{"id":"W4296015339","doi":"10.1007/978-3-031-09409-5_10","title":"Effects of Load Level on the Structural Fire Behaviour of GFRP-Reinforced Concrete Beams with Straight-End bar Lap Splices","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Fibre-reinforced plastic; Structural engineering; Beam (structure); Materials science; Bar (unit); Reinforcement; Composite material; Steel bar; Reinforced concrete; Fire resistance; Ultimate load; Engineering; Finite element method; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004890896,0.0002692064,0.0003469187,0.0003897378,0.0003481401,0.0004278206,0.0005160024,0.000493657,0.005965343],"category_scores_gemma":[0.001606581,0.0003096599,0.0004200492,0.0002473557,0.0006651747,0.0004066343,0.0003246794,0.0003771601,0.0007414755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211899,"about_ca_system_score_gemma":0.0001659511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814935,"about_ca_topic_score_gemma":0.002540601,"domain_scores_codex":[0.999729,0.00006125883,0.000008365367,0.0000292799,0.0001052598,0.00006692208],"domain_scores_gemma":[0.9974136,0.001932918,0.0001422522,0.000106576,0.0002711514,0.0001336985],"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":[0.008132129,0.0007562759,0.009529803,0.0001724615,0.00005959291,0.000671681,0.0004780611,0.09091675,0.8653734,0.0009391518,0.000549538,0.02242107],"study_design_scores_gemma":[0.000125435,0.004122171,0.07102951,0.00005444639,0.0001493418,0.0003719799,0.000674403,0.1900035,0.7319497,0.0006074876,0.000834524,0.00007742328],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962279,0.0001140091,0.001068018,0.00002022292,0.000008921159,0.00000386219,0.00007451033,0.00005342542,0.002429076],"genre_scores_gemma":[0.9986957,0.00004671244,0.0001764273,0.000007303835,0.000003211159,0.000002054926,0.00005180013,0.00002371379,0.0009931232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005965343,"threshold_uncertainty_score":0.01995611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008870319318163514,"score_gpt":0.1943073361838747,"score_spread":0.1854370168657112,"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."}}