{"id":"W2490188563","doi":"10.1007/978-3-319-29751-4_25","title":"Finite Element Model Updating of Portage Creek Bridge","year":2016,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bridge (graph theory); Ambient vibration; Christian ministry; Engineering; Civil engineering; Structural engineering; Finite element method","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001881791,0.0004006413,0.0005311365,0.00003433296,0.0001055591,0.00002694653,0.0007057614,0.0003799899,0.00004104528],"category_scores_gemma":[0.00002161261,0.0003443173,0.0008135696,0.00003111832,0.0000796989,0.0001361206,0.0003006792,0.0002907717,7.806053e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939447,"about_ca_system_score_gemma":0.00007037835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006053536,"about_ca_topic_score_gemma":5.18773e-7,"domain_scores_codex":[0.9982623,8.691487e-7,0.0006895519,0.0003161763,0.0003896865,0.0003413892],"domain_scores_gemma":[0.9987475,0.00004091948,0.0005671816,0.0002284252,0.000339895,0.00007612384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000325495,0.00002157099,0.000006875513,0.002583924,0.0004048315,8.771811e-8,0.002620233,0.00005595465,0.1820896,0.8028077,0.005555518,0.003821071],"study_design_scores_gemma":[0.000550092,0.0002899285,0.000003833699,0.00260779,0.0001544496,0.000002937675,0.0007073869,0.09618376,0.758511,0.1390545,0.001186926,0.0007473264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2904252,0.01589294,0.1839899,0.0009856803,0.0158049,0.03876601,0.01315844,0.008265996,0.4327109],"genre_scores_gemma":[0.9707028,0.0003670225,0.0220208,0.00003475261,0.0001476904,0.0001490336,0.00001135942,0.0001585108,0.006408019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6802776,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239995997537873,"score_gpt":0.2830776639327249,"score_spread":0.2406777039573462,"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."}}