{"id":"W2048075319","doi":"10.1139/l06-140","title":"Finite element modeling of concrete structures reinforced with internal and external fibre-reinforced polymers","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Structural engineering; Fibre-reinforced plastic; Stiffening; Subroutine; Nonlinear system; Reinforcement; Constitutive equation; Tension (geology); Reinforced solid; Computer science; Materials science; Compression (physics); Engineering; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002337233,0.0003111371,0.000415616,0.0006486829,0.00004615397,0.0000629062,0.0002877607,0.0001127998,0.0001511102],"category_scores_gemma":[0.0000570813,0.0002886714,0.0001101494,0.0001907861,0.00006398305,0.0003583269,0.00001638867,0.000446793,4.626132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906151,"about_ca_system_score_gemma":0.0001830618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007822515,"about_ca_topic_score_gemma":0.0008484769,"domain_scores_codex":[0.9982331,0.000005179079,0.0007581325,0.0001157991,0.0003151423,0.0005725779],"domain_scores_gemma":[0.998668,0.00007500267,0.0001802795,0.0001769183,0.0001522803,0.0007475308],"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":[0.00004029425,1.446755e-8,0.0001354064,0.00007445241,0.0001045323,0.0001654607,0.0004148295,0.9758067,0.02185161,0.0005578208,0.000008746115,0.0008401379],"study_design_scores_gemma":[0.00122919,0.000244115,0.0005411474,0.000600994,0.0000933538,0.001054209,0.0002494288,0.9477764,0.04751749,0.00001349537,0.0002006824,0.0004794887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6387587,0.0009247336,0.3590062,0.000007519652,0.0004338402,0.0001075397,0.00001431313,0.00003717285,0.000710067],"genre_scores_gemma":[0.9959449,0.00002880787,0.003758531,0.00001914882,0.0001443777,9.539386e-7,0.000002846083,0.00005776292,0.00004263432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3571863,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006684285754724478,"score_gpt":0.1908059175689308,"score_spread":0.1841216318142063,"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."}}