{"id":"W4252969678","doi":"10.1115/1.862ama_ch9","title":"Vibration Transfer Path Analysis of Aeroengines Using Bond Graph Theory","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rotor (electric); Vibration; Structural engineering; Profit (economics); Computer science; Engineering; Mechanical engineering; Physics; Economics; Microeconomics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001119896,0.0002515576,0.0006140628,0.0007795151,0.00002573318,0.00003087783,0.00009455126,0.0002158699,0.001031109],"category_scores_gemma":[0.000002837983,0.0002422387,0.0007449262,0.0003027592,0.00002583957,0.0000471605,0.00001476084,0.0001644283,0.000003173878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002970728,"about_ca_system_score_gemma":0.00001528789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002526144,"about_ca_topic_score_gemma":0.0001677026,"domain_scores_codex":[0.9990873,0.000007682363,0.0003558958,0.000215526,0.0002029357,0.0001306348],"domain_scores_gemma":[0.9994795,0.00003417421,0.00002799148,0.000325643,0.00008900706,0.00004369922],"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":[0.000005185382,0.00001548412,0.00006262327,0.0002095375,0.01442162,0.00001615171,0.0001320921,0.6615108,0.006840918,0.315384,0.00004828614,0.001353388],"study_design_scores_gemma":[0.0001559573,0.00001856632,0.0002338963,0.0001385281,0.01891724,0.00000263109,0.00005808461,0.9719656,0.0009610194,0.005976121,0.0007992165,0.000773153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009719937,0.001493889,0.7248609,0.000007415118,0.0001881608,0.0001136667,0.0001341436,0.0001856568,0.2632962],"genre_scores_gemma":[0.85172,0.001334395,0.005873612,0.00004231628,0.000129895,0.000004234369,0.0009934723,0.0002338308,0.1396682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8420001,"threshold_uncertainty_score":0.9998821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970677391232694,"score_gpt":0.188358072117244,"score_spread":0.1786512982049171,"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."}}