{"id":"W3154933744","doi":"10.1016/j.ymssp.2021.107858","title":"Modeling and performance analysis of convoluted air springs as a function of the number of bellows","year":2021,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Bellows; Stiffness; Deformation (meteorology); Function (biology); Structural engineering; Volume (thermodynamics); Mathematics; Computer science; Engineering; Mechanical engineering; Materials science; Physics; Composite material","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":[0.0004733783,0.0004865181,0.0005073207,0.0004024081,0.0005708546,0.0006270584,0.001100142,0.001310057,0.001539775],"category_scores_gemma":[0.001738184,0.0003320163,0.0004274578,0.0004084782,0.0005866328,0.0005526554,0.0003097848,0.0005465379,0.0002690392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532957,"about_ca_system_score_gemma":0.0006174501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012207,"about_ca_topic_score_gemma":0.008533887,"domain_scores_codex":[0.9997906,0.00005370485,0.000007406235,0.00004276635,0.00006534868,0.0000402281],"domain_scores_gemma":[0.9989244,0.000624769,0.0001329986,0.00009278501,0.0001852783,0.00003970968],"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":[0.000071707,0.00003641795,0.0007117813,0.00002221278,0.00001292138,0.00006059743,0.00006402098,0.9873519,0.006941172,0.001506421,0.0001227797,0.003098001],"study_design_scores_gemma":[7.431975e-7,0.000005868709,0.000138718,6.823606e-7,0.000001255265,0.000003364628,0.000002881832,0.9992724,0.0004942142,0.00005506367,0.00002322771,0.000001533406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7397494,0.0005111347,0.2480168,0.0004405245,0.00004970379,0.00003871987,0.000148231,0.0007539766,0.01029133],"genre_scores_gemma":[0.9945322,0.0000624068,0.003604518,0.00001185946,0.000006312036,0.000009615256,0.00002931672,0.00003072923,0.00171298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012207,"threshold_uncertainty_score":0.02427191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009104283276618752,"score_gpt":0.2004952746161748,"score_spread":0.191390991339556,"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."}}