{"id":"W4403820063","doi":"10.5781/jwj.2024.42.5.7","title":"Analyzing the Influence of Welding Process Selection on Residual Stresses in Tube-to-Tubesheet Welded Joints","year":2024,"lang":"en","type":"article","venue":"Journal of Welding and Joining","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bhabha Atomic Research Centre","keywords":"Welding; Materials science; Gas tungsten arc welding; Residual stress; Electron beam welding; Electric resistance welding; Metallurgy; Heat-affected zone; Shielding gas; Composite material; Arc welding; Cathode ray","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484466,0.0002983086,0.0003122334,0.0005138556,0.0001767832,0.0003106967,0.0002786944,0.0003548441,0.0005434412],"category_scores_gemma":[0.0009591418,0.0002293444,0.0002998884,0.00048261,0.0002323982,0.000336852,0.0001409243,0.0002899681,0.0001534555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051755,"about_ca_system_score_gemma":0.0001696183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267581,"about_ca_topic_score_gemma":0.001718544,"domain_scores_codex":[0.9996636,0.00002524129,0.00002243654,0.0000901508,0.0001472343,0.00005131222],"domain_scores_gemma":[0.9990429,0.0002942475,0.0002617908,0.00006524633,0.0002833453,0.00005250355],"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":[0.0005049777,0.0001205928,0.01033335,0.0001627265,0.00004081655,0.0001486168,0.000095697,0.01363306,0.9631954,0.00005380226,0.0001180934,0.01159293],"study_design_scores_gemma":[0.00001299714,0.001591726,0.08072457,0.00001386016,0.00009569503,0.0001154081,0.000140167,0.05680165,0.8597131,0.00005212245,0.0006930744,0.00004556036],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971473,0.0005196423,0.001939186,0.00001012917,0.00001103185,0.000007853932,0.00009603894,0.00006266238,0.0002061604],"genre_scores_gemma":[0.9986975,0.0001797256,0.0007662424,0.000004657971,0.000002849795,0.000008181334,0.000115307,0.00001710611,0.0002085127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001267581,"threshold_uncertainty_score":0.002520323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058056401494781,"score_gpt":0.2673087033289954,"score_spread":0.2567281393140475,"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."}}