{"id":"W33794194","doi":"10.1007/978-1-4419-9825-5_4","title":"Structural Health Monitoring of Bridges in British Columbia, Canada","year":2011,"lang":"en","type":"book-chapter","venue":"Conference proceedings of the Society for Experimental Mechanics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Transportation of Ontario; University of British Columbia","funders":"","keywords":"Bridge (graph theory); Upload; Instrumentation (computer programming); Christian ministry; Key (lock); Engineering; Event (particle physics); Structural health monitoring; Warning system; Forensic engineering; Computer science; Computer security; Construction engineering; Telecommunications; World Wide Web; Electrical engineering; Political science; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003259972,0.0003128886,0.000286955,0.001978818,0.002497435,0.001073655,0.001217867,0.0005469212,0.002767312],"category_scores_gemma":[0.001036192,0.0002801546,0.0001378026,0.003717869,0.0005427951,0.0002898484,0.0004831393,0.0004573074,0.0004062587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01711745,"about_ca_system_score_gemma":0.02188703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994705,"about_ca_topic_score_gemma":0.9992156,"domain_scores_codex":[0.999619,0.00001572373,0.00001166994,0.0000535187,0.000204622,0.00009538384],"domain_scores_gemma":[0.9993262,0.00004086054,0.00003164277,0.00001588188,0.0005224298,0.00006303332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002812691,0.000216404,0.3554884,0.0003846305,0.00009436227,0.001183071,0.007651958,0.01896079,0.008902571,0.002878577,0.06024792,0.5437101],"study_design_scores_gemma":[0.00001296289,0.00003856497,0.9456817,0.0001446871,0.00002788349,0.000139178,0.00419357,0.01271978,0.001270111,0.0003955215,0.03532978,0.00004625105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392127,0.00419419,0.002654484,0.001573755,0.00007619892,0.0001327496,0.007960145,0.0001867886,0.04400896],"genre_scores_gemma":[0.9520093,0.001624644,0.002517985,0.00009066583,0.00001120559,0.00002956136,0.002635234,0.0000341105,0.04104743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711745,"threshold_uncertainty_score":0.1241964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190175049251291,"score_gpt":0.2545170189960874,"score_spread":0.2226152685035745,"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."}}