{"id":"W2513015010","doi":"10.1109/tvt.2016.2606607","title":"Analysis, Prototyping, and Experimental Characterization of an Adaptive Hybrid Electromagnetic Damper for Automotive Suspension Systems","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Vehicular Technology","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Simon Fraser University; Canada Research Chairs","keywords":"Damper; Engineering; Shock absorber; Suspension (topology); Hybrid vehicle; Automotive industry; Control engineering; Control theory (sociology); Computer science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007672774,0.000285875,0.0002812012,0.0003646155,0.0002191136,0.0004410456,0.0007385218,0.0005235685,0.00165474],"category_scores_gemma":[0.001210884,0.0001279902,0.0002293632,0.0001302501,0.0004508469,0.0005513521,0.0003956051,0.0003605821,0.0003694424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300219,"about_ca_system_score_gemma":0.0001981487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174464,"about_ca_topic_score_gemma":0.0002414882,"domain_scores_codex":[0.9994549,0.00007567251,0.0000246277,0.00007550168,0.0003249717,0.00004428173],"domain_scores_gemma":[0.9992987,0.0001980931,0.0001158752,0.0001197775,0.0002132097,0.00005423453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001670038,0.0001456656,0.001107413,0.0004121226,0.00002345233,0.0003035312,0.0003901984,0.008679838,0.9551471,0.001856552,0.0004671079,0.03129995],"study_design_scores_gemma":[0.00009376902,0.003406456,0.007576442,0.00007559743,0.00004851474,0.0004475604,0.0002481098,0.07296231,0.8950381,0.0004803664,0.01956178,0.00006103966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7463341,0.0007186975,0.2435907,0.0003185161,0.0002225043,0.0003863186,0.0001557022,0.001009436,0.007264013],"genre_scores_gemma":[0.9617866,0.0001538337,0.03541771,0.00002934055,0.00001294498,0.0001173099,0.00005466647,0.00002753767,0.002400083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00165474,"threshold_uncertainty_score":0.005535662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006318262321028993,"score_gpt":0.2068099813264013,"score_spread":0.2004917190053723,"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."}}