{"id":"W1970919488","doi":"10.1006/jsvi.2001.3865","title":"POLAR AXISYMMETRIC VIBRATION OF A HOLLOW TOROID USING THE DIFFERENTIAL QUADRATURE METHOD","year":2002,"lang":"en","type":"article","venue":"Journal of Sound and Vibration","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Rotational symmetry; Quadrature (astronomy); Vibration; Toroid; Mathematics; Differential (mechanical device); Polar; Physics; Mathematical analysis; Geometry; Acoustics; 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":[0.0001135154,0.00007773601,0.0001573569,0.0001644789,0.00007879604,0.00008890685,0.00005201516,0.00005822219,0.00005163508],"category_scores_gemma":[0.00001666774,0.00005147606,0.00008203336,0.0003073037,0.00001086358,0.0003359122,0.000006715353,0.0001201401,1.41795e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002267704,"about_ca_system_score_gemma":0.000003813082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004655046,"about_ca_topic_score_gemma":0.000006033415,"domain_scores_codex":[0.9993832,0.00004814469,0.0002963062,0.00004844778,0.0001631996,0.00006074608],"domain_scores_gemma":[0.9996017,0.00004099521,0.0001801213,0.00006417,0.00008589245,0.00002714745],"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":[0.00003992934,0.00005354803,0.001562715,0.00008420019,0.0003300509,0.000002397148,0.002798481,0.405468,0.5715465,0.001087907,0.0002843393,0.01674191],"study_design_scores_gemma":[0.0003005502,0.00007509059,0.003456006,0.00002047602,0.0001719402,0.00004445798,0.0001290846,0.986486,0.008633484,0.0004887918,0.0001099353,0.00008414577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3449154,0.001109974,0.6536462,0.00005516728,0.0001616118,0.00003463045,0.000001889598,0.000005372151,0.00006980215],"genre_scores_gemma":[0.9879172,0.000171784,0.01159847,0.00001896879,0.000276497,1.324177e-7,0.000003392762,0.000007722566,0.000005777792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6430019,"threshold_uncertainty_score":0.2099133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175223926748218,"score_gpt":0.2332954177552999,"score_spread":0.2215431784878178,"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."}}