{"id":"W2943075607","doi":"10.2749/vancouver.2017.1521","title":"The Existing Champlain Bridge – Assessment Using Refined Analyses","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Girder; Structural engineering; Finite element method; Bridge (graph theory); Engineering; Corrosion; Linear elasticity; Materials science; Composite material","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":[0.0009676459,0.0007085756,0.000398077,0.001765976,0.0003446688,0.0007941308,0.0007423172,0.0008114874,0.002607453],"category_scores_gemma":[0.001261271,0.0004095714,0.0004740879,0.0006655393,0.0004196117,0.0006194023,0.0006314357,0.0003729505,0.0006198962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009594493,"about_ca_system_score_gemma":0.0008786986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03757505,"about_ca_topic_score_gemma":0.0966121,"domain_scores_codex":[0.9995316,0.0000704494,0.00002119299,0.00009575527,0.0002426138,0.00003843847],"domain_scores_gemma":[0.9993798,0.0001147839,0.00005905237,0.00006122009,0.0003655211,0.00001958297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004397956,0.0003706148,0.08133318,0.0002411418,0.0001083452,0.000841641,0.001192812,0.6933905,0.1281773,0.001891779,0.001980608,0.09003226],"study_design_scores_gemma":[0.0000315047,0.0003148696,0.1363518,0.00004338793,0.00005047638,0.0001800417,0.0004670876,0.8479478,0.010918,0.0005126704,0.003120507,0.00006188289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487798,0.00008622093,0.03725177,0.00007304828,0.000009258978,0.0001187778,0.0008818833,0.0003893104,0.01240998],"genre_scores_gemma":[0.9700524,0.00006741918,0.02472864,0.00002339213,0.00000441062,0.00008586158,0.001006552,0.00005870941,0.003972614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03757505,"threshold_uncertainty_score":0.07471269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558428454694347,"score_gpt":0.4212043432392835,"score_spread":0.2653614977698488,"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."}}