{"id":"W2042386090","doi":"10.1115/detc2014-35389","title":"Spectral and Modal Behaviour of 3D Euler-Bernoulli Gyroelastic Beams","year":2014,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Modal; Euler's formula; Bernoulli's principle; Modal analysis; Gyroscope; Angular momentum; Physics; Mathematical analysis; Mathematics; Classical mechanics; Vibration; Acoustics; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002818456,0.00007157394,0.0001199138,0.00004796788,0.00001624579,0.00001355515,0.00003887426,0.00003088648,0.0001522879],"category_scores_gemma":[0.000004523178,0.00006216025,0.00002768161,0.00007186124,0.00001347456,0.00004172523,0.00001122223,0.00004398435,0.000002593145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008804278,"about_ca_system_score_gemma":0.000001468209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003218049,"about_ca_topic_score_gemma":0.00003158872,"domain_scores_codex":[0.9996461,0.000005604781,0.0001192802,0.00007707746,0.00006654242,0.00008538784],"domain_scores_gemma":[0.9998249,0.00001966953,0.00001415231,0.00009090792,0.00001637732,0.00003393989],"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":[0.000004937528,0.00001637422,0.02404013,0.00003948504,0.00006824037,7.343976e-7,0.0001830071,0.9546741,0.008683084,0.003585,0.0002034813,0.008501374],"study_design_scores_gemma":[0.0001820982,0.00004053173,0.05573621,0.000006463993,0.00007400545,0.000003759407,0.00000840269,0.9393175,0.004222608,0.0001696075,0.0001229562,0.0001159184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801872,0.00005790571,0.2118239,0.00001411194,0.0000896209,0.00003087579,0.000001889252,0.00006378776,0.007730747],"genre_scores_gemma":[0.9909092,0.00001546031,0.008921168,0.000005849537,0.00005089631,6.51871e-7,0.000007415167,0.000009747842,0.0000796776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107219,"threshold_uncertainty_score":0.2534822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00289612159907672,"score_gpt":0.1782700954238964,"score_spread":0.1753739738248196,"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."}}