{"id":"W4402260688","doi":"10.23919/acc60939.2024.10644568","title":"Preliminary Results on Generalized Transmissibility Operators","year":2024,"lang":"en","type":"article","venue":"","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Transmissibility (structural dynamics); Computer science; Mathematics; Physics; Acoustics; Vibration isolation; Vibration","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":[0.0002948548,0.0001349675,0.0001532231,0.00004857912,0.00002939229,0.00006990742,0.0001024174,0.00007671533,0.0001418405],"category_scores_gemma":[0.00002312026,0.0001029539,0.00009630271,0.0001362523,0.00001822996,0.00008822435,0.000004823792,0.0001248449,0.0001405456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006858842,"about_ca_system_score_gemma":0.00001995483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004071343,"about_ca_topic_score_gemma":0.00001135155,"domain_scores_codex":[0.9991201,0.00003774054,0.0002762732,0.0002526786,0.0001377488,0.0001754659],"domain_scores_gemma":[0.9994898,0.0001234594,0.00000363593,0.0002932584,0.00001478266,0.00007500793],"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":[0.005423584,0.000402357,0.0002724142,0.003494948,0.001022403,0.0003599408,0.0120225,0.3813231,0.03475578,0.05342099,0.1374702,0.3700317],"study_design_scores_gemma":[0.001597358,0.0005989249,0.0009477888,0.000218627,0.00003758615,0.00001007211,0.000199292,0.7574244,0.01098855,0.0008867795,0.2265614,0.0005291713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8144877,0.004908404,0.007747353,0.001610571,0.002438067,0.0007192904,0.00008765628,0.003480058,0.1645209],"genre_scores_gemma":[0.9979337,0.00002363425,0.0001821272,0.00007030761,0.0001478855,0.00003441475,0.000007335256,0.00002125965,0.001579379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761013,"threshold_uncertainty_score":0.4198337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015421644540432,"score_gpt":0.2370605376169166,"score_spread":0.2216388930764846,"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."}}