{"id":"W4319996763","doi":"10.5267/j.esm.2023.1.004","title":"A study on the vibration of a bus with air suspension system moving on random road surface profiles with different speeds","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suspension (topology); Air suspension; Road surface; Vibration; Root mean square; Acceleration; Automotive engineering; Random vibration; Ride quality; Structural engineering; Materials science; Engineering; Acoustics; Physics; Axle; Composite material; Mathematics; Electrical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000343631,0.0002901046,0.0004144016,0.0001285347,0.00006813635,0.00003697398,0.0001631877,0.00006467631,0.000001142563],"category_scores_gemma":[0.00001674463,0.0001771247,0.00005345599,0.0003881872,0.000003957274,0.00004878882,0.00002648082,0.0002193207,0.000008365752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110468,"about_ca_system_score_gemma":0.00001288881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001405124,"about_ca_topic_score_gemma":0.0000171296,"domain_scores_codex":[0.9987269,0.00004383472,0.0002915965,0.0002176691,0.0004244469,0.0002955296],"domain_scores_gemma":[0.9992905,0.0001280736,0.00007184067,0.0004003475,0.00005336541,0.00005589613],"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":[0.0001184264,0.00003954246,0.00003259141,0.0001515893,0.0001597471,0.00002855804,0.0005901156,0.969996,0.0245818,0.004200352,0.000005911719,0.00009536614],"study_design_scores_gemma":[0.001464833,0.0006356602,0.0008407158,0.0005950829,0.00004236541,0.00001071983,0.001671533,0.9882699,0.006243326,0.000002929026,0.000005418421,0.0002175378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613575,0.0000224389,0.03638485,0.00003430854,0.0002922052,0.00117031,0.000009388967,0.0006600539,0.000068891],"genre_scores_gemma":[0.9996562,0.000005139165,0.00004563442,0.000004066934,0.00005995809,0.00009818026,0.00000759733,0.00009512718,0.00002808187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03829866,"threshold_uncertainty_score":0.7222936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007040831417679082,"score_gpt":0.1833690211248986,"score_spread":0.1763281897072195,"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."}}