{"id":"W3042506108","doi":"10.1680/jstbu.19.00230","title":"Bond characteristics of glass-fibre-reinforced polymer bars in high-strength concrete","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Structures and Buildings","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Embedment; Materials science; Bond strength; Composite material; Bar (unit); Fibre-reinforced plastic; Concrete cover; Steel bar; Polymer; Bond; Bonding strength; Structural engineering; Reinforced concrete; Adhesive; Layer (electronics); Engineering; 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":[0.0005887951,0.0004284316,0.0001684718,0.0004114304,0.0002026279,0.0002016886,0.0002492263,0.000425508,0.001145476],"category_scores_gemma":[0.0008633166,0.0002950027,0.0002480184,0.0002024079,0.0002799957,0.0003786772,0.0002335156,0.0004036066,0.0003482811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734598,"about_ca_system_score_gemma":0.0001375199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008730241,"about_ca_topic_score_gemma":0.002365634,"domain_scores_codex":[0.9995809,0.00007925242,0.00001903154,0.0000606377,0.0002195322,0.00004066847],"domain_scores_gemma":[0.9989508,0.0003012737,0.0003277001,0.00005483856,0.0002700196,0.0000953449],"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":[0.0003779707,0.00006937546,0.00739185,0.00006424257,0.00001775848,0.00009140425,0.0002213917,0.001787639,0.9850638,0.0000523329,0.00001946096,0.004842777],"study_design_scores_gemma":[0.00001261394,0.003991932,0.0891046,0.00001480049,0.00006630465,0.0001998871,0.0003585373,0.005940105,0.8996732,0.00004144576,0.0005689032,0.00002762969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998516,0.0001440682,0.001016762,0.000002690719,0.000003163112,0.000007611082,0.00003351292,0.0000082998,0.0002678803],"genre_scores_gemma":[0.9987385,0.00007996912,0.0005311936,0.000002497556,0.000001350291,0.000004256208,0.00004983013,0.00000535446,0.0005871999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001145476,"threshold_uncertainty_score":0.003832042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006230447725344838,"score_gpt":0.1882638063943024,"score_spread":0.1820333586689575,"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."}}