{"id":"W1998595754","doi":"10.1115/1.2776338","title":"Modeling and Control of Torsional Beam Vibrations: A Wave-Based Approach","year":2008,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Control Systems in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Torsional vibration; Control theory (sociology); Vibration; Torsion (gastropod); Boundary value problem; Transfer function; Beam (structure); Vibration control; Inertial frame of reference; Controller (irrigation); Engineering; Physics; Mechanics; Structural engineering; Computer science; Classical mechanics; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945395,0.0005956151,0.0004486762,0.0002649066,0.0002182181,0.0005387602,0.000870338,0.0006340874,0.001329401],"category_scores_gemma":[0.00030548,0.000241541,0.0003459969,0.0001956525,0.0003686705,0.0008657748,0.0003412492,0.0006745105,0.0003930923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002655417,"about_ca_system_score_gemma":0.0004048593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376249,"about_ca_topic_score_gemma":0.001360554,"domain_scores_codex":[0.9998879,0.00001861558,0.000005689682,0.00001739328,0.0000601393,0.00001010379],"domain_scores_gemma":[0.9999055,0.00003299197,0.00001668124,0.00001237238,0.00002776679,0.000004685369],"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":[0.00007014623,0.00006138917,0.0002964353,0.0001688949,0.00003701385,0.00009618927,0.00009681684,0.8345705,0.05751427,0.0393354,0.0005546521,0.0671983],"study_design_scores_gemma":[0.000005327603,0.00002388001,0.00005206554,0.000005448812,0.00000529098,0.00001168949,0.000004938193,0.9941203,0.002744923,0.00195063,0.001071159,0.000004296591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005521261,0.0001369374,0.992404,0.00004933451,0.00002396534,0.00001725423,0.00001502705,0.00009194529,0.001740148],"genre_scores_gemma":[0.6829508,0.001938956,0.3036188,0.000125084,0.0001089203,0.0003121056,0.0001517457,0.0001048843,0.01068871],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001376249,"threshold_uncertainty_score":0.004447281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275256980113292,"score_gpt":0.1873832288902071,"score_spread":0.1746306590890742,"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."}}