{"id":"W2161358669","doi":"10.1177/1045389x07083024","title":"An Experimental Study of Semiactive Modal Neuro-control Scheme Using MR Damper for Building Structure","year":2007,"lang":"en","type":"article","venue":"Journal of Intelligent Material Systems and Structures","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Modal; Damper; Earthquake shaking table; Control theory (sociology); Engineering; Scheme (mathematics); Controller (irrigation); Modal testing; Vibration control; Control engineering; Computer science; Control (management); Modal analysis; Vibration; Structural engineering; Mathematics; Artificial intelligence; Acoustics","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":[0.0003295609,0.0001795691,0.0004765107,0.0001152471,0.00007455923,0.0000916743,0.0001263426,0.0001220196,0.0000283949],"category_scores_gemma":[0.00002584454,0.000121596,0.00007798852,0.0000445771,0.00003031039,0.0001979021,0.00001267072,0.0001213865,2.864111e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004118821,"about_ca_system_score_gemma":0.00001141281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553686,"about_ca_topic_score_gemma":0.00000328288,"domain_scores_codex":[0.9986213,0.00006658067,0.0008117596,0.0001229647,0.0001968372,0.0001805436],"domain_scores_gemma":[0.9993614,0.00006271873,0.000227872,0.00009260419,0.0001428905,0.0001125379],"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":[0.0005664536,0.00005325185,0.001545144,0.00004810308,0.0001615216,0.000008011374,0.0005485368,0.03425927,0.9618811,0.0007155661,0.00001113868,0.0002018818],"study_design_scores_gemma":[0.003980889,0.0046879,0.00718428,0.00009954446,0.0001632546,0.0003528005,0.007578478,0.1381621,0.8366005,0.0005033636,0.0001983101,0.0004885542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420438,0.0004656025,0.05439991,0.000001675059,0.002646404,0.000385431,0.00003754232,0.00001490792,0.000004655225],"genre_scores_gemma":[0.997455,0.000006040385,0.001446349,0.000009458819,0.001059802,0.000001565269,0.000001333252,0.00001943704,9.966974e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252806,"threshold_uncertainty_score":0.495854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452479435884348,"score_gpt":0.277435190877228,"score_spread":0.2629103965183845,"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."}}