{"id":"W4411689625","doi":"10.1016/j.istruc.2025.109547","title":"Influence of cut–out openings on the flexural behavior of one–way concrete slabs strengthened with NSM–FRP bars and EB–CFRP strips","year":2025,"lang":"en","type":"article","venue":"Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar National Library; Qatar University","keywords":"Fibre-reinforced plastic; STRIPS; Structural engineering; Flexural strength; Materials science; Composite material; Reinforced concrete; 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":[0.0003682468,0.0006880108,0.0003145579,0.000309435,0.0001801783,0.0001950581,0.0002915254,0.0003325963,0.00086652],"category_scores_gemma":[0.0005242645,0.0004392883,0.0002889046,0.0001255363,0.00053358,0.000220074,0.0003361722,0.0004433744,0.0001496017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501038,"about_ca_system_score_gemma":0.0001822058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007519983,"about_ca_topic_score_gemma":0.00295973,"domain_scores_codex":[0.9997197,0.00003290339,0.00002108556,0.00004704571,0.0001185031,0.00006078867],"domain_scores_gemma":[0.9992892,0.0001896773,0.0002475161,0.00008107753,0.00009286759,0.00009965975],"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":[0.0002065353,0.00004639023,0.00327762,0.0000440917,0.00001194217,0.00008473347,0.00009353299,0.002447428,0.9912964,0.00002427729,0.000008671073,0.002458347],"study_design_scores_gemma":[0.00001707503,0.001523938,0.08711266,0.00002173893,0.00006388372,0.0001855301,0.0001770499,0.007313392,0.9032372,0.00002232094,0.0003038698,0.00002136841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996062,0.00003601022,0.0002431327,0.000001418857,0.000001081996,0.000001534425,0.000006949839,0.000007738805,0.00009595056],"genre_scores_gemma":[0.9992305,0.00003661932,0.0005685697,0.00000166219,8.601622e-7,0.000002969982,0.00002285627,0.000003172481,0.0001327905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00086652,"threshold_uncertainty_score":0.002898812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008850394132939457,"score_gpt":0.2279887846525741,"score_spread":0.2191383905196347,"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."}}