{"id":"W3002728777","doi":"10.1115/imece2019-10773","title":"Aero-Engine Vibration Propagation Analysis Using Bond Graph Transfer Path Analysis and Transmissibility Theory","year":2019,"lang":"en","type":"article","venue":"","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bond graph; Fuselage; Vibration; Computer science; Automotive engineering; Path (computing); Transmissibility (structural dynamics); Aero engine; Engineering; Mechanical engineering; Vibration isolation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005822059,0.0001785593,0.0004509014,0.0005775117,0.00005588491,0.0000681723,0.00006096936,0.0001183297,0.0008414183],"category_scores_gemma":[0.00000876945,0.0001468612,0.0003840701,0.002665354,0.00001332005,0.0003107266,0.000004859918,0.0001060524,0.000005275862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003086306,"about_ca_system_score_gemma":0.000006447405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003285518,"about_ca_topic_score_gemma":0.0001108536,"domain_scores_codex":[0.9987593,0.00008567197,0.0004177715,0.0003343784,0.0002322244,0.0001706128],"domain_scores_gemma":[0.999436,0.00007704362,0.00002237242,0.000309374,0.00006321343,0.00009201808],"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":[0.00002885078,0.00004012938,0.01345243,0.00007453929,0.004409086,5.939291e-7,0.0002718904,0.8904444,0.0816184,0.004745012,0.000002085469,0.004912603],"study_design_scores_gemma":[0.0002087919,0.0000195192,0.01555078,0.000003810205,0.00543635,1.727455e-7,0.00005481149,0.9708278,0.006660806,0.00103599,0.000008902168,0.0001922674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4804654,0.00004601848,0.5191017,0.00001097667,0.00001195772,0.0001191656,0.000003953174,0.00007077117,0.0001701197],"genre_scores_gemma":[0.9956273,0.00002356314,0.004127371,0.00002498609,0.00001608378,0.000004299169,0.0001105261,0.00001438745,0.00005146325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5151619,"threshold_uncertainty_score":0.921294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00725357678729111,"score_gpt":0.2072954141435526,"score_spread":0.2000418373562615,"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."}}