{"id":"W4240227783","doi":"10.1007/978-1-4614-5491-5_200379","title":"Residual Stress","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Residual stress; Materials science; Composite material","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":[0.0002590382,0.001073979,0.0005811404,0.0009102889,0.0007498315,0.001715868,0.001246341,0.0009182902,0.06276727],"category_scores_gemma":[0.0005123067,0.0003568667,0.0004719705,0.0007733764,0.00116584,0.00173112,0.001272241,0.001506466,0.02698092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025958,"about_ca_system_score_gemma":0.0007835885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009698914,"about_ca_topic_score_gemma":0.001489385,"domain_scores_codex":[0.9996222,0.00002210203,0.00001280532,0.00006988023,0.0002499295,0.00002312242],"domain_scores_gemma":[0.999851,0.00002392467,0.000009500941,0.0000304205,0.00007570785,0.000009454861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000423114,0.00005506382,0.0001352783,0.0006464786,0.00001408485,0.0001830515,0.0005369192,0.002293734,0.01982476,0.2835297,0.1279934,0.5647451],"study_design_scores_gemma":[0.000004324343,0.00004403428,0.0002588347,0.0001842586,0.00001163197,0.0004239814,0.0001045795,0.0008463973,0.006974815,0.04456233,0.9465647,0.00002014728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002843278,0.01341193,0.05956298,0.001060982,0.002249671,0.00006572429,0.000252076,0.0009277035,0.9196256],"genre_scores_gemma":[0.01988371,0.007521427,0.007106687,0.0003521432,0.0004059687,0.00004333185,0.0002691607,0.0003370291,0.9640806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06276727,"threshold_uncertainty_score":0.2099774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03365290875598959,"score_gpt":0.2324105191351048,"score_spread":0.1987576103791152,"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."}}