{"id":"W2078414019","doi":"10.1155/2000/896361","title":"A Highly Accurate and Efficient Analytical Approach to Bridge Deck Free Vibration Analysis","year":2000,"lang":"en","type":"article","venue":"Shock and Vibration","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Structural engineering; Bridge (graph theory); Vibration; Deck; Bridge deck; Engineering; Computer science; Acoustics; Physics","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":[0.00008949913,0.0001243938,0.0001625361,0.0001737132,0.00009765658,0.00008752925,0.00006566328,0.00008022887,0.00001525229],"category_scores_gemma":[0.00001485158,0.0001165238,0.00002823225,0.0004872867,0.00001596747,0.0001402523,0.0000218082,0.00008241555,0.000003465101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004427895,"about_ca_system_score_gemma":0.000007273832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005836364,"about_ca_topic_score_gemma":0.00001535352,"domain_scores_codex":[0.9992588,0.0000225721,0.0002037294,0.0002164391,0.0001282872,0.0001701397],"domain_scores_gemma":[0.9996153,0.00002583376,0.000015609,0.0001954552,0.00002163605,0.0001261928],"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":[0.0004569582,0.0001928149,0.04282735,0.0008806129,0.0008955895,0.000009831318,0.007919049,0.612054,0.01227981,0.01437341,0.007720002,0.3003906],"study_design_scores_gemma":[0.000101662,0.00003608024,0.4512054,0.000006497029,0.00006191748,0.000002436718,0.000008672505,0.5474513,0.0007120551,0.0001407599,0.000157647,0.0001156421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601086,0.00007850464,0.03848891,0.000134598,0.0000478653,0.0002210125,0.00001025011,0.0002936104,0.000616687],"genre_scores_gemma":[0.9924179,0.00005462223,0.007270315,0.00006179169,0.0001099392,0.00002486944,0.00003124141,0.00001276726,0.00001650968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.408378,"threshold_uncertainty_score":0.4751702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951287991911973,"score_gpt":0.2746564839600856,"score_spread":0.2551436040409659,"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."}}