{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000371838,0.0004130833,0.0006569001,0.0004536318,0.0002681551,0.0008019907,0.001609649,0.001447581,0.006327833],"category_scores_gemma":[0.001240954,0.0005530927,0.0004335585,0.0003854629,0.0002941736,0.0007020831,0.0005997387,0.0006489744,0.0010628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866933,"about_ca_system_score_gemma":0.0004618479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006490335,"about_ca_topic_score_gemma":0.009937296,"domain_scores_codex":[0.9998184,0.00005038268,0.00001267234,0.00002982514,0.00007893675,0.000009955969],"domain_scores_gemma":[0.999667,0.0001199589,0.00002734877,0.00005858172,0.0001126579,0.0000145666],"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":[0.00006832566,0.00008491305,0.0007356672,0.00008904821,0.00002243587,0.00009874257,0.0001186588,0.901862,0.005746055,0.003995748,0.003905505,0.08327291],"study_design_scores_gemma":[0.000002759051,0.00000666271,0.00009396443,0.000005251241,0.000002136583,0.00001184097,0.00001016846,0.9978549,0.0003740606,0.0003698484,0.00126582,0.000002555414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0637616,0.0006321319,0.9090119,0.0005775217,0.0003242747,0.00007823604,0.0003193585,0.001086013,0.02420903],"genre_scores_gemma":[0.6958566,0.0006198373,0.2655046,0.000242941,0.00008664592,0.0001557408,0.0007657156,0.0005966368,0.03617126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006490335,"threshold_uncertainty_score":0.02116871,"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."}}