{"id":"W2963852784","doi":"10.1016/j.compstruc.2019.07.001","title":"Nonlinear sectional analysis of reinforced concrete beams and shells subjected to pure torsion","year":2019,"lang":"en","type":"article","venue":"Computers & Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Torsion (gastropod); Structural engineering; Cracking; Stiffening; Nonlinear system; Torque; Finite element method; Constitutive equation; Materials science; Twist; Mechanics; Mathematics; Engineering; Composite material; Physics; Geometry","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":[0.0001744423,0.0002206331,0.000188082,0.0004498359,0.0002005918,0.0002442419,0.000339706,0.0003906876,0.003424292],"category_scores_gemma":[0.0007733469,0.0002454554,0.0002448147,0.0002246964,0.0004458718,0.0003087423,0.0002846422,0.0001958438,0.00023941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182137,"about_ca_system_score_gemma":0.0002499993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004273269,"about_ca_topic_score_gemma":0.005030561,"domain_scores_codex":[0.9999518,0.00001369569,0.000001620095,0.000006495299,0.00001647153,0.000009888387],"domain_scores_gemma":[0.9997354,0.0001160428,0.00004586581,0.00001974315,0.000063413,0.00001956083],"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":[0.0002256577,0.00007834729,0.004652825,0.00008118946,0.00003849927,0.0002835002,0.0001620363,0.9277923,0.0493254,0.008520191,0.0004309985,0.008409009],"study_design_scores_gemma":[0.000003307516,0.00002920492,0.006590273,0.000003940355,0.00000611604,0.00002937231,0.00003837051,0.9912411,0.001421407,0.0004579495,0.0001728063,0.000006046746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679402,0.000130815,0.01905717,0.00008112809,0.00001934,0.00001796607,0.0001102939,0.00005612263,0.01258697],"genre_scores_gemma":[0.9917318,0.00009946006,0.001146115,0.00001142726,0.000008963868,0.000006429899,0.00005717172,0.00002168682,0.006916882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004273269,"threshold_uncertainty_score":0.01145536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005262839671100225,"score_gpt":0.2111829666940572,"score_spread":0.205920127022957,"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."}}