{"id":"W2333445065","doi":"10.1142/9789812770097_0029","title":"ANALYSIS OF A TWIN-GAS-CHAMBER HYDRO-PNEUMATIC VEHICLE SUSPENSION","year":2007,"lang":"en","type":"article","venue":"","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Stiffness; Materials science; Air suspension; Softening; Hardening (computing); Structural engineering; Compression (physics); Engineering; Composite material; Axle","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":[0.0002423638,0.0004976471,0.0006213283,0.0004293055,0.0006232903,0.00083537,0.0006765646,0.001097701,0.003697077],"category_scores_gemma":[0.0004809045,0.0002690743,0.0005817098,0.0001675629,0.0008142215,0.0004435312,0.001001982,0.000456995,0.0003468979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004967123,"about_ca_system_score_gemma":0.0007863347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590139,"about_ca_topic_score_gemma":0.003451655,"domain_scores_codex":[0.9998595,0.00002091355,0.000004293712,0.0000227824,0.00005952699,0.00003304095],"domain_scores_gemma":[0.9998456,0.00004964684,0.00002494284,0.00001089753,0.00004541189,0.00002345466],"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":[0.0003007004,0.00006597075,0.001246962,0.0001250399,0.00005950817,0.0009952812,0.0001072137,0.9193,0.04746481,0.01757442,0.0008578502,0.01190229],"study_design_scores_gemma":[0.000009179771,0.00005146207,0.0005541375,0.000002545059,0.000007783017,0.00004389564,0.00002082808,0.9970182,0.001418753,0.0005000636,0.0003671588,0.000006040842],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5188076,0.0005417553,0.4185882,0.0006332847,0.0002186016,0.0001315832,0.000181258,0.0004766825,0.06042109],"genre_scores_gemma":[0.9901819,0.00006347748,0.001697719,0.00002017632,0.00002076559,0.00001330839,0.00003221253,0.00002323002,0.007947261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007590139,"threshold_uncertainty_score":0.01509196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005531631541820391,"score_gpt":0.2039453293232263,"score_spread":0.1984136977814059,"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."}}