{"id":"W7014917412","doi":"","title":"Reinforced concrete structural members strengthened by insulated FRPs perform well in fires","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reinforced concrete; Work (physics); Fire resistance; Compression (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":[0.0005464874,0.000490695,0.0004788641,0.0003007703,0.0008612207,0.0004420246,0.000579596,0.0007725018,0.00363423],"category_scores_gemma":[0.0010236,0.0002317403,0.0003192909,0.0001492179,0.0004403254,0.0007185277,0.0005163119,0.0003900381,0.00141155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327983,"about_ca_system_score_gemma":0.0004771606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008645363,"about_ca_topic_score_gemma":0.03297172,"domain_scores_codex":[0.9997182,0.00003026325,0.000009578324,0.00004392691,0.00008088131,0.0001171256],"domain_scores_gemma":[0.999339,0.0001560041,0.00007903716,0.0001305836,0.000141342,0.000154084],"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":[0.005020802,0.001162578,0.06596782,0.0003055174,0.0001571884,0.0006990842,0.00107368,0.06745171,0.7526911,0.001490878,0.00158836,0.1023913],"study_design_scores_gemma":[0.00009411794,0.008239769,0.2490282,0.00008693569,0.0001401224,0.0003890041,0.003653535,0.06070317,0.6686188,0.0009190006,0.008055034,0.00007226465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964584,0.0000625606,0.0008974639,0.00001698104,0.000009378742,0.000007802981,0.00004046441,0.00003725705,0.002469675],"genre_scores_gemma":[0.9940123,0.00007127255,0.0009170631,0.00001018617,0.000001768407,0.000005989957,0.0001228512,0.00002033973,0.004838142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008645363,"threshold_uncertainty_score":0.01719004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004191607075379473,"score_gpt":0.1930006559782732,"score_spread":0.1888090489028937,"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."}}