{"id":"W4412785997","doi":"10.3390/ma18143367","title":"Bond Behavior of Glass Fiber-Reinforced Polymer (GFRP) Bars Embedded in Concrete: A Review","year":2025,"lang":"en","type":"review","venue":"Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Transports","keywords":"Fibre-reinforced plastic; Embedment; Bond; Bond strength; Reinforcement; Materials science; Composite material; Durability; Bar (unit); Structural engineering; Corrosion; Glass fiber; Adhesive; 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":[0.000807417,0.001259246,0.001580217,0.003197563,0.0003145489,0.001005276,0.001073794,0.001383085,0.002541882],"category_scores_gemma":[0.0009719377,0.0005910216,0.0009441484,0.002600556,0.0004954736,0.001582328,0.0005507507,0.0008177683,0.001207003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384301,"about_ca_system_score_gemma":0.001115795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194229,"about_ca_topic_score_gemma":0.002133645,"domain_scores_codex":[0.9996259,0.00004472385,0.00006794204,0.00009868309,0.0001363597,0.0000264087],"domain_scores_gemma":[0.9992796,0.0003709312,0.0001544606,0.00001906801,0.0001484746,0.00002755358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008943107,0.0002175204,0.0006568321,0.07766036,0.0002022557,0.0002705162,0.0001441284,0.001797585,0.007595995,0.00323113,0.008743696,0.8993905],"study_design_scores_gemma":[0.00001283404,0.0005047473,0.003792681,0.01405908,0.0006922975,0.002040534,0.0002210447,0.0006083347,0.007752929,0.001518878,0.9687111,0.00008555124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005465042,0.9983574,0.0002121106,0.000058838,0.00006836036,0.000005402706,0.00002275332,0.000006747995,0.0007219493],"genre_scores_gemma":[0.001853774,0.9972959,0.0002978806,0.00003986351,0.0000602087,0.000005504789,0.0000300595,0.000002026147,0.0004148017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003197563,"threshold_uncertainty_score":0.008503377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01853697256554633,"score_gpt":0.292951885387991,"score_spread":0.2744149128224447,"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."}}