{"id":"W4280565334","doi":"10.1002/fam.3071","title":"Load ratio effects on the structural fire behaviour of glass fibre‐reinforced polymer‐reinforced concrete beams with mid‐span bar lap splices – Experimental study","year":2022,"lang":"en","type":"article","venue":"Fire and Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Materials science; Structural engineering; Beam (structure); Span (engineering); Cracking; Composite material; Ultimate load; Reinforced concrete; Steel bar; Glass fiber; Finite element method; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003673214,0.0004789186,0.0003034284,0.0002938977,0.0002755559,0.0001459704,0.0003744703,0.000541813,0.001669965],"category_scores_gemma":[0.0002824854,0.0003029,0.0004704698,0.0001492858,0.0003592685,0.0002034662,0.0002415166,0.0004139172,0.0002426491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918843,"about_ca_system_score_gemma":0.00009909762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009209356,"about_ca_topic_score_gemma":0.001584408,"domain_scores_codex":[0.9996824,0.00004568445,0.00002070332,0.00005993413,0.0001156879,0.00007555142],"domain_scores_gemma":[0.999574,0.0001297832,0.00009864993,0.00004360015,0.0001105285,0.00004334559],"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":[0.0006268717,0.0002927495,0.002205912,0.00004341497,0.00001160633,0.0001046309,0.0001412008,0.001109366,0.9940082,0.00001859517,0.00001326897,0.001424216],"study_design_scores_gemma":[0.00001400223,0.004983494,0.02382342,0.000007749109,0.00003119977,0.00007386827,0.0001593745,0.001829267,0.9688602,0.00001032389,0.0001937204,0.00001333599],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994311,0.00005774253,0.0003031063,0.000002329115,0.000003648775,0.00000916703,0.00003217413,0.000005476756,0.0001552605],"genre_scores_gemma":[0.9989892,0.00008083905,0.0004245695,0.000005681083,0.000002569023,0.00001164168,0.00003995527,0.000003105516,0.0004423677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669965,"threshold_uncertainty_score":0.005586624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007607723552018358,"score_gpt":0.219024925525121,"score_spread":0.2114172019731027,"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."}}