{"id":"W3133558304","doi":"10.1016/j.matpr.2021.01.637","title":"A numerical simulation of the influence of torque on the performance of composite gears","year":2021,"lang":"en","type":"article","venue":"Materials Today Proceedings","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Pinion; Torque; Bending; Composite number; Stress (linguistics); Structural engineering; Materials science; Computer simulation; Contact mechanics; Engineering; Composite material; Mechanical engineering; Finite element method; Physics; Simulation","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":[0.0001427576,0.00006525229,0.0001668845,0.00002328201,0.00002442578,0.00001412968,0.00012959,0.00003488723,0.00003099454],"category_scores_gemma":[0.00004023771,0.00004124283,0.00004366443,0.0001994496,0.00003411198,0.00004400155,0.00003672816,0.00004491191,0.000001763772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001188,"about_ca_system_score_gemma":0.000007857538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001732908,"about_ca_topic_score_gemma":2.656835e-7,"domain_scores_codex":[0.9994628,0.000006876139,0.0002360456,0.00006817737,0.0001505737,0.0000755084],"domain_scores_gemma":[0.9996269,0.00002947844,0.00009085315,0.0001001687,0.0001424083,0.00001013531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006514209,0.000008744326,0.002962108,0.0001420598,0.00001745429,4.556226e-8,0.0001773965,0.3456779,0.6507975,0.0001910051,0.000003921087,0.00001533964],"study_design_scores_gemma":[0.00005023595,0.00002081737,0.06632511,0.0001214922,0.00002127991,6.962486e-7,0.00002061133,0.08892532,0.844421,0.00003216917,0.00001746872,0.0000438421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999621,0.000007219823,0.00001227698,0.00003975146,0.00005151301,0.00005772859,0.000006438289,0.00001195711,0.0001921006],"genre_scores_gemma":[0.9998732,0.000009747085,0.00005697447,0.00001360724,0.00001279243,0.000002822711,0.000001076471,0.000008859754,0.0000209101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2567525,"threshold_uncertainty_score":0.1681834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005844724132853255,"score_gpt":0.1959079654802467,"score_spread":0.1900632413473935,"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."}}