{"id":"W2597988788","doi":"10.1139/cjce-2016-0471","title":"A model for estimating amplification effects on seismic hazards and scenario ground motions in southern Ontario","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ground motion; Seismic hazard; Amplification factor; Seismology; Geology; Hazard; Environmental science; Engineering; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001821405,0.0001166516,0.0001864096,0.0003281363,0.0001417602,0.0001295204,0.0001489402,0.00005469034,0.000003891314],"category_scores_gemma":[0.00008027001,0.0001243241,0.00005870266,0.00004316695,0.00001276233,0.000237651,0.00000407576,0.0002172898,0.000001368359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512886,"about_ca_system_score_gemma":0.0002123096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01266836,"about_ca_topic_score_gemma":0.6284352,"domain_scores_codex":[0.999413,0.000002507567,0.0002107816,0.00007698735,0.00006602515,0.0002307257],"domain_scores_gemma":[0.9995254,0.00002520327,0.00006707903,0.0001547594,0.0000321818,0.0001953802],"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":[0.000001166209,0.000001629618,0.001038335,0.0000656866,0.00002888231,0.000007662876,0.001906996,0.9919746,0.0002112067,0.00002239263,0.00005435379,0.004687069],"study_design_scores_gemma":[0.0003153358,0.00001834385,0.005928183,0.0003198457,0.00002837279,0.00001530681,0.00004625303,0.9929265,0.00003001313,0.0001362729,0.0001162788,0.0001193017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7318366,0.0001091578,0.2675834,0.00006959648,0.0002125351,0.00006509272,0.000006374889,0.00001084227,0.0001064232],"genre_scores_gemma":[0.9972593,0.000005164562,0.002469746,0.00002458727,0.000122516,0.000007291054,0.000002185612,0.00002415639,0.00008505897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6157668,"threshold_uncertainty_score":0.9939064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459491283060255,"score_gpt":0.207961610804147,"score_spread":0.1933666979735444,"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."}}