{"id":"W2346178101","doi":"","title":"A residual stress study in similar and dissimilar welds","year":2016,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Residual stress; Materials science; Welding; Martensite; Ultimate tensile strength; Weld line; Composite material; Base metal; Neutron diffraction; Optical microscope; Metallurgy; Stress (linguistics); Diffraction; Microstructure; Scanning electron microscope; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008114998,0.0001705513,0.0002223025,0.0003581218,0.0001172355,0.00007378394,0.0003327782,0.0001159635,0.00007080788],"category_scores_gemma":[0.0002307866,0.0001183002,0.00002399374,0.0003759554,0.0001601531,0.000177221,0.0002419727,0.0003973066,0.00001916222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125887,"about_ca_system_score_gemma":0.00002666431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760925,"about_ca_topic_score_gemma":0.0004658079,"domain_scores_codex":[0.9980774,0.0001821709,0.0002489792,0.0003436827,0.0005722041,0.0005755842],"domain_scores_gemma":[0.9990495,0.0003249345,0.0000131426,0.000391389,0.00006886403,0.0001521846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005187055,0.001807421,0.5619861,0.0008413696,0.0002411284,0.00332061,0.01302408,0.000850881,0.01325639,0.0006823028,0.2578707,0.1456003],"study_design_scores_gemma":[0.007911502,0.003819811,0.6462979,0.00345571,0.00004523553,0.00005874323,0.02324441,0.0009771377,0.1967238,0.01343933,0.1011338,0.00289267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995454,0.001047862,0.0001434501,0.000958002,0.00006186977,0.0005301747,0.00002985298,0.000295002,0.001479832],"genre_scores_gemma":[0.9979827,0.001172964,0.0002090842,0.000004935455,0.0001194089,0.0001633992,0.000002138501,0.00005083003,0.0002944708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834674,"threshold_uncertainty_score":0.482414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164450306827687,"score_gpt":0.372398937976945,"score_spread":0.2559539072941762,"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."}}