{"id":"W2027801351","doi":"10.1139/cjce-2011-0052","title":"Assessment of seismic vulnerability of typical Quebec city bridges considering the site-specific amplification effects","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"École de technologie supérieure","keywords":"Vulnerability assessment; Vulnerability (computing); Seismic risk; Seismology; Forensic engineering; Engineering; Civil engineering; Geology; Environmental science; Geography; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003102423,0.0001327021,0.0003230091,0.0002384631,0.00004053972,0.0000331362,0.0001807084,0.00005095363,0.0001295371],"category_scores_gemma":[0.00007261062,0.0001103123,0.0001337079,0.0002234294,0.00005945789,0.0001782456,0.000007908094,0.0002978082,0.000002706812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184214,"about_ca_system_score_gemma":0.0001748512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152087,"about_ca_topic_score_gemma":0.0263609,"domain_scores_codex":[0.9990241,0.00002213084,0.0004893865,0.00007927696,0.0001567325,0.0002283639],"domain_scores_gemma":[0.9991176,0.0001738698,0.0001201175,0.0002314013,0.0001576951,0.0001993383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000001186296,0.000007446096,0.02192796,0.0002190514,0.0001019103,0.000004928409,0.0002976035,0.9451398,0.02870849,0.0001437381,0.0007469018,0.002700996],"study_design_scores_gemma":[0.0002606443,0.00003122005,0.5236946,0.0002559659,0.00006071602,0.00003120638,0.0001379579,0.4626867,0.009908912,0.00005369513,0.002683151,0.0001952183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521009,0.0007897602,0.04644032,0.00009509751,0.0002630354,0.00007214946,0.000005603618,0.00001419367,0.00021893],"genre_scores_gemma":[0.9993875,0.00006125877,0.0003979691,0.00001861902,0.00009852032,0.000005015591,0.000002137232,0.00001730422,0.00001168752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5017667,"threshold_uncertainty_score":0.9914055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957617171836854,"score_gpt":0.2057549539909079,"score_spread":0.195797336819071,"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."}}