{"id":"W4362731886","doi":"10.2172/1968686","title":"Collaborative Study on Weldability of Irradiated Stainless Steel 304 Materials Removed from The NRU Reactor","year":2023,"lang":"en","type":"report","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Oak Ridge National Laboratory; UT-Battelle; Office of Nuclear Energy; Battelle; Division of Materials Research; U.S. Department of Energy","keywords":"Weldability; Welding; Materials science; Irradiation; Metallurgy; Helium; Cracking; Grain boundary; Explosion welding; Composite material; Nuclear engineering; Microstructure; Arc welding; Chemistry; Engineering; Nuclear physics; Filler metal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009765495,0.0003058518,0.0005870138,0.0008489827,0.0006889586,0.000299292,0.0004790152,0.000574853,0.001499685],"category_scores_gemma":[0.001127331,0.0001818426,0.0005172441,0.0007141954,0.0002974884,0.000293167,0.0003913639,0.0002827669,0.0003619715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128552,"about_ca_system_score_gemma":0.0002977903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191447,"about_ca_topic_score_gemma":0.005451371,"domain_scores_codex":[0.9990139,0.0001340634,0.0000773752,0.0002068949,0.0004952261,0.00007253604],"domain_scores_gemma":[0.9991459,0.0001410403,0.0001265054,0.0001101756,0.0004240916,0.00005231323],"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":[0.000380167,0.00007005994,0.002929743,0.0001017854,0.00003398757,0.0001227627,0.0002872282,0.0006035666,0.9915113,0.00005203315,0.00004848104,0.003858874],"study_design_scores_gemma":[0.00001349689,0.002485375,0.0231631,0.000007377287,0.00007263408,0.0002027147,0.0002316713,0.0004410607,0.9720499,0.00001723388,0.001300351,0.0000151643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981535,0.0001715056,0.0005898111,0.000005252106,0.000004225767,0.00001856643,0.0001342286,0.00000901885,0.0009138786],"genre_scores_gemma":[0.9953048,0.0001849427,0.001349647,0.000008984374,0.000003389725,0.00002162816,0.0003774767,0.00001977951,0.002729238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003191447,"threshold_uncertainty_score":0.006345749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06285421900260008,"score_gpt":0.3257909504390978,"score_spread":0.2629367314364978,"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."}}