{"id":"W4313532194","doi":"10.1007/s00707-022-03436-8","title":"Influence of microstructural characteristic torsion length on exponentially graded cylinders in torsion","year":2023,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Torsion (gastropod); Isotropy; Solid mechanics; Materials science; Exponential function; Cylinder; Parametric statistics; Finite element method; Mechanics; Mathematics; Composite material; Geometry; Mathematical analysis; Physics; Optics; Thermodynamics","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":[0.0002519829,0.0002296162,0.000203544,0.0003286382,0.0002588177,0.0004951443,0.0002452523,0.0002217236,0.002699162],"category_scores_gemma":[0.001637095,0.0001311049,0.00009299949,0.0001715601,0.0004611359,0.0003560754,0.0003433201,0.0002231292,0.0001833736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871953,"about_ca_system_score_gemma":0.000239217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006954843,"about_ca_topic_score_gemma":0.0008123469,"domain_scores_codex":[0.9999174,0.00002018275,0.000002764988,0.00002036623,0.00001821714,0.00002104003],"domain_scores_gemma":[0.9989423,0.0005944772,0.0001645122,0.00005967823,0.0001076498,0.0001314892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001475383,0.000196321,0.004686323,0.0001834072,0.0000325116,0.0006825394,0.0002818803,0.1173102,0.842406,0.0178461,0.0004626642,0.01443658],"study_design_scores_gemma":[0.00005940783,0.000410994,0.03045963,0.00003059109,0.00006524225,0.0002665065,0.0003015179,0.6895112,0.2732717,0.004731381,0.0007901827,0.0001016495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913502,0.0001589445,0.005643685,0.00005345979,0.00001148011,0.000005818491,0.00003362066,0.00005174888,0.0026912],"genre_scores_gemma":[0.9994511,0.0000420295,0.0002051078,0.000002759412,0.000002107536,0.00000170065,0.000007455181,0.00001190316,0.0002757749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002699162,"threshold_uncertainty_score":0.009029627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059606679440321,"score_gpt":0.2357897368172977,"score_spread":0.2251936700228945,"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."}}