{"id":"W2009692306","doi":"10.1115/imece2005-79631","title":"Isolation Application of Controlled and Uncontrolled Magnetorheological Dampers for Random Base Excitaion","year":2005,"lang":"en","type":"article","venue":"","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Damper; Isolator; Magnetorheological fluid; Shock absorber; Transient (computer programming); Control theory (sociology); Base isolation; Magnetorheological damper; Base (topology); Suspension (topology); Structural engineering; Transient response; Shock (circulatory); Computer science; Engineering; Electronic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002932183,0.0001241212,0.0003967491,0.00005690025,0.00004679312,0.00001406861,0.00005346707,0.0001215237,0.0001444849],"category_scores_gemma":[0.0001323097,0.00008440958,0.0001022049,0.000062418,0.00004325467,0.0001268709,0.000008304989,0.00004885592,0.000005591081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001665023,"about_ca_system_score_gemma":0.000005710257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000310885,"about_ca_topic_score_gemma":0.0000131744,"domain_scores_codex":[0.9992121,0.00003439821,0.000381103,0.0001496264,0.00008120424,0.0001415789],"domain_scores_gemma":[0.9992949,0.0004351407,0.000040293,0.0000988347,0.00007041734,0.00006038704],"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":[0.009965568,0.0001838913,0.001579781,0.0001140746,0.0002488778,4.274399e-7,0.0001550754,0.1269672,0.6567923,0.108298,0.001398357,0.09429643],"study_design_scores_gemma":[0.02722688,0.0001496123,0.0006193639,0.000002550793,0.0000396055,0.000001007279,0.00002004956,0.9688429,0.001293267,0.0008548616,0.0008417641,0.0001081086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06699672,0.0006343847,0.9276205,0.0006355113,0.00005646356,0.00122047,0.000006330398,0.0001787472,0.002650837],"genre_scores_gemma":[0.9890211,0.00006404521,0.01000454,0.0001423384,0.0001360197,0.000318889,0.00001985485,0.000009333342,0.000283834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9220244,"threshold_uncertainty_score":0.3442123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006030352418110858,"score_gpt":0.2044964234953464,"score_spread":0.1984660710772355,"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."}}