{"id":"W4401018530","doi":"10.14359/51742108","title":"Use of UHPC H-Piles for an Abutment at the Lily River Detour Bridge in Ontario","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Abutment; Engineering; Forensic engineering; Civil engineering; Geology; Geotechnical 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":[0.0004483553,0.0003493733,0.0002078827,0.0007804708,0.008953199,0.0007725114,0.000919703,0.0008497973,0.008354506],"category_scores_gemma":[0.0007700957,0.0003205643,0.0003465616,0.000590355,0.001697751,0.0003952305,0.001440636,0.0005279907,0.001556444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006609407,"about_ca_system_score_gemma":0.01173094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7069085,"about_ca_topic_score_gemma":0.9576808,"domain_scores_codex":[0.9993528,0.0000436783,0.00001086045,0.00007631898,0.0003523637,0.0001639627],"domain_scores_gemma":[0.9995277,0.00003754883,0.00003106004,0.00005018133,0.0001911712,0.0001624152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002907442,0.00222462,0.3355221,0.0004502001,0.0001264749,0.02140138,0.05951207,0.01008229,0.2290743,0.00434769,0.02157084,0.3127806],"study_design_scores_gemma":[0.0001425227,0.004102247,0.7913407,0.0002214329,0.0001106417,0.003205166,0.05682415,0.007388468,0.04487017,0.0006736987,0.09096816,0.0001526893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722232,0.00004734365,0.001339207,0.0002888617,0.00002283896,0.0001825239,0.0003273347,0.0001324629,0.02543621],"genre_scores_gemma":[0.971773,0.00005922278,0.002494148,0.00004002016,0.000003885894,0.00003685346,0.0002261451,0.00003175283,0.0253349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2930915,"threshold_uncertainty_score":0.5896352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323755445711334,"score_gpt":0.2252353675225444,"score_spread":0.192859822951411,"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."}}