{"id":"W2344550642","doi":"10.1016/j.mechmat.2016.04.007","title":"Fatigue damage and life evaluation of SS304 and Al 7050-T7541 alloys under various multiaxial strain paths by means of energy-based Fatigue damage models","year":2016,"lang":"en","type":"article","venue":"Mechanics of Materials","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Structural engineering; Strain (injury); Cycle count; Strain energy; Shear (geology); Strain energy density function; Energy spectrum; Hysteresis; Stress (linguistics); Composite material; Finite element method; Physics; Mathematics; Engineering; Condensed matter physics","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":[0.0002918174,0.0003678357,0.0003712907,0.0008214955,0.0002489373,0.0001593924,0.00038017,0.0006371858,0.001089207],"category_scores_gemma":[0.0003532314,0.0002179017,0.0004002101,0.0003983528,0.0001845319,0.0003328222,0.0001497567,0.0001338114,0.0001843293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215009,"about_ca_system_score_gemma":0.0002745743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003382651,"about_ca_topic_score_gemma":0.007660417,"domain_scores_codex":[0.999868,0.00001268602,0.00001130812,0.00001736108,0.00006766186,0.00002283948],"domain_scores_gemma":[0.999732,0.00005216278,0.00005120691,0.00002451958,0.0001237918,0.00001628743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009549354,0.0001860831,0.01187111,0.0002783884,0.00007410293,0.0003695365,0.0002779468,0.3104904,0.6357139,0.0008906079,0.000560167,0.03833284],"study_design_scores_gemma":[0.00002038829,0.001262894,0.04716881,0.00001763144,0.00007750905,0.0002753081,0.0001256195,0.8217001,0.128088,0.0003989727,0.0008202119,0.00004465763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954647,0.0002894864,0.003383389,0.00001404623,0.000004970416,0.000008807773,0.000151868,0.00004179226,0.0006409534],"genre_scores_gemma":[0.9988024,0.00006408112,0.0006115255,0.000002546455,9.229863e-7,0.000007411938,0.00007845552,0.000005034336,0.0004275449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003382651,"threshold_uncertainty_score":0.006725907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481159376609948,"score_gpt":0.2471895066252982,"score_spread":0.2123779128591987,"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."}}