{"id":"W2093550223","doi":"10.1115/dscc2009-2630","title":"On Coupled Flexural and Torsional Oscillations of a Vibrating Beam Gyroscopic System","year":2009,"lang":"en","type":"article","venue":"","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; University of Waterloo","funders":"","keywords":"Gyroscope; Rotation (mathematics); Beam (structure); Vibration; Physics; Natural frequency; Boundary value problem; Acoustics; Control theory (sociology); Computer science; Classical mechanics; Optics","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":[0.00001419898,0.00005144294,0.00009035636,0.00004067386,0.00002657288,0.000005877072,0.00002786905,0.00003830745,0.000009694925],"category_scores_gemma":[0.000005228985,0.00004542108,0.00001371759,0.00006438283,0.000009966122,0.00002219132,0.000004702573,0.00004354338,0.00000419389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130019,"about_ca_system_score_gemma":0.000002359953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006736456,"about_ca_topic_score_gemma":0.000001809531,"domain_scores_codex":[0.999719,0.000001842475,0.00009530123,0.00005777528,0.00005172115,0.00007442205],"domain_scores_gemma":[0.9998618,0.00002322801,0.00001144354,0.00007367377,0.00001271917,0.00001715361],"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":[0.00000509167,0.00002949284,0.0005354493,0.00009014174,0.00002356206,0.000002485533,0.000122573,0.04589444,0.5255593,0.4251828,0.0002599143,0.002294729],"study_design_scores_gemma":[0.0004280794,0.0002596011,0.0163666,0.0000729982,0.00000968149,0.000007144603,0.000201451,0.9410613,0.03860867,0.002776247,0.00003639453,0.0001718535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939487,0.0000231575,0.001357271,0.00004737169,0.00005938193,0.0000510715,0.000001981756,0.0001871744,0.00432389],"genre_scores_gemma":[0.9990602,0.000001255114,0.0008615561,0.0000142029,0.00001378925,9.749161e-7,0.000001788395,0.000003857386,0.00004243547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8951668,"threshold_uncertainty_score":0.1852218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00400191205484411,"score_gpt":0.1812222223391349,"score_spread":0.1772203102842908,"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."}}