{"id":"W4322109827","doi":"10.1016/j.istruc.2023.02.068","title":"Experimental investigation of GFRP-RC beams with Polypropylene fibers and waste granite recycled aggregate","year":2023,"lang":"en","type":"article","venue":"Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Rebar; Fibre-reinforced plastic; Ductility (Earth science); Shear (geology); Ultimate tensile strength; Toughness; Stiffness; Polypropylene; Cracking; Shear strength (soil); Flexural strength; Structural engineering; Creep","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":[],"consensus_categories":[],"category_scores_codex":[0.00002681819,0.0001911053,0.0001859936,0.000140463,0.00005171361,0.00002607136,0.000102235,0.000072745,0.00002633022],"category_scores_gemma":[0.000005409219,0.0001576708,0.00003292077,0.0002632145,0.000147924,0.0001445241,0.0000335077,0.00009756181,0.000001866273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002632982,"about_ca_system_score_gemma":0.0000107521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007117547,"about_ca_topic_score_gemma":0.000001799754,"domain_scores_codex":[0.9992263,0.00001218653,0.00017658,0.0001670584,0.0002006751,0.000217202],"domain_scores_gemma":[0.9996272,0.0000211221,0.00005491879,0.0001818555,0.00002312927,0.00009180496],"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":[0.00004829044,8.017995e-8,0.0009427142,0.00006697737,0.00005895445,0.00001254684,0.001313544,0.003003654,0.9880121,0.0004288533,0.0001555898,0.005956654],"study_design_scores_gemma":[0.0005130988,0.00008600898,0.01195601,0.00004816743,0.00002680918,0.00002513864,0.0004362764,0.001969576,0.9839661,0.0007150747,0.00003996478,0.0002178442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987691,0.0003531657,0.00004038501,0.00001807867,0.0001817114,0.0001355886,0.00002034961,0.0002972502,0.0001843806],"genre_scores_gemma":[0.998118,0.00002757509,0.001638902,0.00001668387,0.00004660563,0.00001141342,0.00004047565,0.0000400327,0.00006029623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101329,"threshold_uncertainty_score":0.642963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009263123230480124,"score_gpt":0.2145900858104154,"score_spread":0.2053269625799353,"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."}}