{"id":"W4367837392","doi":"10.1016/j.ijfatigue.2023.107704","title":"On the cyclic torsion behavior of extruded AZ61A magnesium alloy tube","year":2023,"lang":"en","type":"article","venue":"International Journal of Fatigue","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"State Key Laboratory for GeoMechanics and Deep Underground Engineering; China University of Mining and Technology; National Natural Science Foundation of China","keywords":"Torsion (gastropod); Materials science; Magnesium alloy; Bauschinger effect; Alloy; Crystal twinning; Volume fraction; Finite element method; Composite material; Magnesium; Structural engineering; Metallurgy; Microstructure; Engineering","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":[0.0001259042,0.0001627667,0.0001483895,0.0003564177,0.0001921328,0.0001448983,0.0003256696,0.0003401116,0.003486895],"category_scores_gemma":[0.0003729069,0.00008642454,0.0001671686,0.0003175166,0.0003148717,0.0001846641,0.000118027,0.0001776831,0.0003041052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863334,"about_ca_system_score_gemma":0.0001089454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519013,"about_ca_topic_score_gemma":0.002407781,"domain_scores_codex":[0.9998751,0.00001149165,0.000005999272,0.00002638376,0.00006006626,0.0000210556],"domain_scores_gemma":[0.9997502,0.0000729645,0.00004938871,0.00002187368,0.00009181311,0.00001386799],"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":[0.0005467008,0.00002392686,0.005101742,0.00008119766,0.00001045058,0.0004369681,0.00021899,0.002400196,0.9781792,0.0001953402,0.0001866258,0.01261865],"study_design_scores_gemma":[0.00001213108,0.001165136,0.1395295,0.00003787083,0.00004182184,0.0004402914,0.0004020751,0.04225889,0.8128217,0.0001342827,0.00311299,0.00004318394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980672,0.0002490191,0.0007019932,0.0000241708,0.000008935287,0.000004068858,0.0001279259,0.0000240183,0.0007927134],"genre_scores_gemma":[0.9987301,0.00006222422,0.0002501643,0.000006472692,0.000003048899,0.000002651917,0.0001076633,0.000005245206,0.0008324274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003486895,"threshold_uncertainty_score":0.01166487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716983982630369,"score_gpt":0.3059506195790603,"score_spread":0.2587807797527567,"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."}}