{"id":"W2911676643","doi":"10.1007/978-3-030-05789-3_52","title":"Effect of Split Sleeve Cold Expansion on the Residual Stress, Texture and Fatigue Life of Rolled AZ31B Magnesium Alloy","year":2019,"lang":"en","type":"book-chapter","venue":"˜The œminerals, metals & materials series","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Residual stress; Metallurgy; Alloy; Magnesium alloy; Texture (cosmology); Magnesium; Hardening (computing); 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":[0.0001899551,0.0001779698,0.0003591812,0.0002159437,0.000260694,0.000309644,0.000288423,0.0003764885,0.002903318],"category_scores_gemma":[0.0004053129,0.0001648028,0.0002249749,0.0002965217,0.0003418227,0.0003013768,0.0002119567,0.0002526281,0.0003996647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003466237,"about_ca_system_score_gemma":0.0001816691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001988509,"about_ca_topic_score_gemma":0.004306982,"domain_scores_codex":[0.9998314,0.00001666068,0.000009155366,0.00003214873,0.00006751713,0.00004306721],"domain_scores_gemma":[0.9996717,0.0001183802,0.00005643304,0.00003266336,0.00008269299,0.00003807171],"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":[0.001977856,0.00005724671,0.00172839,0.00009710997,0.00002085509,0.0001780018,0.0001283127,0.00166376,0.9849844,0.0000683254,0.0001679371,0.008927767],"study_design_scores_gemma":[0.00002910254,0.001980759,0.04405253,0.00001506765,0.00005027341,0.0001451324,0.0001794773,0.005068357,0.9472471,0.00003478445,0.001168437,0.00002903008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998238,0.0007156117,0.00015888,0.00001707552,0.000009076536,0.000002927683,0.00008952405,0.00002020171,0.0007488758],"genre_scores_gemma":[0.9987391,0.0001124417,0.0001155391,0.00001000958,0.000003981734,0.000002071457,0.00009048956,0.00001221471,0.0009143354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002903318,"threshold_uncertainty_score":0.009712577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710699848660493,"score_gpt":0.2278854391648314,"score_spread":0.2107784406782264,"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."}}