{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000457146,0.0002584893,0.0004731346,0.0004393551,0.00003922496,0.0000523952,0.0002456057,0.0001468579,0.0002384537],"category_scores_gemma":[0.00001182527,0.0002415208,0.0001614988,0.000699215,0.00004562105,0.0001262407,0.00009937077,0.0001789607,0.00000765304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000579706,"about_ca_system_score_gemma":0.00001530477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000355684,"about_ca_topic_score_gemma":7.252683e-7,"domain_scores_codex":[0.9988074,0.00001552689,0.0003456164,0.0002829204,0.000284997,0.0002635701],"domain_scores_gemma":[0.9992636,0.0000745768,0.0000711918,0.0003422756,0.00009385031,0.0001544688],"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":[0.0001031303,1.043056e-7,0.008360296,0.000123276,0.001224328,0.000006882676,0.0008362494,0.4962186,0.4879498,0.0009109497,0.0004342603,0.003832108],"study_design_scores_gemma":[0.001043027,0.0002707039,0.2217397,0.00005268741,0.0005934199,0.00003298454,0.00009671994,0.4987731,0.2757529,0.00003018836,0.0008024924,0.0008120915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955573,0.00007032642,0.002820384,0.00001007,0.0008114984,0.0002774312,0.00005461798,0.0001894944,0.0002088414],"genre_scores_gemma":[0.9835547,0.000009258376,0.01606522,0.00007438535,0.00008380325,0.000002651624,0.0001184462,0.00002675521,0.00006482549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133795,"threshold_uncertainty_score":0.9848933,"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."}}