{"id":"W1971905213","doi":"10.1002/cnm.526","title":"Finite element modelling of geared multi‐body system","year":2002,"lang":"en","type":"article","venue":"Communications in Numerical Methods in Engineering","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China; National Research Foundation","keywords":"Finite element method; Stiffness; Bar (unit); Non-circular gear; Vibration; Structural engineering; Mechanism (biology); Differential (mechanical device); Engineering; Gear train; Spiral bevel gear; Mechanical engineering; 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":[0.0005637136,0.0001442625,0.0003349033,0.0004036145,0.00002517944,0.00001387749,0.0005744277,0.00007946199,0.00001243292],"category_scores_gemma":[0.0001158379,0.0001669148,0.00008098798,0.0009343147,0.00002222198,0.00005783451,0.0001520818,0.0003960556,0.000005655592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854081,"about_ca_system_score_gemma":0.000002838793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006307793,"about_ca_topic_score_gemma":0.0000047612,"domain_scores_codex":[0.9988391,0.0001189199,0.0005687061,0.0001384149,0.00009840058,0.0002364024],"domain_scores_gemma":[0.9984552,0.0004756832,0.00004081196,0.0009528366,0.0000288889,0.0000465702],"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":[4.538862e-7,0.00005427379,0.0006072004,0.0001114201,0.00002500815,9.720122e-7,0.0002595442,0.9919575,0.0007960353,0.0006289704,0.000001011103,0.005557561],"study_design_scores_gemma":[0.0001764659,0.000005810556,0.0003090554,0.0001326941,0.00001354319,0.000001044095,0.00008797064,0.9986371,0.0002024944,0.00001628942,0.0002664744,0.0001510997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00170781,0.002007932,0.9952745,0.00001730192,0.00008380728,0.0001064902,0.00000341172,0.0001398218,0.0006589437],"genre_scores_gemma":[0.5138376,0.0003490749,0.4857489,0.000001133082,0.000004122516,0.00003086642,0.000002636161,0.00001930665,0.000006330874],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5121298,"threshold_uncertainty_score":0.6806588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08002338020962096,"score_gpt":0.3287798329342216,"score_spread":0.2487564527246006,"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."}}