{"id":"W7037862806","doi":"","title":"Fire testing of FRP strengthened reinforced concrete columns","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforced concrete; Fibre-reinforced plastic; Column (typography); Fire resistance; Fire test; Fire performance; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736145,0.0004716192,0.0003181533,0.0003056128,0.0004374684,0.0001724607,0.0004316605,0.0004369104,0.00143017],"category_scores_gemma":[0.0006221042,0.0002431116,0.0003486347,0.0001740277,0.0003651931,0.0002449655,0.0003250033,0.0003609971,0.0002672934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090347,"about_ca_system_score_gemma":0.0001737504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326162,"about_ca_topic_score_gemma":0.006332242,"domain_scores_codex":[0.9996518,0.00003852802,0.00001785677,0.00006597835,0.0001404864,0.00008534538],"domain_scores_gemma":[0.999414,0.0001482281,0.00006678045,0.00006274065,0.0002058427,0.0001023142],"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":[0.0008144587,0.0002257702,0.005978377,0.00008330569,0.0000376731,0.0004615666,0.0001662642,0.006365946,0.9773236,0.00004212746,0.0001095083,0.00839136],"study_design_scores_gemma":[0.00006317446,0.005340186,0.04678392,0.00001735157,0.00003415291,0.0003882571,0.0001786284,0.008401072,0.9380171,0.00003548084,0.0007108116,0.00002989157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990609,0.00003020277,0.000584033,0.000004736138,0.00000480714,0.000009519545,0.00004669705,0.00001798005,0.0002411244],"genre_scores_gemma":[0.997542,0.00005578066,0.001464731,0.00001507,0.00000329664,0.00001143698,0.0001112363,0.00001161099,0.000784739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002326162,"threshold_uncertainty_score":0.004784465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478457829720735,"score_gpt":0.215420028747343,"score_spread":0.1906354504501356,"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."}}