{"id":"W4410782774","doi":"10.1016/j.engstruct.2025.120639","title":"Behavior of fiber-reinforced concrete (FRC) columns reinforced with longitudinal hybrid (Steel/GFRP) reinforcement and GFRP crossties and spirals under reversed lateral cyclic loading","year":2025,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Université de Sherbrooke; Natural Sciences and Engineering Research Council of Canada; Pultrall; Mitacs; Canada Foundation for Innovation","keywords":"Fibre-reinforced plastic; Reinforcement; Structural engineering; Reinforced concrete; Materials science; Fiber-reinforced concrete; Composite material; Engineering","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":[0.0001114468,0.0001690002,0.0001212422,0.0004889899,0.0002785624,0.0001935929,0.0002262779,0.0003126269,0.001906919],"category_scores_gemma":[0.0004174417,0.0001607112,0.0001391613,0.0002321253,0.0004920998,0.0001628382,0.0001469654,0.0002240901,0.0002498445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200703,"about_ca_system_score_gemma":0.0003195656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007980308,"about_ca_topic_score_gemma":0.007637684,"domain_scores_codex":[0.9998964,0.000009974689,0.000003752163,0.00001993106,0.00003728736,0.00003272709],"domain_scores_gemma":[0.9996214,0.00008357589,0.00006479522,0.00002454452,0.0001090837,0.00009665073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007570918,0.0001524263,0.009171241,0.00006321936,0.00001810583,0.0003958331,0.0003776425,0.0205351,0.9619526,0.0003896309,0.0004702778,0.005716846],"study_design_scores_gemma":[0.00005194687,0.001880673,0.2109725,0.00003429528,0.00004886066,0.0003915623,0.0007835798,0.1690644,0.6148089,0.0002712539,0.001618594,0.00007337877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990703,0.00002535107,0.000130946,0.00001155058,0.000002889993,0.000003366085,0.00009120804,0.00002101888,0.0006433639],"genre_scores_gemma":[0.9990953,0.00002129677,0.0000993984,0.000006094147,9.855519e-7,0.000003239517,0.0001007588,0.00000583033,0.0006670882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007980308,"threshold_uncertainty_score":0.01586771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007982191807554797,"score_gpt":0.2219804474109696,"score_spread":0.2139982556034148,"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."}}