{"id":"W2067441875","doi":"10.1139/p10-076","title":"Residual stress characterization of a fabrication weld from the VICTORIA-Class submarine pressure hull: revealing the Unseen Special issue on Neutron Scattering in Canada.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; Defence Research and Development Canada","funders":"","keywords":"Residual stress; Neutron diffraction; Welding; Characterization (materials science); Hull; Pressure vessel; Structural engineering; Materials science; Diffraction; Mechanical engineering; Physics; Engineering; Composite material; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034307,0.0001076004,0.0001593725,0.00002611897,0.0001464759,0.00005593631,0.000369748,0.0000230602,0.0001401537],"category_scores_gemma":[0.000006703464,0.00008007736,0.00004760427,0.0001821104,0.00004642863,0.0001037828,0.00001715574,0.0004317625,0.000002653001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006090347,"about_ca_system_score_gemma":0.001008102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6665394,"about_ca_topic_score_gemma":0.710136,"domain_scores_codex":[0.9992194,0.00004377735,0.0002903224,0.0001074642,0.0001666384,0.0001723939],"domain_scores_gemma":[0.9990181,0.00008185337,0.0003724242,0.0002730479,0.0001469642,0.0001076591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152992,0.0002990554,0.3663543,0.00005335767,0.0005777976,0.0000119196,0.008578234,0.009452622,0.286211,0.1279295,0.02443691,0.17598],"study_design_scores_gemma":[0.0006145013,0.00004451676,0.7792323,0.0001662507,0.0001273388,9.041741e-7,0.0008523722,0.0008294252,0.02637425,0.004833045,0.1866124,0.0003126625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995162,0.000004615856,0.00007044758,0.002735224,0.0006015607,0.0001539669,0.0004643796,0.000001203915,0.0008065824],"genre_scores_gemma":[0.9881407,0.000001370673,0.00001591835,0.00009801966,0.01160255,0.000004476715,0.00007232907,0.00001756675,0.00004706392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.412878,"threshold_uncertainty_score":0.3356812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005757206852391939,"score_gpt":0.192824654329685,"score_spread":0.1870674474772931,"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."}}