{"id":"W2332823670","doi":"10.1557/proc-1027-d03-05","title":"In-Situ Neutron Diffraction Study of Gas Tungsten Arc Welding of a 1018 Plain Carbon Steel","year":2007,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Materials science; Gas tungsten arc welding; Welding; Neutron diffraction; Tungsten; Metallurgy; Carbon arc welding; Diffraction; Arc welding; Optics","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":[0.0001497037,0.000177243,0.0003667136,0.0002921835,0.0004809689,0.0002168885,0.0003983779,0.000485834,0.001566523],"category_scores_gemma":[0.000300392,0.0001613183,0.0001784705,0.0003984685,0.000362847,0.000253633,0.0001424626,0.0002806037,0.0001562861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301649,"about_ca_system_score_gemma":0.0002098999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005135512,"about_ca_topic_score_gemma":0.006141561,"domain_scores_codex":[0.9998754,0.00001286993,0.000006899152,0.0000256207,0.00005626214,0.00002290981],"domain_scores_gemma":[0.9997879,0.00005931098,0.0000323034,0.00002137128,0.00007812364,0.00002116043],"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":[0.0006329663,0.00003395798,0.001895245,0.0000713285,0.00001142479,0.0003219776,0.0001351353,0.0007266119,0.9944949,0.0001351686,0.0001051333,0.001436242],"study_design_scores_gemma":[0.00003430458,0.0003924287,0.05959779,0.000013749,0.00004027825,0.0008889635,0.0004998913,0.005129623,0.9309483,0.0001003411,0.002332206,0.00002211904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968908,0.0002057582,0.0005562301,0.0000413216,0.000008827375,0.000004389507,0.000115708,0.00001797801,0.002159093],"genre_scores_gemma":[0.9982234,0.00006993714,0.0004214824,0.000008508639,0.000002940913,0.000002315727,0.0001299953,0.000007046022,0.001134355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005135512,"threshold_uncertainty_score":0.01021123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007590911577013,"score_gpt":0.2373702333950904,"score_spread":0.2272943242793203,"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."}}