{"id":"W2471760177","doi":"10.14359/51682371","title":"FRP Retrofit for a Historic Arch Bridge in Southern Ontario","year":2011,"lang":"en","type":"article","venue":"","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Arch; Fibre-reinforced plastic; Arch bridge; Forensic engineering; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003432115,0.0001735153,0.0001794455,0.000664503,0.004957035,0.001088488,0.0008281766,0.0006262151,0.01111897],"category_scores_gemma":[0.0006350181,0.0002059452,0.0002392312,0.0006989531,0.0006896874,0.000321507,0.0007157039,0.0005855142,0.001809428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009754829,"about_ca_system_score_gemma":0.01062104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8082184,"about_ca_topic_score_gemma":0.9734871,"domain_scores_codex":[0.9995695,0.00001332369,0.000008369641,0.00003766251,0.0002837034,0.00008745754],"domain_scores_gemma":[0.9996264,0.00001116052,0.0000184717,0.0000312968,0.000240978,0.00007170066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002094031,0.001003867,0.4123653,0.0002417125,0.0000879606,0.01574637,0.01686002,0.01514591,0.09988544,0.008429345,0.05944677,0.3686932],"study_design_scores_gemma":[0.00006024292,0.0006970542,0.8026,0.00005625651,0.00005070447,0.00160688,0.01965727,0.006119765,0.009652311,0.0003951394,0.1590587,0.00004559776],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498812,0.00004734452,0.0008048987,0.0003208119,0.00004481754,0.0000778122,0.0004683651,0.0001458062,0.04820898],"genre_scores_gemma":[0.892809,0.00007851871,0.001296973,0.00003956084,0.000008490621,0.00001952864,0.000477828,0.00005029359,0.1052197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1917816,"threshold_uncertainty_score":0.3858221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.063718821944369,"score_gpt":0.2118553137308603,"score_spread":0.1481364917864914,"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."}}