{"id":"W2188137078","doi":"10.1002/fam.2345","title":"Creep of prestressing steels in fire","year":2015,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ove Arup Foundation; Royal Academy of Engineering","keywords":"Creep; Structural engineering; Materials science; Stress relaxation; Structural material; Structural integrity; Service life; Stress (linguistics); Forensic engineering; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002821158,0.0001246856,0.0003245368,0.00003532311,0.0000102321,0.00005272487,0.00007819095,0.00008794336,0.00007261765],"category_scores_gemma":[0.00006625888,0.0001172333,0.00001258212,0.00005342495,0.00002905915,0.0001421281,0.00004535005,0.00002755872,0.0000139888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001760254,"about_ca_system_score_gemma":0.00001387243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000202253,"about_ca_topic_score_gemma":0.000005870137,"domain_scores_codex":[0.9992799,0.00005980706,0.0002864533,0.0001137122,0.00008884097,0.0001713568],"domain_scores_gemma":[0.9996813,0.00004461009,0.00004207054,0.0001530534,0.00001860111,0.00006038393],"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":[0.00007656381,0.0000134072,0.0005368287,0.0009461012,0.00002788271,0.00003715814,0.001008221,0.0003544884,0.9838291,0.0001172464,0.003167535,0.009885464],"study_design_scores_gemma":[0.0007745284,0.00008608568,0.004961798,0.000344164,0.00001395533,0.000009409593,0.00005528473,0.0009323657,0.9900178,0.0002644396,0.002304895,0.0002352195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975346,0.0006191271,0.000009296911,0.00001831428,0.0006683142,0.000167632,0.00005077961,0.00009612807,0.0008358462],"genre_scores_gemma":[0.999401,0.0000525506,0.000320799,0.00001216792,0.0001058576,0.00001770461,0.0000122261,0.00002578936,0.00005189242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009650244,"threshold_uncertainty_score":0.4780634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557509284939544,"score_gpt":0.2154813896157896,"score_spread":0.1999062967663941,"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."}}