{"id":"W1999973969","doi":"10.1002/pse.198","title":"Response to fire of concrete structures that incorporate FRP","year":2005,"lang":"en","type":"article","venue":"Progress in Structural Engineering and Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Queen's University","funders":"National Research Council Canada; Government of Canada","keywords":"Fibre-reinforced plastic; Forensic engineering; Engineering; Fire safety; Structural engineering; Materials science; Civil engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001768973,0.000330546,0.0004660365,0.0001879127,0.00002684699,0.00007221997,0.0002128804,0.0001414166,0.00006000323],"category_scores_gemma":[0.00004073001,0.0003003644,0.00003603369,0.0001703382,0.00006615088,0.0002241433,0.00008978116,0.0001300453,0.000002854686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006568574,"about_ca_system_score_gemma":0.00001112732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001454063,"about_ca_topic_score_gemma":4.645451e-7,"domain_scores_codex":[0.998725,0.00002891964,0.0004289101,0.0002332039,0.0001925291,0.0003914541],"domain_scores_gemma":[0.9994571,0.00005932938,0.00006721793,0.0002439919,0.00003317005,0.0001391579],"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":[0.0005935199,1.954243e-7,0.001261986,0.0004389237,0.00006655169,0.00003493077,0.001042721,0.04935605,0.9034336,0.001040448,0.00004646248,0.04268457],"study_design_scores_gemma":[0.000726558,0.0000844911,0.04398168,0.0001500255,0.00001968804,0.00007486255,0.00003345423,0.01088323,0.9426526,0.00006543122,0.0007692059,0.0005588098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975871,0.00106966,0.00005126562,0.00005684299,0.0005630482,0.0003120914,0.00007500652,0.0002752178,0.000009711345],"genre_scores_gemma":[0.9817737,0.00003420595,0.01797285,0.00001570165,0.00008833451,0.00004004215,0.00001209396,0.00005267467,0.00001035172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0427197,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100104751094769,"score_gpt":0.2376747120838909,"score_spread":0.227664236974414,"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."}}