{"id":"W2024810861","doi":"10.1016/j.cemconcomp.2006.07.008","title":"FRP confined concrete columns: Behaviour under extreme conditions","year":2006,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Queen's University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Corrosion; Composite material; Reinforced concrete; Reinforcement; Structural engineering; Compression (physics); 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":[0.00006582592,0.000391939,0.0003839328,0.0001233264,0.0002307096,0.0001958266,0.0002109714,0.0001478842,0.0007752557],"category_scores_gemma":[0.000004272031,0.0004198647,0.0001122186,0.0001509476,0.0002222104,0.0002306981,0.00007132095,0.0002141884,0.00005459648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008199293,"about_ca_system_score_gemma":0.00002046215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001945889,"about_ca_topic_score_gemma":0.000005166821,"domain_scores_codex":[0.998433,0.00002848147,0.0004530248,0.0003282156,0.0002636455,0.0004936371],"domain_scores_gemma":[0.9992461,0.0001117617,0.00007740544,0.000306086,0.00009374067,0.0001648953],"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":[0.00003057163,3.411802e-7,0.01009795,0.00005432424,0.000136537,0.00003840986,0.00009164114,0.0007546659,0.9675336,0.01528521,0.005635452,0.0003412285],"study_design_scores_gemma":[0.01172188,0.0008849027,0.1267848,0.0004247135,0.001543611,0.0003294028,0.001064692,0.06820548,0.7512786,0.001949885,0.03066702,0.005144993],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889718,0.001488721,0.0009561707,0.0001066085,0.0003769289,0.0004756919,0.0001233621,0.0006220547,0.006878676],"genre_scores_gemma":[0.9969853,0.00007374122,0.001119011,0.0001633804,0.0001501879,0.00007452256,0.0004988945,0.00005597565,0.0008790034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2162551,"threshold_uncertainty_score":0.9998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415266682518493,"score_gpt":0.2119270118686971,"score_spread":0.1977743450435121,"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."}}