{"id":"W1591560645","doi":"10.14359/14797","title":"Fire Endurance of Fiber-Reinforced Polymer-Confined Concrete Columns","year":2005,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Composite material; Reinforced concrete; Fire resistance; Fiber-reinforced concrete; Fibre-reinforced plastic; Structural engineering; Forensic engineering; Geotechnical engineering; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008017926,0.0003887286,0.0005013063,0.0001247829,0.0001691834,0.00009335477,0.0005551911,0.0001898799,0.002854606],"category_scores_gemma":[0.00003847429,0.0003519077,0.0002722308,0.0002352541,0.0001519584,0.0006647253,0.00005041426,0.0006467362,0.00005889269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446206,"about_ca_system_score_gemma":0.00006244444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003227535,"about_ca_topic_score_gemma":0.000001460919,"domain_scores_codex":[0.9978907,0.00002589267,0.0008074159,0.0001837098,0.0004780224,0.0006143116],"domain_scores_gemma":[0.9988847,0.00006688463,0.0002574172,0.0003405399,0.0001568295,0.0002935698],"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":[0.00011367,8.952479e-8,0.0003826863,0.00006523413,0.0002504086,0.00005695781,0.0006844897,0.01688436,0.8383219,0.0005378207,0.001833067,0.1408693],"study_design_scores_gemma":[0.002454254,0.0001452101,0.01045311,0.0001154515,0.0001248646,0.002750096,0.0001278281,0.03351182,0.9451922,0.0000307257,0.004200141,0.0008943285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960061,0.0008016061,0.00009491611,0.0001336569,0.0008024045,0.0001677252,0.00004465614,0.0002021212,0.001746762],"genre_scores_gemma":[0.9948272,0.00007197214,0.002476274,0.00007609832,0.0005590143,0.000004414841,0.00001445875,0.00005382738,0.001916801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139975,"threshold_uncertainty_score":0.9998933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00775754664408914,"score_gpt":0.2224955924155969,"score_spread":0.2147380457715078,"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."}}