{"id":"W3192783114","doi":"10.21838/uhpc.2016.124","title":"Application of Ultra High Performance Concrete in Expediting the Replacement and Rehabilitation of Highway Bridges","year":2016,"lang":"en","type":"article","venue":"","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Precast concrete; Pier; Durability; Structural engineering; Prestressed concrete; Culvert; Deck; Engineering; Formwork; Christian ministry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002811302,0.0001707303,0.00008581837,0.0005061202,0.0005296142,0.0004071446,0.00036454,0.0002338375,0.0008835681],"category_scores_gemma":[0.0002959486,0.0001308192,0.000107477,0.0003164445,0.0005228005,0.0002304582,0.0004527075,0.0001963194,0.0001154461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009474282,"about_ca_system_score_gemma":0.001159166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0285225,"about_ca_topic_score_gemma":0.1557837,"domain_scores_codex":[0.9996827,0.00003663872,0.0000136031,0.00003850137,0.0001835449,0.00004508363],"domain_scores_gemma":[0.9998589,0.00001585737,0.00002657013,0.00001990204,0.0000545667,0.00002422886],"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":[0.0002135809,0.0001325275,0.01861933,0.0002172826,0.00001302967,0.0009255321,0.0008520553,0.008673373,0.842054,0.000971853,0.0004399278,0.1268874],"study_design_scores_gemma":[0.00003573432,0.002514485,0.09609319,0.0001039159,0.00006207726,0.002247849,0.001326706,0.0135175,0.8568248,0.0002734769,0.02694853,0.00005173109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798338,0.0008607423,0.0127956,0.00009616079,0.00001736609,0.00008599862,0.00003060491,0.0001208352,0.006158961],"genre_scores_gemma":[0.9892084,0.0003174527,0.009041733,0.00001359101,0.000002268548,0.000005587675,0.0000175394,0.000006124057,0.001387214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0285225,"threshold_uncertainty_score":0.05671293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003160930110963963,"score_gpt":0.1932988767161146,"score_spread":0.1901379466051507,"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."}}