{"id":"W2897127446","doi":"","title":"Towards a rapid seismic risk assessment tool for Canada","year":2015,"lang":"en","type":"article","venue":"Espace ÉTS (ETS)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Risk assessment; Computer science; Risk analysis (engineering); Geology; Business; Computer security","routes":{"ca_aff":false,"ca_fund":false,"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":[0.000258396,0.0001742939,0.000231971,0.00007420929,0.00006586441,0.00004434148,0.000165225,0.00005779728,0.00005850898],"category_scores_gemma":[0.00003943241,0.0001635058,0.00008390126,0.0001975609,0.00001179742,0.0001533043,0.0000253588,0.0001503494,0.00002286262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404696,"about_ca_system_score_gemma":0.0004359418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04892694,"about_ca_topic_score_gemma":0.04015972,"domain_scores_codex":[0.9990289,0.00001646241,0.0001745296,0.0001736071,0.0002614594,0.0003450987],"domain_scores_gemma":[0.9994397,0.00003142116,0.0000409543,0.0002815851,0.00006315023,0.0001431675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002749193,0.00002972848,0.004227326,0.00009575178,0.0004046657,0.00001763228,0.0007116849,0.4369706,0.000269108,0.00007468212,0.4812864,0.07588492],"study_design_scores_gemma":[0.000547412,0.00003199635,0.001444281,0.00001322741,0.0000718474,0.000002894011,0.0003716036,0.5976647,0.0008272547,0.00006291299,0.398721,0.0002409023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277524,0.0006925806,0.06114882,0.00160898,0.001118727,0.0003218627,0.0001400527,0.0002790264,0.006937509],"genre_scores_gemma":[0.9959219,0.0001418284,0.001901894,0.0004649987,0.0002534963,0.00006327212,0.00003341996,0.0000344241,0.001184823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1606941,"threshold_uncertainty_score":0.9773549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009983718099745565,"score_gpt":0.2360661936917849,"score_spread":0.2260824755920393,"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."}}