{"id":"W3127652124","doi":"10.2749/vancouver.2017.2141","title":"Seismic collapse safety of RC circular bridge pier retrofitted with fibre reinforced polymer","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Pier; Fibre-reinforced plastic; Retrofitting; Structural engineering; Bridge (graph theory); Seismic retrofit; Reinforced concrete; Engineering; Seismic analysis; Ductility (Earth science); Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197818,0.0002486192,0.000399579,0.00007503408,0.0001472165,0.00005355106,0.0003257895,0.0001497144,0.0001076968],"category_scores_gemma":[0.00006953745,0.0002229396,0.0001248802,0.0001003292,0.0001273724,0.0002801652,0.00006386863,0.000191351,0.00001503011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026028,"about_ca_system_score_gemma":0.00009275553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002584903,"about_ca_topic_score_gemma":0.000001116483,"domain_scores_codex":[0.9985186,0.000006788875,0.0005107982,0.0002414047,0.0003940818,0.0003282762],"domain_scores_gemma":[0.9979044,0.00001560536,0.0003333795,0.001490919,0.000126103,0.0001296451],"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":[0.0004659802,0.000001669765,0.1193532,0.0006672672,0.00118536,0.00842686,0.0006092808,0.03598095,0.8202577,0.0007697848,0.002874016,0.009407923],"study_design_scores_gemma":[0.00149028,0.000113684,0.3730401,0.0002082151,0.0002039363,0.004566928,0.00002928047,0.01716231,0.5992143,0.000006907966,0.003177688,0.0007863267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866325,0.00008315607,0.001938445,0.00004445504,0.0003148733,0.0002697295,0.00001789966,0.0002300003,0.01046899],"genre_scores_gemma":[0.9944596,0.00001576937,0.0003138078,0.00001680113,0.00007062798,0.0000101129,0.0000435151,0.00006028597,0.005009442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2536869,"threshold_uncertainty_score":0.9091213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183500545858341,"score_gpt":0.2314886841911031,"score_spread":0.2196536787325197,"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."}}