{"id":"W4319779146","doi":"10.1115/imece2022-96406","title":"Vibration Control of a Cantilever Beam Using Reduced Model","year":2022,"lang":"en","type":"article","venue":"Volume 5: Dynamics, Vibration, and Control","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cantilever; Vibration; Finite element method; Beam (structure); Control theory (sociology); Reduction (mathematics); Vibration control; Realization (probability); Linear-quadratic regulator; Eigenvalues and eigenvectors; Optimal control; Computer science; Engineering; Structural engineering; Mathematics; Physics; Acoustics; Mathematical optimization; Control (management); Geometry","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":[0.0002515272,0.0001743393,0.0003724609,0.0001154933,0.0002200842,0.00004431746,0.0001120266,0.00007105046,0.00009339662],"category_scores_gemma":[0.0000219782,0.0001962162,0.00006998143,0.0001309913,0.00003864599,0.0001984885,0.00001661489,0.0001261382,0.000002531741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133199,"about_ca_system_score_gemma":0.00008839326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952686,"about_ca_topic_score_gemma":0.0001036788,"domain_scores_codex":[0.9987564,0.00007642154,0.0005143649,0.0001947014,0.0002420584,0.0002160423],"domain_scores_gemma":[0.9994559,0.00004619904,0.0001338152,0.0002158511,0.00007397882,0.00007420046],"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":[0.00003056665,0.00002270355,0.001104553,0.00006812502,0.00009401134,9.30649e-7,0.0007101349,0.971622,0.02503087,0.0005742142,0.0002670662,0.0004748325],"study_design_scores_gemma":[0.001440464,0.00005144157,0.0005113748,0.00001506194,0.00006579991,0.00001297222,0.0002818434,0.9969592,0.00008905217,0.0002766261,0.00009845947,0.0001976718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2347537,0.0002562237,0.7632769,0.0001198189,0.000347526,0.000441326,0.0002521678,0.000103025,0.0004493541],"genre_scores_gemma":[0.9989586,0.00001105433,0.000375968,0.0001327949,0.00008356121,0.00006865673,0.00005813764,0.00003810082,0.0002731515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7642049,"threshold_uncertainty_score":0.8001463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006233535737169425,"score_gpt":0.1820158466989047,"score_spread":0.1757823109617353,"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."}}