{"id":"W1146948018","doi":"","title":"Vibration characterisation of aluminium pedestrian bridges","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Aluminium; Vibration; Structural engineering; Engineering; Materials science; Acoustics; Transport engineering; Physics; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005604606,0.0001767224,0.000356239,0.0003023217,0.00004320999,0.0000112313,0.0001526336,0.0002216758,0.0001684875],"category_scores_gemma":[0.000007958542,0.0002188071,0.0001476208,0.0001616063,0.00002827412,0.0001742146,0.000007844457,0.0001222376,0.00001632357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004231439,"about_ca_system_score_gemma":0.00001810641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770502,"about_ca_topic_score_gemma":0.004798089,"domain_scores_codex":[0.9993663,0.0000201884,0.0001669367,0.0001514281,0.0001774668,0.0001176102],"domain_scores_gemma":[0.9994715,0.00001754407,0.0001664919,0.0001954083,0.000099956,0.00004902764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003899208,0.00008241904,0.0009217194,0.008501874,0.001661337,0.00001329174,0.1649124,0.2163153,0.5332864,0.0009942624,0.004886023,0.06803507],"study_design_scores_gemma":[0.001761028,0.0002713683,0.1770554,0.0007406067,0.001135897,0.000003968904,0.1030347,0.448869,0.2636152,0.00007785857,0.001867873,0.00156705],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966866,0.00004214942,0.002248193,0.00005273822,0.0003782879,0.00009339036,0.00002856978,0.0001270757,0.0003430066],"genre_scores_gemma":[0.9729161,0.0001314447,0.0005372876,0.000002071801,0.00005136392,2.754992e-7,0.001272478,0.00002697312,0.02506198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2696712,"threshold_uncertainty_score":0.8922693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063227501360792,"score_gpt":0.1765537829319688,"score_spread":0.1702310327958896,"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."}}