{"id":"W7060845445","doi":"","title":"Performance in fire of fibre reinforced polymer strengthened concrete beams and columns: recent recent and implications for design","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire performance; Conceptual design; Reinforced concrete; Fibre-reinforced plastic; Fire resistance","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":[0.001925831,0.0004249751,0.000383773,0.0004154597,0.000488497,0.0004249893,0.0006045907,0.0005794289,0.00102323],"category_scores_gemma":[0.001545931,0.0002158992,0.0002627273,0.0001977037,0.0004902404,0.0005466744,0.0002902569,0.0003736303,0.0003832071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000478204,"about_ca_system_score_gemma":0.0001968874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001906616,"about_ca_topic_score_gemma":0.004791,"domain_scores_codex":[0.9994202,0.0001059146,0.0000265844,0.00006759331,0.000290922,0.000088851],"domain_scores_gemma":[0.9989232,0.0002614156,0.0001500299,0.00007687482,0.0004688721,0.0001195593],"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":[0.001976604,0.000586971,0.04790046,0.00044993,0.0001149585,0.0003762214,0.000614469,0.03110353,0.8000782,0.0003141904,0.0003667861,0.1161178],"study_design_scores_gemma":[0.00002999337,0.01126248,0.0973774,0.00006728165,0.0001101742,0.0009379584,0.0004324971,0.01185136,0.8748661,0.000121054,0.002873816,0.00006984478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954691,0.0008009707,0.002406375,0.00003336458,0.000009784344,0.0000111008,0.00006171759,0.00004249631,0.001165161],"genre_scores_gemma":[0.9963136,0.0005197495,0.00196293,0.00001151494,0.000006289495,0.000005774113,0.0001312312,0.00001834583,0.001030604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001925831,"threshold_uncertainty_score":0.01018488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535420076966714,"score_gpt":0.2700190061605302,"score_spread":0.244664805390863,"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."}}