{"id":"W2913715231","doi":"10.1142/s021945541950055x","title":"A New Damage Index for Isolated Structures","year":2019,"lang":"en","type":"article","venue":"International Journal of Structural Stability and Dynamics","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Noise (video); Structural engineering; Principal component analysis; Structural health monitoring; Computer science; Frame (networking); Base (topology); Mathematics; Engineering; Artificial intelligence","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":[0.0005415202,0.0008519527,0.0007058121,0.004355842,0.0002752156,0.0007149295,0.0006594675,0.0009004935,0.001680435],"category_scores_gemma":[0.00198877,0.0001864871,0.0004927666,0.001343132,0.0003592154,0.001829679,0.000708547,0.000477286,0.0007207752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095318,"about_ca_system_score_gemma":0.0002953973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007756304,"about_ca_topic_score_gemma":0.001126216,"domain_scores_codex":[0.9991026,0.00005733588,0.00007420947,0.0001597534,0.0005538278,0.00005236367],"domain_scores_gemma":[0.9988946,0.0002166866,0.0002906263,0.0001024373,0.0004229115,0.00007265344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000437424,0.0003720943,0.05675307,0.0008557642,0.0002342137,0.0003812781,0.000288202,0.08649339,0.1853558,0.005467776,0.005513478,0.6578475],"study_design_scores_gemma":[0.00005689737,0.001390607,0.1719055,0.0001820993,0.0002685524,0.002292504,0.0003375893,0.7008917,0.09136658,0.005085962,0.02591037,0.0003117063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2219592,0.003633898,0.7610689,0.0001274915,0.0003298291,0.0003083951,0.001537246,0.001611037,0.009423937],"genre_scores_gemma":[0.8164649,0.001038872,0.1768074,0.00007141048,0.0001176125,0.0002147335,0.00162286,0.00006999214,0.003592152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004355842,"threshold_uncertainty_score":0.005621612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009745098959504747,"score_gpt":0.2790972515457366,"score_spread":0.2693521525862318,"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."}}