{"id":"W4392644447","doi":"10.1016/j.conbuildmat.2024.135709","title":"Experimental and numerical investigation of the flexural behavior of one–way RC slabs strengthened with near–surface mounted and externally bonded systems","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar University","keywords":"Fibre-reinforced plastic; Materials science; Ductility (Earth science); Composite material; Ultimate tensile strength; STRIPS; Flexural strength; Structural engineering; Stiffness; Bending; Ultimate load; Finite element method; Yield (engineering); Carbon fiber reinforced polymer; Reinforced concrete; Engineering; Creep","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":[0.00005485233,0.0001365888,0.0002229527,0.00003146882,0.00005124159,0.0001534244,0.00004734705,0.00006621159,0.00001872315],"category_scores_gemma":[0.000005002382,0.00009955446,0.00001593642,0.0000821259,0.0002908875,0.0001684459,0.00003533002,0.00005823779,1.471155e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002417412,"about_ca_system_score_gemma":0.00001465972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007748252,"about_ca_topic_score_gemma":1.367197e-7,"domain_scores_codex":[0.9993303,0.00002984953,0.0002671366,0.0001436865,0.0001306161,0.00009845566],"domain_scores_gemma":[0.9997331,0.00002380781,0.00007265132,0.00009571895,0.00002840308,0.00004634987],"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":[0.0000207697,2.099313e-7,0.002408094,0.0001605647,0.00002533284,8.889251e-7,0.0002267642,0.0001185549,0.9950354,0.001131566,0.000001286591,0.0008706224],"study_design_scores_gemma":[0.0002938912,0.00004525569,0.006936434,0.0002977005,0.00006994125,0.000193317,0.0002208845,0.002810041,0.9889919,0.00001561083,0.00001073537,0.0001142949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982665,0.0005917607,0.0002122466,0.000009340707,0.0005604102,0.000232187,0.00003404996,0.00008356045,0.00001001366],"genre_scores_gemma":[0.9965211,0.00001579112,0.003398089,0.000001940916,0.00002392185,0.000009929213,0.000003217525,0.0000173513,0.00000869068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006043452,"threshold_uncertainty_score":0.4059713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038670753716967,"score_gpt":0.2285499569338167,"score_spread":0.2181632493966471,"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."}}