{"id":"W4412848549","doi":"10.1007/s42417-025-01995-3","title":"The Effects of Material Property Coupling, Fiber Orientation, and Tapering on the Rotordynamic Response of Tapered Composite Shaft-Disk System Running Through the Critical Speed","year":2025,"lang":"en","type":"article","venue":"Journal of Vibration Engineering & Technologies","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Science and Engineering Research Council","keywords":"Tapering; Composite number; Critical speed; Materials science; Coupling (piping); Fiber; Property (philosophy); Structural engineering; Orientation (vector space); Composite material; Mechanical engineering; Computer science; Engineering; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001574708,0.0001625855,0.0001868663,0.0001772937,0.000249509,0.0001535946,0.0001679196,0.0001969278,0.001371681],"category_scores_gemma":[0.0007623415,0.0001282862,0.0001484422,0.0001214011,0.0002702567,0.0002019784,0.000127947,0.0002158988,0.0001097982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316094,"about_ca_system_score_gemma":0.0001250819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113857,"about_ca_topic_score_gemma":0.001471683,"domain_scores_codex":[0.9999086,0.00001179083,0.000005004021,0.00001905401,0.00002945385,0.00002613177],"domain_scores_gemma":[0.9993041,0.0004041865,0.00008782215,0.00003928482,0.0001148436,0.00004984043],"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":[0.001659254,0.0000793557,0.00413162,0.0000956632,0.00001829417,0.0003532807,0.0002515016,0.006868384,0.9789913,0.00009900703,0.0001107752,0.007341421],"study_design_scores_gemma":[0.00006823451,0.002427652,0.1411973,0.00003037154,0.0001037506,0.0004378984,0.0005091768,0.1154075,0.7389826,0.000104716,0.000671734,0.00005894914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990987,0.00003374105,0.0006865351,0.000007320034,0.0000039792,0.000002044548,0.00001441593,0.00001621841,0.0001372384],"genre_scores_gemma":[0.9997455,0.00001556626,0.0001199303,0.000002745481,9.135771e-7,0.000001232583,0.00001216104,0.000003129472,0.00009881696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371681,"threshold_uncertainty_score":0.004588723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003884804231790824,"score_gpt":0.217069969847594,"score_spread":0.2131851656158032,"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."}}