{"id":"W3018789628","doi":"10.1080/01694243.2020.1754638","title":"Analytical modeling of contact mechanics of helical gear tooth by considering surface roughness effects","year":2020,"lang":"en","type":"article","venue":"Journal of Adhesion Science and Technology","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Asperity (geotechnical engineering); Materials science; Mechanics; Surface roughness; Contact mechanics; Dissipation; Curvature; Surface finish; Contact area; Contact analysis; Plasticity; Structural engineering; Finite element method; Composite material; Geometry; Physics; Engineering; 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":[0.0001300989,0.0003324467,0.0003744765,0.0004430742,0.000233645,0.00046125,0.0007331329,0.0008108523,0.001126607],"category_scores_gemma":[0.0004761776,0.0002239303,0.0004862023,0.0003291756,0.0003384536,0.0005400844,0.0003040113,0.0002620044,0.0003367465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923577,"about_ca_system_score_gemma":0.000415136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004026603,"about_ca_topic_score_gemma":0.002592053,"domain_scores_codex":[0.999894,0.00001475122,0.000005548943,0.00002276601,0.00004353657,0.00001934065],"domain_scores_gemma":[0.9998758,0.00004076412,0.0000220537,0.00001725122,0.00003829843,0.000005928789],"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":[0.00001770532,0.00003027557,0.001044117,0.00006135205,0.00001308789,0.0003737295,0.00009891068,0.961015,0.01929302,0.008798826,0.0002917428,0.00896213],"study_design_scores_gemma":[7.076669e-7,0.000005906722,0.0002322465,0.000001809477,0.00000181275,0.00002918555,0.000007343971,0.9986789,0.0003587072,0.000471166,0.0002100765,0.000002265888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2170948,0.001198945,0.7569637,0.0001779578,0.00007048775,0.00009043715,0.0002382284,0.0003421451,0.02382314],"genre_scores_gemma":[0.9820092,0.0005513009,0.01097561,0.00002053289,0.00002496232,0.00006254948,0.00006070499,0.00003019421,0.006265106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004026603,"threshold_uncertainty_score":0.008006334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419243707984193,"score_gpt":0.2397405744466467,"score_spread":0.2255481373668048,"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."}}