{"id":"W2072866329","doi":"10.5539/mas.v5n5p253","title":"Control System Design of Magneto-rheoloical Damper under High-Impact Load","year":2011,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Damper; Control theory (sociology); Computer science; PID controller; Process (computing); Stability (learning theory); Fuzzy control system; Electromagnetic coil; Control system; Fuzzy logic; Control engineering; Control (management); Engineering; Temperature control; Electrical engineering","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":[0.0005561996,0.0001671282,0.0002792834,0.00007893728,0.00009707286,0.0000297276,0.0004245916,0.00009700691,0.0002030697],"category_scores_gemma":[0.00001928269,0.0001174348,0.00005010748,0.0002834969,0.0003992206,0.0001499024,0.00003840737,0.0001195776,0.00009690245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367984,"about_ca_system_score_gemma":0.0001025245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002747018,"about_ca_topic_score_gemma":0.000001128356,"domain_scores_codex":[0.9986109,0.00002318602,0.0002749054,0.0002771472,0.0004260446,0.0003878066],"domain_scores_gemma":[0.9993637,0.00006702197,0.00003291802,0.0002917033,0.00008137777,0.0001632671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007494255,0.00003090041,0.00006649607,0.00001856143,0.00001816895,0.000002140539,0.0001876659,0.162622,0.7650734,0.07090614,0.00005247198,0.0009470772],"study_design_scores_gemma":[0.0007105098,0.00008665067,0.00427662,0.000008081776,0.00001523336,0.00000409089,0.00002478126,0.9770325,0.01456033,0.003104951,0.000004069198,0.0001721479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03971707,0.00008251132,0.9490686,0.00001115375,0.0001446004,0.0002745867,0.000005743718,0.0002496379,0.01044612],"genre_scores_gemma":[0.9948936,0.000002477518,0.00491923,0.00005891209,0.00003271236,0.00003390879,5.288369e-7,0.00001297105,0.00004572831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551765,"threshold_uncertainty_score":0.4788853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158617890114404,"score_gpt":0.2045951172839136,"score_spread":0.1830089383827695,"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."}}