{"id":"W1999484142","doi":"10.1016/j.engstruct.2009.02.021","title":"Punching shear strength of interior slab–column connections strengthened with carbon fiber reinforced polymer sheets","year":2009,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reinforcement; Punching; Flexural strength; Materials science; Slab; Composite material; Structural engineering; Shear (geology); Carbon fiber reinforced polymer; Fibre-reinforced plastic; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004661899,0.0004891013,0.0004825387,0.0003103251,0.00006098246,0.00006667082,0.0003126652,0.0001837886,0.0002444841],"category_scores_gemma":[0.00004338084,0.0004445298,0.0001262158,0.0003619244,0.00004758028,0.0002180496,0.00003049364,0.0004513388,0.000002428253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110879,"about_ca_system_score_gemma":0.00002624345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007207963,"about_ca_topic_score_gemma":8.72191e-7,"domain_scores_codex":[0.9983707,0.00001139964,0.000470065,0.0002902874,0.0003337189,0.000523806],"domain_scores_gemma":[0.9991184,0.00007264657,0.00008614376,0.0004964554,0.00006141965,0.0001648956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005207165,4.898483e-7,0.00002677776,0.00009734994,0.0001877453,0.00002022938,0.0006105112,0.742558,0.2377457,0.002186884,0.0000385203,0.01647575],"study_design_scores_gemma":[0.001130411,0.0003671935,0.005510512,0.0002037442,0.000142512,0.0001203369,0.000126028,0.103734,0.88732,0.00002492124,0.0003345648,0.0009857148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949249,0.0003340004,0.001617007,0.0000265852,0.0004608574,0.0002592196,0.00002579163,0.0008623181,0.001489295],"genre_scores_gemma":[0.9921962,0.000007200453,0.00728575,0.00001853852,0.000145584,0.00001292657,0.0000231057,0.0000829335,0.0002277739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6495743,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004220865760874225,"score_gpt":0.1948053184831645,"score_spread":0.1905844527222903,"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."}}