_design_scores_gemma":[0.00002263815,0.002340358,0.4068343,0.00001847465,0.0001284306,0.0007588522,0.0003082337,0.08506908,0.5026185,0.0001410763,0.001659694,0.0001003609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980094,0.0003062725,0.001025083,0.000009715292,0.000005355871,0.000003131079,0.0001397071,0.00004197568,0.0004594683],"genre_scores_gemma":[0.9995838,0.00003830741,0.0001419108,0.000003592104,0.000001488232,0.000002706492,0.00007860501,0.000007418571,0.000142148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009446682,"threshold_uncertainty_score":0.00241363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173227635508904,"score_gpt":0.2225013749254415,"score_spread":0.2051786113745511,"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."}}