{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005981479,0.0001044254,0.000355636,0.0002571641,0.00002277419,0.00004912221,0.0001743229,0.00009270445,0.000004043899],"category_scores_gemma":[0.0000663613,0.00009288867,0.0002042191,0.000284639,0.000008506429,0.00009702714,0.00002973877,0.0002111757,6.550651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215108,"about_ca_system_score_gemma":0.00002713034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045867,"about_ca_topic_score_gemma":0.00004412719,"domain_scores_codex":[0.9990638,0.00001388057,0.0003877305,0.0001242178,0.0002215431,0.0001887808],"domain_scores_gemma":[0.999575,0.00005831479,0.00006046769,0.0001136885,0.00007605696,0.0001164432],"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":[0.0000348606,0.00003700492,0.0001189705,0.00001990673,0.0002625274,0.00001357898,0.00007975195,0.9920104,0.006424289,0.0005795776,0.000005717617,0.000413455],"study_design_scores_gemma":[0.0006366412,0.00005380005,0.0001814128,0.00004098888,0.000326651,0.000006850242,0.00002115966,0.9881726,0.001241816,0.00921523,0.000002303907,0.0001005815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.219401,0.000115918,0.7803419,0.00003990382,0.00002780264,0.00004999628,0.00000430491,0.00001062959,0.00000860227],"genre_scores_gemma":[0.9564178,0.0001198515,0.04338422,0.00001298374,0.0000314705,0.00000323674,8.268542e-7,0.00001520123,0.00001443372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7370168,"threshold_uncertainty_score":0.378789,"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."}}