{"id":"W2108885007","doi":"10.1139/cjce-2013-0025","title":"Performance based seismic assessment of bridges designed according to Canadian Highway Bridge Design Code","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Seismic analysis; Bridge (graph theory); Engineering; Earthquake engineering; Computer science; Civil engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007298373,0.0002541546,0.0004691506,0.001453236,0.00009422785,0.0000628315,0.0004215809,0.00009147133,0.00006181638],"category_scores_gemma":[0.00009031799,0.0002778594,0.0001350778,0.0005566373,0.00001998368,0.0002838944,0.00000620941,0.000288439,0.000007521081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007919798,"about_ca_system_score_gemma":0.001202746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01646605,"about_ca_topic_score_gemma":0.1958869,"domain_scores_codex":[0.9984111,0.00002643338,0.0005446851,0.000135834,0.0002258324,0.0006561768],"domain_scores_gemma":[0.9981932,0.00008927653,0.00009439154,0.0002497335,0.0001777512,0.001195625],"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":[0.000001959399,0.000002013645,0.005875724,0.00008659744,0.00006545884,0.00001916981,0.00008329128,0.9877344,0.002790193,0.00001134655,0.00138987,0.001939995],"study_design_scores_gemma":[0.0002802208,0.00009675342,0.02631007,0.0003374267,0.00005779338,0.00003235197,0.00002759024,0.9623416,0.003811166,0.000001788449,0.006407046,0.000296192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4794468,0.000139111,0.5188843,0.0001918859,0.0005235451,0.00009828789,0.00002109951,0.00003858488,0.0006563697],"genre_scores_gemma":[0.9960619,0.00002426623,0.003375084,0.0002495323,0.0002029098,0.000005616254,0.000004360543,0.00006234162,0.00001399073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.516615,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330809028474802,"score_gpt":0.2053055694273994,"score_spread":0.1919974791426513,"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."}}