{"id":"W2594629110","doi":"10.18280/mmep.030405","title":"Simulation Study on Stress Intensity Factors of Surface Crack of Hollow Axle","year":2016,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Mechanical stress and fatigue analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Axle; Stress intensity factor; Intensity (physics); Materials science; Structural engineering; Stress (linguistics); Surface (topology); Composite material; Engineering; Mathematics; Fracture mechanics; Geometry; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003000225,0.0004245247,0.0004551215,0.0005870901,0.0005764622,0.0003929145,0.0006978373,0.001332096,0.002742278],"category_scores_gemma":[0.00113915,0.0002745088,0.00075394,0.0004096544,0.0004435936,0.0004349617,0.0002547051,0.000419826,0.0001143213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223718,"about_ca_system_score_gemma":0.0004029242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01237947,"about_ca_topic_score_gemma":0.006725221,"domain_scores_codex":[0.9998767,0.00002884053,0.00000506074,0.00002285099,0.00003239011,0.00003412684],"domain_scores_gemma":[0.9990533,0.0005656983,0.0000686158,0.00005125939,0.0002071354,0.000054033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001485336,0.0001061349,0.005635121,0.00007901954,0.00002226883,0.0003131301,0.0001233455,0.9821967,0.005474763,0.001487014,0.0004796924,0.003934266],"study_design_scores_gemma":[0.000008635328,0.00003500601,0.001263526,0.000003081374,0.000005468638,0.00002100077,0.00003339309,0.997515,0.0008575624,0.0001573686,0.0000947573,0.00000518364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756634,0.0001506739,0.01570713,0.0001207411,0.00003446696,0.00002811808,0.0001777483,0.000109418,0.008008395],"genre_scores_gemma":[0.997767,0.00003967737,0.001244519,0.000006875005,0.000004701563,0.000009998314,0.00005467879,0.00001014156,0.0008623222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01237947,"threshold_uncertainty_score":0.02461481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409934075203736,"score_gpt":0.2296816942950685,"score_spread":0.1855823535430312,"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."}}