{"id":"W2287718677","doi":"","title":"Improved Simplified Methods for Effective Seismic Analysis and Design of Isolated and Damped Bridges in Western and Eastern North America","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Outstanding Youth Science Fund Project of National Natural Science Foundation of China; University of Toronto; Strong","keywords":"Seismic analysis; Engineering; Seismic hazard; Range (aeronautics); Bridge (graph theory); Parametric statistics; Structural engineering; Nonlinear system; Code (set theory); Design methods; Civil engineering; Building code; Computer science; Mechanical engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006592959,0.0008108442,0.0004562452,0.0007084913,0.0003379952,0.0008357223,0.0009438934,0.0004518018,0.003061067],"category_scores_gemma":[0.002001187,0.0005235074,0.0005900371,0.0004276869,0.0003925642,0.0004674018,0.0006960625,0.0006041958,0.0005352484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009951427,"about_ca_system_score_gemma":0.002151034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016372,"about_ca_topic_score_gemma":0.02940368,"domain_scores_codex":[0.9996178,0.0001167516,0.00002065237,0.00003187921,0.0001899669,0.00002298439],"domain_scores_gemma":[0.9994561,0.0001659608,0.00006795544,0.00006136553,0.0002330474,0.00001564037],"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":[0.00003464715,0.00003212324,0.0006860378,0.0001148893,0.00002034935,0.0000808145,0.0001780224,0.8789014,0.01069931,0.01873853,0.001512168,0.0890017],"study_design_scores_gemma":[0.000009568348,0.00002144743,0.0002257539,0.00001143328,0.000006366998,0.00001516944,0.00002102744,0.99253,0.001076374,0.00176374,0.004312523,0.000006513774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01412709,0.00008578883,0.9812514,0.00003853755,0.00001836337,0.00006670067,0.00006914177,0.0002295169,0.004113568],"genre_scores_gemma":[0.2571537,0.000458446,0.7327558,0.00005695072,0.00002717629,0.0004984827,0.0003733666,0.0002148365,0.00846123],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.016372,"threshold_uncertainty_score":0.03255337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146287119453137,"score_gpt":0.2718237326421644,"score_spread":0.260360861447633,"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."}}