{"id":"W1488154162","doi":"10.4271/2007-01-0584","title":"Optimal Damping Design of Heavy Vehicle with Interconnected Hydro-Pneumatic Suspension","year":2007,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Suspension (topology); Automotive engineering; Shock absorber; Computer science; Vehicle dynamics; Control theory (sociology); Control engineering; Engineering; Mechanical engineering; Mathematics; Control (management)","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":[0.0001339816,0.0004855729,0.0003076562,0.0002525587,0.0001566715,0.0004562746,0.0004230155,0.0003876485,0.0008841868],"category_scores_gemma":[0.0002479047,0.0002371132,0.0002170863,0.00008080951,0.000262796,0.000246184,0.0003483988,0.0002244802,0.0001938027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335205,"about_ca_system_score_gemma":0.0003842172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172437,"about_ca_topic_score_gemma":0.001466044,"domain_scores_codex":[0.9999075,0.00001520708,0.00000397176,0.00002117665,0.00003449628,0.00001769183],"domain_scores_gemma":[0.9999092,0.00002312103,0.00003151692,0.000005240542,0.00002044766,0.00001047202],"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":[0.0003321419,0.0001118628,0.001203476,0.0002390418,0.00003381976,0.0001959541,0.000112907,0.7162719,0.2486396,0.002660274,0.0002985072,0.02990053],"study_design_scores_gemma":[0.00003513092,0.0003452753,0.0005597156,0.000007493776,0.00001869567,0.00002039545,0.00003779032,0.9834734,0.01462162,0.0003024865,0.0005704092,0.000007660359],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6044748,0.0002846393,0.3871198,0.0000872989,0.00002464982,0.00007621429,0.00006248183,0.0002793172,0.007590928],"genre_scores_gemma":[0.9892902,0.0000587002,0.009930636,0.000005988088,0.000003310855,0.00002882657,0.00002351191,0.00001004527,0.0006488597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172437,"threshold_uncertainty_score":0.00295788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807594891888085,"score_gpt":0.2494134793029964,"score_spread":0.2313375303841155,"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."}}