{"id":"W2997772290","doi":"10.82308/8550","title":"Seismic vulnerability assessment for Montreal-an application of HAZUS-MH4","year":2011,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability assessment; Vulnerability (computing); Computer science; Computer security; Psychology; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001212418,0.0003101264,0.0004047546,0.0001626032,0.0002043989,0.00001781027,0.0003717681,0.0002313664,0.00004055469],"category_scores_gemma":[0.0001991821,0.0003307102,0.0001754467,0.0002778594,0.00003633406,0.0004862747,0.00004662873,0.0003736846,0.0000117615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257093,"about_ca_system_score_gemma":0.00001163192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002186816,"about_ca_topic_score_gemma":0.00008004086,"domain_scores_codex":[0.9980624,0.0001687186,0.0006824656,0.0004374644,0.0002756774,0.0003733162],"domain_scores_gemma":[0.9983912,0.0002292185,0.0001248232,0.0008221945,0.0002075677,0.0002250286],"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":[0.00004620785,0.0001763236,0.0004755298,0.0003076723,0.00009596354,0.000001291408,0.00001748825,0.8524988,0.03944034,0.02410476,0.000001493973,0.08283408],"study_design_scores_gemma":[0.001024517,0.0001698245,0.01297825,0.00002827426,0.00006690953,0.000005065271,0.00003609647,0.8204733,0.1281886,0.0319102,0.004592865,0.0005260273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634552,0.00003255379,0.02408375,0.000004454937,0.0003401054,0.000683755,0.0003040691,0.0005723501,0.01052379],"genre_scores_gemma":[0.9234954,0.0000119256,0.07597267,0.00001568813,0.00002503159,0.0002525008,0.00005613054,0.00009324324,0.0000774727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08874831,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03197305447200703,"score_gpt":0.2845172353083494,"score_spread":0.2525441808363423,"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."}}