{"id":"W3084595660","doi":"10.22215/etd/2012-06941","title":"Comparison of system identification techniques with field vibration data for structural health monitoring of bridges","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Identification (biology); Engineering; Computer science; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.00026626,0.0002623642,0.0006427055,0.0002096156,0.00006964872,0.00002097084,0.000467306,0.0002691615,0.000001997537],"category_scores_gemma":[0.000023818,0.0002356733,0.00004304868,0.0001371182,0.00001319783,0.0003381539,0.00002339351,0.0002047159,2.065197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930203,"about_ca_system_score_gemma":0.00006925296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005308136,"about_ca_topic_score_gemma":0.0000972455,"domain_scores_codex":[0.9981649,0.00002700145,0.001003901,0.0002598388,0.0002967331,0.0002476177],"domain_scores_gemma":[0.9980921,0.0001213419,0.0006986045,0.0007925216,0.0002338552,0.00006164223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00062384,0.00005375775,0.06825912,0.135667,0.0004011578,2.942163e-7,0.004322978,0.0003668698,0.04795559,0.002824649,0.003648223,0.7358765],"study_design_scores_gemma":[0.00009035752,0.0002234285,0.1099806,0.002200635,0.00006547021,0.000001981991,0.00184052,0.004498554,0.8807476,0.00002366297,0.00006934779,0.0002578391],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540229,0.002756019,0.03497187,0.00001997243,0.003165068,0.002791956,0.0003703061,0.001686325,0.0002155533],"genre_scores_gemma":[0.9494101,0.00006723589,0.04740637,8.273835e-7,0.0003663781,0.0001183609,0.002532486,0.00006670799,0.00003152477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.832792,"threshold_uncertainty_score":0.961048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06342053002111754,"score_gpt":0.4053791805167568,"score_spread":0.3419586504956393,"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."}}