{"id":"W7054999474","doi":"","title":"Characterization of machining-induced residual stresses in titanium-based alloys","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Residual stress; Surface integrity; Ultimate tensile strength; Aerospace; Surface (topology); Gas compressor; Characterization (materials science); Compressive strength","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003764872,0.000511472,0.0006146287,0.0003425378,0.000154175,0.0000456155,0.0004528053,0.0006144081,0.0002352785],"category_scores_gemma":[0.000257369,0.0005453238,0.0001221966,0.0004803691,0.0000271234,0.0003190807,0.00004156999,0.0009460633,0.00009373842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093761,"about_ca_system_score_gemma":0.00006070132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002166255,"about_ca_topic_score_gemma":0.001109379,"domain_scores_codex":[0.9974775,0.0001109966,0.0009053667,0.0005193245,0.0005396971,0.0004471604],"domain_scores_gemma":[0.9986109,0.00009325652,0.0002416463,0.0005644831,0.0002836773,0.0002060019],"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":[0.0001203354,0.0001716486,0.00002559634,0.0008649984,0.0000663333,0.00001172461,0.00001230704,0.001395914,0.9402748,0.01167187,0.000006918053,0.04537755],"study_design_scores_gemma":[0.001993114,0.0004072755,0.006091022,0.001287995,0.0002518055,0.000004184781,0.0002857384,0.005597662,0.9476269,0.004066715,0.03030271,0.002084917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504861,0.0001019535,7.701404e-7,0.00001321517,0.0004288052,0.0005631457,0.0009943078,0.000271597,0.04714015],"genre_scores_gemma":[0.9951707,0.00007870544,0.0003488072,0.00004004396,0.00004669544,0.0001833645,0.002946316,0.0001825403,0.00100286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04613729,"threshold_uncertainty_score":0.9996998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023748666272458,"score_gpt":0.2339887175205951,"score_spread":0.2137512308578705,"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."}}