{"id":"W3177741048","doi":"10.1177/09544097211031334","title":"Dynamic simulation of a high-speed train with interconnected hydro-pneumatic secondary suspension","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part F Journal of Rail and Rapid Transit","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Engineering; Vibration; Stiffness; Structural engineering; Spring (device); Marine engineering; Acoustics","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":[0.0001652911,0.0004584149,0.0004729308,0.0003540397,0.0005294217,0.0006172009,0.0005644673,0.001342224,0.003752471],"category_scores_gemma":[0.000371143,0.0002038188,0.0006515212,0.0002532592,0.0004980189,0.000360785,0.0004911038,0.0004615676,0.0003126492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003952077,"about_ca_system_score_gemma":0.0006752544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211754,"about_ca_topic_score_gemma":0.009656111,"domain_scores_codex":[0.9998999,0.00001805762,0.000004838333,0.00001479546,0.00002819776,0.00003413186],"domain_scores_gemma":[0.9998149,0.00006525293,0.00002836109,0.00001251648,0.00004901216,0.00003001393],"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":[0.00006698211,0.00004831369,0.001950214,0.00004291281,0.00001575974,0.0002025449,0.00005990488,0.9918926,0.003635117,0.0005732763,0.0001923257,0.001320089],"study_design_scores_gemma":[0.00001031754,0.0000508227,0.0006394328,0.000003594359,0.000005912334,0.00001082228,0.00004201621,0.9983435,0.00059955,0.00006128956,0.0002288687,0.000003911342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403253,0.0001085023,0.03967355,0.0001998435,0.00006826717,0.00007102144,0.0005161603,0.0003694278,0.01866791],"genre_scores_gemma":[0.9946705,0.00004583928,0.00185497,0.00001550997,0.000003395612,0.00004456279,0.0001698882,0.00001076184,0.003184581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211754,"threshold_uncertainty_score":0.04210424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007420808923322536,"score_gpt":0.1909438441820378,"score_spread":0.1835230352587152,"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."}}