{"id":"W6907588222","doi":"10.25384/sage.c.6656840","title":"A national seismic risk model for Canada: Methodology and scientific basis","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismic risk; Earthquake scenario; Seismic hazard; Fragility; Urban seismic risk; Hazard; Vulnerability (computing); Risk assessment; Natural hazard","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346205,0.001076681,0.0005600337,0.001593246,0.001635158,0.002188133,0.003416547,0.0009636952,0.004768014],"category_scores_gemma":[0.003421429,0.0006276058,0.0008767457,0.00251911,0.00100497,0.00100287,0.001388208,0.001571087,0.0007637835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02860586,"about_ca_system_score_gemma":0.05245487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9548458,"about_ca_topic_score_gemma":0.9334669,"domain_scores_codex":[0.9992613,0.0001456125,0.00003117246,0.00009800524,0.0003522717,0.00011156],"domain_scores_gemma":[0.9986451,0.0002801185,0.00008774827,0.00006927882,0.0008479897,0.00006979269],"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":[0.00002095558,0.0000294349,0.00220165,0.00006941207,0.0000215679,0.0001074324,0.000121632,0.8503646,0.000295776,0.1156957,0.01165692,0.01941486],"study_design_scores_gemma":[0.00001159049,0.000008080833,0.0007126131,0.00003021147,0.00001208337,0.00002671447,0.0000800233,0.9582745,0.0001453539,0.01597257,0.02469755,0.00002876049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03148092,0.001270625,0.8577297,0.005267684,0.000176967,0.001007102,0.01680029,0.001327317,0.08493941],"genre_scores_gemma":[0.3737233,0.004025399,0.5445685,0.0007422977,0.00015049,0.001722219,0.01641541,0.0006928837,0.0579595],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04515415,"threshold_uncertainty_score":0.207551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2889706120377863,"score_gpt":0.4030998434383626,"score_spread":0.1141292314005763,"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."}}