{"id":"W2047124445","doi":"10.1115/1.1992509","title":"Express Model for Load Sharing and Stress Analysis in Helical Gears","year":2004,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; École de Technologie Supérieure","funders":"","keywords":"Finite element method; Fillet (mechanics); Structural engineering; Contact analysis; Stiffness; Engineering; Contact mechanics; Mechanical engineering; Discretization; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675182,0.0003971754,0.0005337819,0.0003617455,0.0003117964,0.0005907079,0.0008343911,0.000725493,0.003957301],"category_scores_gemma":[0.0004537252,0.0003244621,0.00057688,0.0002577699,0.0003984331,0.0005864288,0.0004091872,0.0003732297,0.001571987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922425,"about_ca_system_score_gemma":0.0004609487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468096,"about_ca_topic_score_gemma":0.001115224,"domain_scores_codex":[0.9998655,0.00001936794,0.000006852742,0.00001948023,0.00007576492,0.00001301458],"domain_scores_gemma":[0.9998817,0.00003845861,0.00002065329,0.00002482312,0.00002755956,0.00000676374],"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":[0.00007723706,0.00004256821,0.0007901856,0.00006344858,0.00001253066,0.0002278101,0.0001693357,0.9019327,0.02318594,0.04537213,0.001408654,0.02671758],"study_design_scores_gemma":[0.000005752313,0.00003399571,0.000177881,0.000004387319,0.000004827299,0.0000776369,0.00001199832,0.9899041,0.001966295,0.003845744,0.003961147,0.000006265228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04350624,0.000122907,0.9423679,0.00006480783,0.00002880131,0.0000481116,0.0003065511,0.001115943,0.01243876],"genre_scores_gemma":[0.8193691,0.0005093911,0.1352324,0.0001031738,0.00005125749,0.0005019555,0.0006724014,0.0004872349,0.04307296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003957301,"threshold_uncertainty_score":0.01323849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614166240048726,"score_gpt":0.2434155372717905,"score_spread":0.2172738748713033,"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."}}