{"id":"W4229702938","doi":"10.1007/s11661-008-9677-0","title":"Strain-Controlled Low-Cycle Fatigue Properties of a Newly Developed Extruded Magnesium Alloy","year":2008,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada; Toronto Metropolitan University","funders":"","keywords":"Materials science; Cyclic stress; Strain hardening exponent; Metallurgy; Composite material; Ultimate tensile strength; Hardening (computing); Crystal twinning; Magnesium alloy; Alloy; Microstructure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003591854,0.0002721512,0.0007510445,0.00007436563,0.0004156014,0.0001145231,0.0002393843,0.000125316,0.005976245],"category_scores_gemma":[0.000023862,0.0001981574,0.0001332699,0.0001688927,0.0004161604,0.0002866109,0.00002844844,0.00007706532,0.00005982698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495025,"about_ca_system_score_gemma":0.0001064056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005710501,"about_ca_topic_score_gemma":0.0000726553,"domain_scores_codex":[0.9979406,0.0001520225,0.0008118567,0.0004394808,0.0002855388,0.000370493],"domain_scores_gemma":[0.9991921,0.00003615985,0.0001802612,0.000282835,0.0001443933,0.0001643053],"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":[0.0004527506,0.0002666415,6.460194e-7,0.0001832487,0.00002408102,0.000009874288,0.0003175322,0.0002374272,0.9977694,0.0004474202,0.000008558441,0.0002824353],"study_design_scores_gemma":[0.005956468,0.000216404,0.0007854428,0.00006636827,0.0002387863,0.000282681,0.0003255824,0.0009360323,0.9878712,0.0002190894,0.002458799,0.0006431963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785044,0.0002751737,0.0190867,0.0004586034,0.0002189463,0.0008169745,0.0001019985,0.0001279211,0.0004093085],"genre_scores_gemma":[0.9924628,0.0001833779,0.004032564,0.00007524255,0.0000606255,0.0004901413,0.000009752406,0.00002835876,0.002657111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01505414,"threshold_uncertainty_score":0.9949324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633902836114962,"score_gpt":0.2269398164839821,"score_spread":0.1906007881228325,"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."}}