{"id":"W2285674373","doi":"10.1115/detc2015-47915","title":"Fatigue Life Analysis of an Automotive Tensioner Through Strain-Life Approach","year":2015,"lang":"en","type":"article","venue":"","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vibration fatigue; Pulley; Structural engineering; Finite element method; Stress (linguistics); Crankshaft; Vibration; Tension (geology); Computer science; Mechanical engineering; Engineering; Materials science; Compression (physics); Composite material; Acoustics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000253988,0.0001178925,0.0002958053,0.0002144552,0.0000211425,0.00002275056,0.0001616333,0.00009202143,0.0001545628],"category_scores_gemma":[0.0003589327,0.00009604908,0.00008434791,0.001106892,0.0000252491,0.000177757,0.00002846952,0.0001521073,0.00001182442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002478905,"about_ca_system_score_gemma":0.00005448641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006422065,"about_ca_topic_score_gemma":0.000006616488,"domain_scores_codex":[0.999006,0.00003700887,0.0002524796,0.0001698078,0.000329603,0.0002051544],"domain_scores_gemma":[0.9990688,0.00004624178,0.00001555672,0.0003396615,0.0001764542,0.0003532904],"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":[0.000003379672,0.00006053125,0.00001091391,0.00002019615,0.0004585214,7.674528e-7,0.0003542799,0.9914851,0.0008715356,0.0054802,0.0008804169,0.0003741095],"study_design_scores_gemma":[0.0001840738,0.0000470678,0.0003249166,0.00000277476,0.00009425396,3.863391e-7,0.000569132,0.9972919,0.00112741,0.00008242085,0.0001565137,0.0001191159],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05116163,0.00006475567,0.9318379,0.00005950467,0.00006276958,0.0001154685,0.00003515317,0.0003836653,0.01627917],"genre_scores_gemma":[0.9612066,0.000006033009,0.03841336,0.00005116491,0.00003812406,0.0000133355,0.00009349049,0.0000209042,0.0001570128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9100449,"threshold_uncertainty_score":0.3916768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219386437446269,"score_gpt":0.318718750849928,"score_spread":0.1967801071053011,"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."}}