{"id":"W2583072850","doi":"10.1680/jcoma.16.00032","title":"The bond between glass-fibre-reinforced polymer bars and ultra-high-strength concrete","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Construction Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ministère des Transports","keywords":"Embedment; Materials science; Composite material; Bond strength; Bar (unit); Slip (aerodynamics); Bond; Adhesive; Engineering; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002564076,0.0003027936,0.0004499003,0.000103354,0.0004871462,0.0002441266,0.0006150377,0.0001854336,0.00002581501],"category_scores_gemma":[0.0002449527,0.0002173075,0.0001048911,0.0001041674,0.001162707,0.0007631957,0.00009550113,0.0001729413,0.000002017711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006029923,"about_ca_system_score_gemma":0.00004150707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000796458,"about_ca_topic_score_gemma":7.000783e-7,"domain_scores_codex":[0.9984812,0.000005659446,0.0006701153,0.0001924652,0.0003466356,0.0003039244],"domain_scores_gemma":[0.998772,0.00006009401,0.0005477272,0.0003228341,0.0002033329,0.00009405611],"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":[0.000032335,9.346392e-8,0.0005504927,0.0001761822,0.0001131219,2.006527e-7,0.00008891179,0.0001981892,0.9358708,0.06179643,0.00007979597,0.00109346],"study_design_scores_gemma":[0.0006376554,0.00003022018,0.004025362,0.0001683029,0.0001257042,0.00005570872,0.0001404117,0.0001732588,0.9939278,0.0001594677,0.0003169118,0.0002391677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948971,0.0001024294,0.0001439813,0.0001081847,0.001974753,0.0003533869,0.0001191247,0.000139264,0.002161761],"genre_scores_gemma":[0.9989373,0.0001352168,0.0006178602,0.000004749868,0.0001686284,0.00001817717,0.000005500096,0.00002837977,0.00008415213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06163697,"threshold_uncertainty_score":0.8861544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007389882513988236,"score_gpt":0.2048013785818247,"score_spread":0.1974114960678364,"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."}}