{"id":"W3111193119","doi":"10.21838/uhpc.2016.99","title":"Pier Repair/Retrofit Using UHPC—Examples of Completed Projects in North America","year":2016,"lang":"en","type":"article","venue":"","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pier; Precast concrete; Engineering; Bridge (graph theory); Upgrade; Civil engineering; Architectural engineering; Forensic engineering; Construction engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007645843,0.0001082126,0.0002166132,0.00009676732,0.00001419951,0.000004444068,0.00008412256,0.00003658003,0.0004816337],"category_scores_gemma":[0.0001032456,0.00007481738,0.00006966773,0.0003218389,0.00005952753,0.00007694676,0.00003918833,0.00005312423,0.00001658371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007541548,"about_ca_system_score_gemma":0.00002156163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953851,"about_ca_topic_score_gemma":0.0007985205,"domain_scores_codex":[0.9992222,0.00002850098,0.0002829154,0.0001615508,0.0001106987,0.0001940973],"domain_scores_gemma":[0.9994696,0.0001177891,0.00002994488,0.000289315,0.00004242514,0.00005088674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004334445,0.00002848096,0.7516782,0.0001447534,0.0000184966,0.000006451099,0.0004762011,0.0007068896,0.226018,0.0001240456,0.0007046285,0.02005053],"study_design_scores_gemma":[0.002000833,0.0001683695,0.7203359,0.00020118,0.00002687054,0.000007526091,0.0004500424,0.2375161,0.02410079,0.00005951237,0.0143293,0.0008035097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914975,0.0000392769,0.006314192,0.00002244205,0.00008056717,0.0001574767,0.00001500847,0.0002845558,0.001588978],"genre_scores_gemma":[0.9970622,0.00001565721,0.002794451,0.00003101655,0.00001406492,0.000005113334,0.000002559065,0.00001478057,0.00006016744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368093,"threshold_uncertainty_score":0.5273551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421709771025855,"score_gpt":0.2347168676461923,"score_spread":0.1925458905436068,"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."}}