{"id":"W2156445383","doi":"10.1115/1.4023053","title":"Random Vibration Analysis of Planetary Gear Trains","year":2013,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Random vibration; Vibration; Train; White noise; Noise (video); Stochastic process; Mathematics; Computer science; Acoustics; Statistics; 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":[0.0001081486,0.00006082681,0.0002272437,0.00030138,0.0000242936,0.00004514839,0.00004431574,0.00004571674,0.0001253608],"category_scores_gemma":[0.00002129241,0.00005049492,0.00009763571,0.0002515528,0.00001487244,0.0001645569,0.000004756144,0.00008468622,0.000001657202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008611516,"about_ca_system_score_gemma":0.00000821463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008688408,"about_ca_topic_score_gemma":0.000006322633,"domain_scores_codex":[0.9994262,0.00001333239,0.0003290581,0.00003746593,0.0001336554,0.00006023532],"domain_scores_gemma":[0.9996419,0.0000412857,0.0001151816,0.00005535282,0.00009719834,0.00004908438],"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":[0.000008269919,0.00001860938,0.001267735,0.00002429426,0.0007650832,0.000001605757,0.0002048388,0.9189049,0.07637742,0.00003407464,0.0002688403,0.00212431],"study_design_scores_gemma":[0.0002859195,0.00003562547,0.0593365,0.000007366609,0.0008441624,0.000004261892,0.000109562,0.9389103,0.0003214818,0.00007666864,0.00001687295,0.00005124418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6787137,0.0001003469,0.3208754,0.00006044203,0.00006733399,0.00003032981,0.00000723461,0.000008722278,0.0001364873],"genre_scores_gemma":[0.9959443,0.0002348441,0.003696007,0.00003054938,0.00005153134,2.615365e-7,0.00002003061,0.000005966645,0.00001657076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3172306,"threshold_uncertainty_score":0.2059123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005708406922951469,"score_gpt":0.190606765153016,"score_spread":0.1848983582300645,"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."}}