{"id":"W4284965925","doi":"10.1177/13694332221113039","title":"Flexural behavior of recycled aggregate concrete beams strengthened with carbon fiber reinforced polymer","year":2022,"lang":"en","type":"article","venue":"Advances in Structural Engineering","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Flexural strength; Composite material; Structural engineering; Deflection (physics); Cracking; Ultimate tensile strength; Aggregate (composite); Ultimate load; Reinforcement; Carbon fiber reinforced polymer; Reinforced concrete; Finite element method; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003266372,0.0003641493,0.0001254092,0.0003524927,0.000119595,0.00009027876,0.0002167496,0.0002325917,0.0007904529],"category_scores_gemma":[0.0002877967,0.0002139312,0.0001866031,0.0001290678,0.0002389722,0.0002008379,0.0001298383,0.0001838761,0.0001444972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226506,"about_ca_system_score_gemma":0.0001162139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016737,"about_ca_topic_score_gemma":0.003947716,"domain_scores_codex":[0.9998399,0.00002509907,0.00001009822,0.00002361779,0.0000800951,0.00002108886],"domain_scores_gemma":[0.9997035,0.0000611809,0.00009839857,0.00002658516,0.0000866674,0.00002362424],"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":[0.00009137661,0.00001796587,0.00249793,0.00003769508,0.00001027954,0.00007366984,0.00007083639,0.001289012,0.9933635,0.00002161451,0.00001146008,0.002514613],"study_design_scores_gemma":[0.000006636517,0.001213548,0.03307819,0.00001624131,0.00004084452,0.0001314064,0.0001233485,0.004628426,0.9601949,0.00002232114,0.0005294319,0.00001460248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993304,0.0001340128,0.0003739286,0.000003239544,0.000002195123,0.000002334396,0.00001541455,0.000007156819,0.000131358],"genre_scores_gemma":[0.9988984,0.0001214811,0.0006003292,0.000005163885,8.359337e-7,0.000003509334,0.00002119516,0.000002351097,0.0003467945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001016737,"threshold_uncertainty_score":0.0026443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003503993218465788,"score_gpt":0.2005577006797953,"score_spread":0.1970537074613295,"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."}}