{"id":"W3165300429","doi":"10.48336/8gh3-g597","title":"Nonlinear random vibration of planetary gear trains with elastic ring gear","year":2022,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Nonlinear system; Backlash; Gear train; Turbine; Vibration; Control theory (sociology); Engineering; Parametric statistics; Wind power; Random vibration; Structural engineering; Computer science; Mechanical engineering; Mathematics; Physics; Acoustics; Artificial intelligence","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":[0.0002547719,0.0003484878,0.0002146361,0.0001856285,0.0001561352,0.0002602036,0.0003123563,0.0002944286,0.0005678315],"category_scores_gemma":[0.0005443282,0.0001732779,0.0004594117,0.0001250182,0.0003742428,0.0003621956,0.0003171953,0.0002435912,0.0000878736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378091,"about_ca_system_score_gemma":0.000211369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002365935,"about_ca_topic_score_gemma":0.001131308,"domain_scores_codex":[0.9998391,0.00004065939,0.000006849484,0.00003712831,0.00006105076,0.00001527156],"domain_scores_gemma":[0.9998394,0.00007598067,0.00003620991,0.00001449668,0.00002630489,0.000007541747],"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":[0.00008281451,0.00003414848,0.004620523,0.00007063284,0.00004000106,0.0003643759,0.0001407377,0.9561684,0.02172238,0.005415884,0.0002536629,0.01108631],"study_design_scores_gemma":[0.000001817264,0.00002309304,0.0007727554,0.000001736008,0.000002983977,0.00001975848,0.00001221738,0.9980768,0.000585967,0.0003976586,0.0001009661,0.000004364465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.686817,0.0003413452,0.3066944,0.0001684505,0.00005712099,0.0000337256,0.00005943247,0.0001655272,0.005662931],"genre_scores_gemma":[0.9969558,0.00008292575,0.001590125,0.000008103626,0.000006705097,0.000008951609,0.00001458137,0.000006531086,0.00132648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002365935,"threshold_uncertainty_score":0.004704356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115192127881523,"score_gpt":0.2140227041990075,"score_spread":0.2028707829201922,"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."}}