{"id":"W3134766868","doi":"10.2749/newyork.2019.2131","title":"Damage Assessment of a continuous Hollow Core Deck Bridge subjected to ASR","year":2019,"lang":"en","type":"article","venue":"Report","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Structural engineering; Deck; Retrofitting; Cracking; Finite element method; Bridge (graph theory); Bridge deck; Expansion joint; Nonlinear system; Sensitivity (control systems); Residual; Computer science; Materials science; Engineering; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003342541,0.0004274799,0.0006212341,0.0006172212,0.0004191672,0.0004788426,0.0005601061,0.00116659,0.001303121],"category_scores_gemma":[0.0003652716,0.0001937822,0.0004043886,0.000261524,0.0005041026,0.0002580411,0.0004417641,0.0002806955,0.0002475258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829786,"about_ca_system_score_gemma":0.0002860459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003286161,"about_ca_topic_score_gemma":0.005385262,"domain_scores_codex":[0.9998179,0.00002012468,0.00001053376,0.00004023089,0.00007514708,0.00003621238],"domain_scores_gemma":[0.9997817,0.00006828966,0.00003526546,0.00002988771,0.00005443327,0.00003044033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001429999,0.0006308553,0.04336809,0.0003268427,0.0001114957,0.006476212,0.0008730338,0.3632548,0.5551673,0.000766316,0.0006398686,0.02695516],"study_design_scores_gemma":[0.0000467353,0.004317238,0.1822459,0.00004568194,0.0001025693,0.001824448,0.001441638,0.6838694,0.1243408,0.0004447842,0.001239576,0.00008112881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998432,0.00002641139,0.0007913841,0.00001209767,0.000005194342,0.00001488664,0.00008090406,0.00002024199,0.0006168095],"genre_scores_gemma":[0.9989328,0.00002818145,0.0004241696,0.000004876687,9.193659e-7,0.000005018363,0.00005425878,0.000002587256,0.0005472039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003286161,"threshold_uncertainty_score":0.00653404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770903116330553,"score_gpt":0.2840890312462755,"score_spread":0.26638000008297,"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."}}