{"id":"W4292253986","doi":"10.3390/ma15165656","title":"Improved Voigt and Reuss Formulas with the Poisson Effect","year":2022,"lang":"en","type":"article","venue":"Materials","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Poisson distribution; Poisson's ratio; Auxetics; Elasticity (physics); Stiffness; Finite element method; Mathematics; Composite number; Deformation (meteorology); Mathematical analysis; Materials science; Structural engineering; Statistical physics; Composite material; Physics; Statistics; Engineering","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":[0.001348789,0.0008897908,0.0007116266,0.001716692,0.0003954764,0.0009514033,0.001764995,0.0009183143,0.003060517],"category_scores_gemma":[0.004088988,0.0004073212,0.00122587,0.001312882,0.0006775435,0.002818621,0.0008138441,0.001223621,0.001042482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008874928,"about_ca_system_score_gemma":0.001031684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482112,"about_ca_topic_score_gemma":0.003259418,"domain_scores_codex":[0.9992311,0.0001572958,0.00006850031,0.00008788345,0.0003914704,0.00006386289],"domain_scores_gemma":[0.9990419,0.0003289017,0.00009118274,0.0001702253,0.0003414548,0.00002626291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001042596,0.0001582577,0.001778251,0.0004664531,0.00008397413,0.0005694877,0.0004362451,0.2284814,0.03686252,0.5360146,0.005839345,0.1892053],"study_design_scores_gemma":[0.00001765975,0.00005125666,0.0004722874,0.00004926922,0.00005382436,0.0003054859,0.00004693695,0.9190933,0.01021946,0.05329613,0.01634263,0.00005189851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02650275,0.002147582,0.9534488,0.000313422,0.0003478164,0.00008145616,0.0001372429,0.0004219896,0.01659888],"genre_scores_gemma":[0.49713,0.003486657,0.472163,0.0004495503,0.0002905509,0.0003219695,0.0002193386,0.0009154747,0.02502349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003060517,"threshold_uncertainty_score":0.01023847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001196256338405095,"score_gpt":0.1538902898839536,"score_spread":0.1526940335455485,"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."}}