{"id":"W2023454443","doi":"10.2316/journal.206.2013.3.206-3808","title":"SEMI-ACTIVE FUZZY OPTIMAL CONTROL OF A VEHICULAR MULTI-DIMENSIONAL VIBRATION ISOLATOR","year":2013,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Isolator; Vibration isolation; Fuzzy logic; Computer science; Fuzzy control system; Vibration; Control theory (sociology); Control (management); Structural engineering; Automotive engineering; Acoustics; Engineering; Physics; Electrical engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001198829,0.00008837334,0.0001765196,0.0001276732,0.00002007198,0.00005830559,0.00009654359,0.00005956437,0.00001639643],"category_scores_gemma":[0.00002428603,0.00007855061,0.00006962218,0.00003936403,0.00001779686,0.0003713892,0.00001144073,0.00009701652,0.00000386703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005350265,"about_ca_system_score_gemma":0.00002249154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000131981,"about_ca_topic_score_gemma":0.000001570259,"domain_scores_codex":[0.9991191,0.00002154612,0.0004404457,0.00005678829,0.0002851115,0.00007702974],"domain_scores_gemma":[0.9990555,0.00004572719,0.0002537791,0.00004437869,0.0005493473,0.00005125012],"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":[0.00001834325,0.00003812678,0.0005164747,0.00001353582,0.0002473856,0.000004258015,0.0001178067,0.933956,0.05946239,0.0008788386,0.00004529402,0.004701489],"study_design_scores_gemma":[0.001148338,0.00005658689,0.01787779,0.00006450988,0.00002470684,0.0000587151,0.00004110562,0.9799139,0.0005553122,0.0001608212,0.00002597936,0.00007224701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6956038,0.0001966863,0.3030706,0.0003495103,0.0005802004,0.0001196497,0.0000141203,0.00001903185,0.00004636861],"genre_scores_gemma":[0.9952236,0.00002318576,0.004559933,0.00003476259,0.0001268186,0.000003503069,0.000007214609,0.00001101916,0.000009917607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996198,"threshold_uncertainty_score":0.3203201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004337561550152886,"score_gpt":0.2012514288215216,"score_spread":0.1969138672713687,"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."}}