{"id":"W3007116627","doi":"10.3389/fbuil.2020.00017","title":"Editorial: Structural Health Monitoring of Bridges","year":2020,"lang":"en","type":"editorial","venue":"Frontiers in Built Environment","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bridge (graph theory); Structural health monitoring; Engineering; Forensic engineering; Aeronautics; Construction engineering; Civil engineering; Structural engineering; Medicine","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":[0.003998189,0.004389587,0.002958261,0.004309296,0.002258972,0.00582278,0.003021276,0.01253868,0.03308375],"category_scores_gemma":[0.01730288,0.001077271,0.002382458,0.001443245,0.001491315,0.003763368,0.001449552,0.01172088,0.02755769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185249,"about_ca_system_score_gemma":0.001836491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296842,"about_ca_topic_score_gemma":0.003714079,"domain_scores_codex":[0.9968458,0.0004025879,0.0003746806,0.0004573065,0.001724254,0.0001953747],"domain_scores_gemma":[0.9862733,0.003973671,0.0008148938,0.0003902501,0.006539403,0.00200842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003314845,0.000009025583,0.00001264824,0.0001159744,0.000007757948,0.00005401702,0.000003182462,0.00002122497,0.00004447062,0.0001181779,0.9943423,0.005238061],"study_design_scores_gemma":[0.00005884443,0.00002905738,0.0002568286,0.0003204543,0.00003354809,0.0001740045,0.00001903316,0.0001372721,0.000129145,0.0008379983,0.9979895,0.00001421003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002776464,0.003452671,0.0001496045,0.01664936,0.9771124,0.00002137738,0.0001166474,0.00007857211,0.002391691],"genre_scores_gemma":[0.0004357368,0.004205222,0.0001529391,0.01165519,0.9659017,0.0000327806,0.00009939561,0.00004705336,0.01746998],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03308375,"threshold_uncertainty_score":0.1106762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035206669267459,"score_gpt":0.2614581116652645,"score_spread":0.2511060449725899,"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."}}