{"id":"W2105760274","doi":"10.1177/0954407011404294","title":"Optimal synthesis of a two-stage asymmetric damper of an automotive suspension considering wheel camber variations","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part D Journal of Automobile Engineering","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Damper; Kinematics; Camber (aerodynamics); Structural engineering; Control theory (sociology); Deflection (physics); Suspension (topology); Automotive engineering; Engineering; Computer science; Mathematics; 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":[0.0008634739,0.0002585513,0.0007498438,0.0004719996,0.0000400879,0.000009585053,0.0004250292,0.0001849887,0.00007405302],"category_scores_gemma":[0.00137752,0.0002001748,0.000324976,0.0007096952,0.0001075256,0.0005879685,0.00008352044,0.0003847686,6.149006e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007105162,"about_ca_system_score_gemma":0.00007611343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001249354,"about_ca_topic_score_gemma":6.779262e-7,"domain_scores_codex":[0.9977552,0.00001707299,0.001339973,0.0001535532,0.0004816332,0.0002526205],"domain_scores_gemma":[0.998164,0.0002051506,0.0005393524,0.0001574135,0.0007881536,0.0001459255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000542196,0.0001553168,0.0000498222,0.0003099848,0.0002495138,0.000002492163,0.0003628246,0.697778,0.2654672,0.03523707,0.00002401563,0.0003095364],"study_design_scores_gemma":[0.0006170925,0.0002403832,0.0003469308,0.0004196034,0.0001503211,0.00004087417,0.0001512802,0.4038376,0.5939041,0.00009381596,0.00004284914,0.0001551532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478779,0.0002418318,0.1497046,0.00002609287,0.0009855125,0.0003334633,0.00003684942,0.0001120344,0.0006816764],"genre_scores_gemma":[0.9685279,0.00005598579,0.03129474,0.000003485878,0.00007094186,0.00001037883,7.245799e-7,0.00002854201,0.000007351533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284369,"threshold_uncertainty_score":0.816289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472350199239595,"score_gpt":0.2104881416765607,"score_spread":0.1957646396841647,"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."}}