{"id":"W780276202","doi":"","title":"Seismic performance-based design of bridges with quantitative local performance criteria","year":2010,"lang":"en","type":"article","venue":"Research Online (University of Wollongong)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bridge (graph theory); Code (set theory); Relation (database); Seismic analysis; Computer science; Engineering; Reliability engineering; Civil engineering; Data mining","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006280009,0.0001608424,0.0003403407,0.0006210763,0.0001800952,0.0000116317,0.0004854079,0.0001088088,0.0001671727],"category_scores_gemma":[0.00001993555,0.0001627776,0.0000778152,0.0009398226,0.0007020215,0.0004353319,0.00006253317,0.0005940191,0.00002542624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005959122,"about_ca_system_score_gemma":0.0002073189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003034508,"about_ca_topic_score_gemma":0.0001644401,"domain_scores_codex":[0.9985917,0.00006373824,0.0001662096,0.0002177758,0.0005387844,0.0004218401],"domain_scores_gemma":[0.9988648,0.0001471342,0.00005990023,0.000363948,0.000439463,0.000124778],"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":[0.0009329728,0.0003237777,0.02010672,0.0009580681,0.0002917863,0.00002652015,0.001463009,0.9087939,0.03832064,0.00003786107,0.00107033,0.02767439],"study_design_scores_gemma":[0.0007513136,0.0005426474,0.03381837,0.0001477918,0.00003457794,0.000004534517,0.002151797,0.9513714,0.01050719,0.000003254382,0.0004918489,0.0001753138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375035,0.00004734373,0.06179987,0.0001507608,0.00003913756,0.0001510415,0.00004487801,0.00006385466,0.0001996711],"genre_scores_gemma":[0.9885944,0.0003781164,0.01072881,0.000007771873,0.00002987429,7.901054e-7,0.00004191178,0.00002252946,0.0001958351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05109092,"threshold_uncertainty_score":0.6637878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456028738676864,"score_gpt":0.2851377490226725,"score_spread":0.2405774616359038,"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."}}