{"id":"W2948294766","doi":"10.1111/ffe.13035","title":"Low‐cycle fatigue behavior of a newly developed cast aluminum alloy for automotive applications","year":2019,"lang":"en","type":"article","venue":"Fatigue & Fracture of Engineering Materials & Structures","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Materials science; Alloy; Microstructure; Ultimate tensile strength; Eutectic system; Elongation; Fatigue limit; Metallurgy; Composite material; Hardening (computing); Aluminium","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008324879,0.0002260151,0.0001616739,0.0003977271,0.0001618775,0.0001532352,0.0004386808,0.0002286455,0.0009344282],"category_scores_gemma":[0.0001482121,0.0001173843,0.0001673028,0.0001705038,0.00009759453,0.0001276555,0.00009444758,0.0001605178,0.0002933491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659226,"about_ca_system_score_gemma":0.0002048641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980512,"about_ca_topic_score_gemma":0.007215668,"domain_scores_codex":[0.9999185,0.000003588629,0.000003195219,0.00001138184,0.00005243543,0.00001090295],"domain_scores_gemma":[0.9998585,0.000007576949,0.00002556906,0.00001098682,0.00007518224,0.00002211235],"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":[0.00007333894,0.00002050674,0.0004378343,0.00006703492,0.000004397366,0.00006068675,0.0000132934,0.0003669557,0.9955965,0.00003562507,0.00006918493,0.003254712],"study_design_scores_gemma":[0.0000284409,0.001202933,0.01697838,0.00001197596,0.00003548745,0.0002506883,0.00003174413,0.01030493,0.9653769,0.00002723126,0.005735582,0.00001576767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950295,0.0007456553,0.0019437,0.00002537664,0.00003214597,0.00001588731,0.000134459,0.000105432,0.001967869],"genre_scores_gemma":[0.9944023,0.0001551577,0.001866396,0.00001094798,0.000006212181,0.000007922242,0.0001583438,0.0000127103,0.00338011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001980512,"threshold_uncertainty_score":0.0039379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138112844430657,"score_gpt":0.2355462983103174,"score_spread":0.2241651698660108,"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."}}