{"id":"W4386126688","doi":"10.32920/24026694.v1","title":"GFRP Bars Anchorage Resistance in a GFRP-Reinforced Concrete Bridge Barrier","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Pultrall","keywords":"Fibre-reinforced plastic; Structural engineering; Deck; Bridge deck; Bridge (graph theory); Bending moment; Engineering; Finite element method; Joint (building); Bending; Bent molecular geometry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003327273,0.0002260758,0.0002063782,0.0003000938,0.0002068271,0.0002434732,0.0004670406,0.0004303177,0.0006058906],"category_scores_gemma":[0.0007663691,0.0001805549,0.0001952855,0.0001552097,0.0003424501,0.0002567794,0.0002856404,0.0002513274,0.0001983489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385915,"about_ca_system_score_gemma":0.000226483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721143,"about_ca_topic_score_gemma":0.002535204,"domain_scores_codex":[0.999622,0.00005717464,0.00001477133,0.00006914556,0.000182653,0.00005426656],"domain_scores_gemma":[0.9995435,0.00009534726,0.000146461,0.00005596672,0.0001216859,0.00003704463],"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":[0.000378007,0.0001162505,0.004306784,0.00009327572,0.00001453616,0.0003347686,0.0001276211,0.03193868,0.9566334,0.0003201179,0.0000504727,0.005686072],"study_design_scores_gemma":[0.00004462407,0.002743623,0.02798167,0.0000248287,0.00006389555,0.0002025467,0.0003255977,0.1234159,0.8438591,0.0001413366,0.001164351,0.00003244112],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976095,0.00004025148,0.001968567,0.00000542808,0.000004533078,0.000006356433,0.0000170056,0.00002402854,0.0003242978],"genre_scores_gemma":[0.9984437,0.00002961442,0.001218846,0.000001464827,6.114763e-7,0.000003580303,0.00001281686,0.00000279218,0.0002865931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001721143,"threshold_uncertainty_score":0.00342226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271829196996673,"score_gpt":0.2490743503560216,"score_spread":0.2263560583860548,"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."}}