{"id":"W2557341320","doi":"","title":"Performance and Assessment of Rehabilitated Steel Culverts","year":2016,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Culvert; Forensic engineering; Engineering; Environmental science; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003938642,0.0006328376,0.0004396193,0.0003275806,0.0003011482,0.0003300083,0.0005937184,0.0005314,0.001601602],"category_scores_gemma":[0.0006162432,0.0001667442,0.0003169904,0.0001830315,0.0003333636,0.0002291673,0.0003281945,0.0002916124,0.0005326673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682091,"about_ca_system_score_gemma":0.0002049166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894396,"about_ca_topic_score_gemma":0.006402577,"domain_scores_codex":[0.999605,0.00004671793,0.00002560737,0.00008633468,0.0001707481,0.00006558494],"domain_scores_gemma":[0.9996161,0.00003136517,0.00008308647,0.00003877601,0.0001599109,0.00007074521],"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":[0.0006749336,0.0007591095,0.02987164,0.0001972287,0.00005533771,0.0005519259,0.0006034768,0.004631934,0.9206999,0.00004519126,0.0001397288,0.04176969],"study_design_scores_gemma":[0.00005265305,0.03286203,0.4750556,0.00007151505,0.0001271082,0.001353996,0.001697849,0.01112199,0.4743634,0.00009053015,0.003140496,0.00006293871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999341,0.00003501208,0.000347771,0.000004207393,0.00000179111,0.000009046403,0.00001977494,0.00001017398,0.000231236],"genre_scores_gemma":[0.9973067,0.00005579559,0.001308822,0.000008504401,0.000001570889,0.000005900768,0.0001207212,0.000006866153,0.001185249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894396,"threshold_uncertainty_score":0.005357921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00360433739432362,"score_gpt":0.1657036398900518,"score_spread":0.1620993024957282,"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."}}