{"id":"W2924682407","doi":"10.1016/j.conbuildmat.2019.03.105","title":"Fiber-reinforced polymers bars for compression reinforcement: A promising alternative to steel bars","year":2019,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"American University of Sharjah; University of Sharjah","keywords":"Materials science; Reinforcement; Composite material; Compression (physics); Fibre-reinforced plastic; Bar (unit); Fiber; Polymer; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000115851,0.0002664055,0.0003507844,0.0001891453,0.0001141206,0.0001910804,0.0001389322,0.0001110965,0.0008034389],"category_scores_gemma":[0.00002542833,0.0002581413,0.0000575552,0.0001022987,0.00005332486,0.0003284593,0.00006877742,0.00007152212,0.00003327299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008725526,"about_ca_system_score_gemma":0.00001606259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002404997,"about_ca_topic_score_gemma":5.868016e-8,"domain_scores_codex":[0.9987794,0.0000160463,0.0004107929,0.0002770973,0.0001686455,0.0003480033],"domain_scores_gemma":[0.9994336,0.0000507479,0.0001020186,0.000205367,0.00006086437,0.0001473784],"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":[0.00008925952,9.820108e-8,0.00001753523,0.0001183923,0.00003375132,5.200638e-7,0.0001311466,0.01397817,0.9674325,0.002134695,0.00004804499,0.01601588],"study_design_scores_gemma":[0.001116567,0.00007702682,0.00009513459,0.0002273221,0.00003200458,0.00003932904,0.0001284882,0.004164366,0.9902825,0.00005332618,0.003430546,0.0003533816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888552,0.00002435824,0.006844644,0.00003199056,0.002111595,0.001115142,0.00004374015,0.0002635912,0.0007097596],"genre_scores_gemma":[0.9786859,0.00001354603,0.02038311,0.00006176298,0.0001321391,0.00006838292,0.00003131338,0.0000471712,0.0005767095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085773518842321,"score_gpt":0.2412808959535144,"score_spread":0.2304231607650912,"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."}}