{"id":"W4413143890","doi":"10.1016/j.engstruct.2025.121103","title":"Structural behaviour of indeterminate continuous reinforced concrete beams with shear reinforcement and asymmetric loading","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; ARUP Laboratories; KPMG","keywords":"Indeterminate; Structural engineering; Reinforcement; Reinforced concrete; Shear (geology); Statically indeterminate; Materials science; Composite material; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008230766,0.0005099651,0.0006103687,0.0006326837,0.00008118733,0.00008719235,0.0003078504,0.0002110445,0.00002930737],"category_scores_gemma":[0.00006053746,0.0004543652,0.00009304396,0.0006082244,0.0001164251,0.0002620601,0.00009608747,0.0004360984,7.872079e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176747,"about_ca_system_score_gemma":0.00003262845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006479445,"about_ca_topic_score_gemma":1.261776e-7,"domain_scores_codex":[0.9982425,0.0000101132,0.0005639588,0.0003144319,0.0003286141,0.0005403713],"domain_scores_gemma":[0.9991361,0.0001008254,0.0001075366,0.0004186486,0.00009453781,0.0001422839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001032059,8.658717e-8,0.003081605,0.0007676035,0.0003945811,0.00004164803,0.0005341132,0.929634,0.04564583,0.01141941,0.0000933799,0.008284572],"study_design_scores_gemma":[0.003196754,0.0004020303,0.08130335,0.0005602755,0.0003950365,0.0002249378,0.0002363421,0.3102758,0.6014932,0.00007401375,0.000311269,0.001526954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903439,0.0005501555,0.007004577,0.000009136265,0.0005481468,0.000438352,0.00001844827,0.000460955,0.0006263592],"genre_scores_gemma":[0.9895683,0.00002754572,0.01004481,0.00002049481,0.00004343926,0.00002286596,0.00002207062,0.00006376151,0.0001867208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6193582,"threshold_uncertainty_score":0.9997908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004443045765327081,"score_gpt":0.2064182276388941,"score_spread":0.201975181873567,"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."}}