{"id":"W4220935989","doi":"10.4271/2022-01-0257","title":"Evolution and Redistribution of Residual Stress in Welded Plates During Fatigue Loading","year":2022,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; PROTO Manufacturing (Canada)","funders":"","keywords":"Residual stress; Redistribution (election); Welding; Materials science; Stress (linguistics); Structural engineering; Composite material; Engineering; Political science","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":[0.0001363247,0.0001582421,0.0001466414,0.0004121739,0.000167047,0.0001717932,0.0002801092,0.0002190486,0.00137203],"category_scores_gemma":[0.0002533015,0.0001669771,0.0001139008,0.0002349261,0.0004164322,0.0001883736,0.0001011399,0.0002259397,0.0002480851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280691,"about_ca_system_score_gemma":0.00008218716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539548,"about_ca_topic_score_gemma":0.002314604,"domain_scores_codex":[0.999936,0.000005396032,0.000003457609,0.00001625633,0.00002423697,0.00001473291],"domain_scores_gemma":[0.9997497,0.00005260939,0.00005631062,0.00003144747,0.00007906347,0.00003094983],"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":[0.0002724142,0.00002303036,0.002533711,0.00003146331,0.000009053839,0.000186081,0.0002096583,0.0007614455,0.9930835,0.00003227413,0.00004556485,0.002811931],"study_design_scores_gemma":[0.0000202562,0.001160057,0.2678534,0.00001856856,0.00002734161,0.0004555938,0.0006249745,0.006703009,0.7223638,0.00006797015,0.0006672138,0.00003778572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989184,0.0001070375,0.000491479,0.000005498458,0.0000019568,0.00000329667,0.00008862923,0.00002569753,0.0003579316],"genre_scores_gemma":[0.9990126,0.00004078291,0.0002401079,0.000004410485,0.00000137035,0.000004162667,0.00009909034,0.000006913132,0.0005905866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002539548,"threshold_uncertainty_score":0.005049586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075720051865531,"score_gpt":0.2264796373446232,"score_spread":0.2157224368259679,"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."}}