{"id":"W3011337399","doi":"10.1007/s00707-020-02647-1","title":"Development of a small-deformation material model for an isotropic magneto-active elastomer","year":2020,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isotropy; Constitutive equation; Solid mechanics; Elastomer; Materials science; Magneto; Deformation (meteorology); Linearization; Mechanics; Classical mechanics; Volume fraction; Composite material; Physics; Thermodynamics; Nonlinear system; Finite element method; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003303265,0.0007996755,0.0007697733,0.0004904175,0.0004741575,0.0007423703,0.001987226,0.002192164,0.003954669],"category_scores_gemma":[0.000503695,0.0005571218,0.0009148577,0.0002957921,0.0005872384,0.0009748738,0.0007438826,0.00107069,0.001278801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000589,"about_ca_system_score_gemma":0.0009570883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393861,"about_ca_topic_score_gemma":0.004154298,"domain_scores_codex":[0.9998648,0.00002341455,0.000008245493,0.00002962093,0.00005944211,0.00001447589],"domain_scores_gemma":[0.9998336,0.00005230722,0.00002075346,0.00002453281,0.00005402654,0.00001485577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002446597,0.00008028956,0.0003003845,0.0002042947,0.000022054,0.0002773184,0.00007697403,0.9204859,0.02901976,0.03467819,0.0007865591,0.01404379],"study_design_scores_gemma":[0.000003653385,0.0000120843,0.00006209826,0.000005985642,0.000003937283,0.00002293323,0.000005804792,0.9959066,0.001114205,0.00143328,0.001424519,0.000004823296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01301199,0.000554688,0.9681977,0.0003071276,0.0001198649,0.0001352012,0.0001644765,0.0003148919,0.01719404],"genre_scores_gemma":[0.6787288,0.001876848,0.2645583,0.0003565504,0.0001344697,0.0007485533,0.0004347396,0.0005661391,0.05259565],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003954669,"threshold_uncertainty_score":0.01322973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497641793530791,"score_gpt":0.2194115075842164,"score_spread":0.1844350896489085,"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."}}