{"id":"W4311088853","doi":"10.1016/j.conbuildmat.2022.129923","title":"Comparative study on the bond performance of near-surface mounted fiber-reinforced polymer bars","year":2022,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Qatar University","keywords":"Fibre-reinforced plastic; Materials science; Composite material; Adhesive; Bond strength; Scanning electron microscope; Bar (unit); Grout; Slip (aerodynamics); Glass fiber; Polymer; Structural engineering; Layer (electronics)","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":[0.0001504773,0.0001587693,0.000261296,0.00003412948,0.0002960766,0.00006900055,0.0001323095,0.0000286074,0.0008993522],"category_scores_gemma":[0.000005642841,0.0001267151,0.00002708995,0.0001442394,0.0001341235,0.0001006918,0.00007544293,0.0001250237,0.000005777251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004435305,"about_ca_system_score_gemma":0.00001373389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002524078,"about_ca_topic_score_gemma":5.128625e-8,"domain_scores_codex":[0.9991755,0.00004986676,0.0002871873,0.0001354567,0.0001982099,0.0001537836],"domain_scores_gemma":[0.9996035,0.00005521894,0.00009556305,0.0001858364,0.00002735419,0.00003249522],"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":[0.00007535009,6.386775e-7,0.0003094571,0.00001591916,0.00004466623,6.926215e-7,0.0006444019,0.01980068,0.9776688,0.0009196512,0.00006682574,0.0004529396],"study_design_scores_gemma":[0.0004151742,0.0001654668,0.001679982,0.00001487993,0.00002863513,0.00003865167,0.001768262,0.00349875,0.9920444,0.000003201339,0.000189743,0.0001528899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984766,0.00002713788,0.00001157126,0.00001962349,0.0006694656,0.0003671793,0.00003961798,0.0001037245,0.000285108],"genre_scores_gemma":[0.9994797,0.000003768743,0.0003263621,0.00001532258,0.00001956245,0.00002596498,0.000005378671,0.00001440617,0.0001095233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630193,"threshold_uncertainty_score":0.9847276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165793925233446,"score_gpt":0.2476133534285055,"score_spread":0.231033960905161,"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."}}