{"id":"W4391705369","doi":"10.1016/j.istruc.2024.106015","title":"Flexural behavior of RC beams strengthened with CFRP sheets and ECC material","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; Graduate Research and Innovation Projects of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Flexural strength; Structural engineering; Materials science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002154018,0.0002362014,0.0002247206,0.0001000459,0.00003116692,0.00009564458,0.0001329476,0.000101925,0.000446804],"category_scores_gemma":[0.000003874339,0.000175343,0.00004396844,0.0001044925,0.0001119926,0.0001614722,0.00003526365,0.0001456392,0.000002245283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002737635,"about_ca_system_score_gemma":0.00001783726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004245434,"about_ca_topic_score_gemma":0.000001943363,"domain_scores_codex":[0.9991702,0.000007822671,0.0001989612,0.0001942613,0.0001929484,0.0002358226],"domain_scores_gemma":[0.9996615,0.00002124935,0.00002137372,0.0001972942,0.00002223622,0.00007635089],"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":[0.0001504645,6.970738e-7,0.001088711,0.0006728545,0.000260141,0.0001966835,0.001351032,0.003562421,0.8127296,0.004830271,0.0003673125,0.1747898],"study_design_scores_gemma":[0.0005717999,0.000230569,0.04168293,0.000123473,0.000285047,0.0003045301,0.0001625117,0.001634216,0.953108,0.0005657702,0.0007110361,0.000620093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975543,0.0004163354,0.00004235122,0.00000804304,0.0007684042,0.0001784439,0.0001368781,0.000360338,0.0005348914],"genre_scores_gemma":[0.9972318,0.00001619948,0.002467803,0.000004674307,0.0001320113,0.00001578983,0.00003230004,0.00004993366,0.00004943318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741697,"threshold_uncertainty_score":0.7150279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005684475037928285,"score_gpt":0.2163531329257477,"score_spread":0.2106686578878194,"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."}}