{"id":"W4379380875","doi":"10.21838/uhpc.16727","title":"The First UHPC Piles Project in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abutment; Engineering; Pile; Bridge (graph theory); Bedrock; Christian ministry; Geotechnical engineering; Civil engineering; Geology","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":[0.00005272392,0.00004567063,0.00005279527,0.00003968544,0.00005156029,0.00001249655,0.00006018815,0.00001400184,0.0001494364],"category_scores_gemma":[0.000003477834,0.00003141905,0.00002016344,0.0003359939,0.00000497337,0.00004044977,0.00000199434,0.00006722395,0.00001706022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154145,"about_ca_system_score_gemma":0.00014553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905378,"about_ca_topic_score_gemma":0.9999899,"domain_scores_codex":[0.9996374,0.000002335968,0.0001053121,0.00004099128,0.0000824384,0.0001315744],"domain_scores_gemma":[0.9998517,0.00004537812,0.000004734083,0.0000764238,0.000006024103,0.00001575044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001445343,0.000008478951,0.4415486,0.00003675028,0.0001648074,0.00004658331,0.00364083,0.3123352,0.00005170293,0.001125945,0.2376707,0.003355937],"study_design_scores_gemma":[0.00006745311,0.000002024584,0.7505051,0.000003628064,0.000004151396,1.629904e-7,0.0003634153,0.0053416,0.00006923509,0.00001855824,0.2435688,0.00005584509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695401,0.0000534092,0.0001617712,0.001246327,0.0002501555,0.0001269864,0.0000082651,0.0002860616,0.02832695],"genre_scores_gemma":[0.9970856,0.00004687761,0.00001116073,0.00004576621,0.000006938338,0.000009035068,0.00001440844,0.000005755001,0.002774504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3089565,"threshold_uncertainty_score":0.1636223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111886939332533,"score_gpt":0.1936690316726731,"score_spread":0.1825501622793478,"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."}}