{"id":"W7043330413","doi":"","title":"STR-814: LESSONS LEARNED FROM THE NAIRN AVENUE OVERPASS CONCRETE GIRDER & PIER REPAIRS","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Pier; Deck; Precast concrete; Girder; Pile cap; Expansion joint; Prestressed concrete; Cracking","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":[0.01092897,0.0007755137,0.0004330974,0.001145385,0.003803408,0.00440395,0.005110814,0.00394396,0.0109143],"category_scores_gemma":[0.01314314,0.0004701736,0.0004108711,0.0007571681,0.001588442,0.003294919,0.002429166,0.004340135,0.003174767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004945749,"about_ca_system_score_gemma":0.0113632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04818671,"about_ca_topic_score_gemma":0.1865379,"domain_scores_codex":[0.9960316,0.001405294,0.0002371577,0.0003785614,0.001407716,0.0005397405],"domain_scores_gemma":[0.9887576,0.003042285,0.000414202,0.0003419817,0.004381087,0.003062984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001539951,0.00250159,0.009136537,0.001041864,0.00002451826,0.004567232,0.02012343,0.005696857,0.001711008,0.004380751,0.2336108,0.7170513],"study_design_scores_gemma":[0.00008926674,0.001570188,0.02654027,0.004369695,0.00003513457,0.003086358,0.1215993,0.003757021,0.002189028,0.006864694,0.829717,0.000182017],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3087145,0.04298122,0.02887211,0.3610922,0.008943139,0.001602406,0.001520355,0.001586177,0.2446879],"genre_scores_gemma":[0.656242,0.07341618,0.0796301,0.0305511,0.003497907,0.0005269985,0.001563965,0.0008385844,0.1537332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9518133,"threshold_uncertainty_score":0.0958125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1388981330425876,"score_gpt":0.3106206136265847,"score_spread":0.1717224805839972,"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."}}