{"id":"W3162991760","doi":"10.1139/tcsme-2021-0007","title":"Magnetorheological elastomer-based variable stiffness flexible coupling for vibration isolation","year":2021,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Qatar University","keywords":"Vibration; Materials science; Natural frequency; Torsional vibration; Magnetorheological elastomer; Magnetorheological fluid; Stiffness; Vibration isolation; Coupling (piping); Magnetic field; Loss factor; Rigidity (electromagnetism); Structural engineering; Acoustics; Composite material; Physics; Engineering; Damper","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002397122,0.0004405355,0.0002054194,0.0002930186,0.0001310807,0.0002061888,0.0003575735,0.0004092677,0.00136486],"category_scores_gemma":[0.0003729927,0.0002336719,0.0002435194,0.0002003832,0.0002481884,0.0003626672,0.0002576576,0.0003600882,0.0004588981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232241,"about_ca_system_score_gemma":0.00009970625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162159,"about_ca_topic_score_gemma":0.0004954476,"domain_scores_codex":[0.9997615,0.00002570096,0.00001478264,0.00007101441,0.00009174089,0.00003526603],"domain_scores_gemma":[0.9997177,0.00006311606,0.0001057633,0.0000372529,0.00004552787,0.00003069493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002400564,0.00001169485,0.0001135718,0.00005036457,0.000004892904,0.00004255456,0.00001627633,0.0002218437,0.9961028,0.00005913831,0.00005652438,0.003296294],"study_design_scores_gemma":[0.00001085963,0.0002449583,0.00229834,0.000008474809,0.00001718757,0.0002034561,0.00002248748,0.003597572,0.990521,0.00003080558,0.003030434,0.00001444261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342862,0.002551972,0.05884512,0.000119084,0.000178686,0.00006999481,0.0001598412,0.0006446327,0.003144486],"genre_scores_gemma":[0.981616,0.0003756627,0.01613548,0.00005843033,0.00002096121,0.00003193722,0.00008281199,0.00004927503,0.001629403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00136486,"threshold_uncertainty_score":0.004565895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172272562997728,"score_gpt":0.1988852585431556,"score_spread":0.1871625329131783,"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."}}