{"id":"W4400575600","doi":"10.1139/tcsme-2024-0056","title":"Dynamic characteristics of electromechanical coupling of body-suspended drive system for high-speed trains under wheel polygonal wear","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Polygon (computer graphics); Coupling (piping); Train; Vibration; Torque; Acceleration; Harmonic; Acoustics; Engineering; Automotive engineering; Structural engineering; Physics; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649514,0.0002101883,0.0001982345,0.0002829854,0.0002626927,0.0002278275,0.0001990062,0.0002798938,0.001428817],"category_scores_gemma":[0.0003319153,0.00008957763,0.0002826327,0.0001240001,0.0002517562,0.0002103419,0.0002400926,0.0001997828,0.0001397059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763746,"about_ca_system_score_gemma":0.0001461027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750956,"about_ca_topic_score_gemma":0.002220215,"domain_scores_codex":[0.9999036,0.00001659182,0.000005073465,0.00001551054,0.00004116985,0.00001808592],"domain_scores_gemma":[0.999856,0.00005845644,0.00002859173,0.00001666835,0.00002751159,0.0000126618],"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":[0.000925009,0.0002555004,0.0463244,0.0003230872,0.0001604616,0.001837009,0.001460657,0.6436488,0.261134,0.00225321,0.000816909,0.0408609],"study_design_scores_gemma":[0.00001305319,0.0002829347,0.03090645,0.000009693003,0.00002120695,0.0001708341,0.0002221477,0.9572349,0.01035859,0.0002879433,0.0004758783,0.00001644768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821389,0.00004447568,0.01504528,0.00003800881,0.000008380157,0.00001378438,0.0000385713,0.00009328822,0.002579255],"genre_scores_gemma":[0.9995567,0.000009234619,0.0001834581,0.000001680936,5.421072e-7,0.000003023101,0.00001184043,0.000001867615,0.0002315682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002750956,"threshold_uncertainty_score":0.005469859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005667676284414135,"score_gpt":0.1922006399715328,"score_spread":0.1865329636871186,"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."}}