{"id":"W4391450210","doi":"10.3390/buildings14020387","title":"Experimental and Numerical Investigation on Flexural Strengthening of Precast Concrete Corbel Connections with Fiber-Reinforced Plastic Sheet","year":2024,"lang":"en","type":"article","venue":"Buildings","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Alpha Technologies (Canada); University of British Columbia","funders":"","keywords":"Precast concrete; Flexural strength; Structural engineering; Materials science; Fibre-reinforced plastic; Composite material; Reinforced concrete; 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":[0.0007089056,0.0006206077,0.0005324371,0.0006266861,0.0003959528,0.0002100643,0.0008123055,0.0007267063,0.001808034],"category_scores_gemma":[0.0009505555,0.0002645542,0.0003054942,0.0005384604,0.0007144674,0.0004049001,0.0003970745,0.0004109069,0.0001811015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896752,"about_ca_system_score_gemma":0.0002605265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138964,"about_ca_topic_score_gemma":0.003089266,"domain_scores_codex":[0.9996077,0.00004637227,0.00002597756,0.00007086575,0.0001807394,0.00006833283],"domain_scores_gemma":[0.9990506,0.0003179881,0.0001821726,0.0001554059,0.0002235865,0.00007032496],"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":[0.0006556499,0.000598215,0.01170757,0.0004904497,0.00003754186,0.0006535318,0.0003846802,0.165446,0.8055121,0.000568955,0.000241021,0.01370414],"study_design_scores_gemma":[0.00007164624,0.00428272,0.03746269,0.00006287948,0.0001037377,0.0002964247,0.0006379381,0.2742839,0.6808374,0.0002709137,0.001624944,0.00006479647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975767,0.00005415867,0.00130914,0.000009581187,0.000006186055,0.00001632112,0.00009363751,0.00004349108,0.0008908345],"genre_scores_gemma":[0.996636,0.00005365516,0.002814112,0.000003217925,0.000002076613,0.00001731484,0.0000643795,0.000005747951,0.0004034403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808034,"threshold_uncertainty_score":0.006048501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426077788629074,"score_gpt":0.2300279975035547,"score_spread":0.215767219617264,"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."}}