{"id":"W7113506285","doi":"","title":"Mega Quakes: Cascading Earthquake Hazards and Compounding Risks","year":2018,"lang":"en","type":"book","venue":"Bristol Research (University of Bristol)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Hazard; Risk assessment; Natural hazard; Risk management; Hazard analysis; Megacity; Vulnerability assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002158206,0.0009141224,0.0003716238,0.0007837412,0.0006191567,0.002159089,0.0006405798,0.001020532,0.0269713],"category_scores_gemma":[0.0007519618,0.0002643197,0.0002687705,0.001334187,0.0008136828,0.002644162,0.00096239,0.00150892,0.01187472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006831644,"about_ca_system_score_gemma":0.0006448015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493139,"about_ca_topic_score_gemma":0.0039427,"domain_scores_codex":[0.9998285,0.00001972441,0.000006087323,0.00001693538,0.0001198278,0.000008949023],"domain_scores_gemma":[0.9997305,0.000121395,0.0000200427,0.00002093877,0.00007483273,0.00003228885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002079749,0.00003030589,0.0002650629,0.0005818082,0.00001284665,0.0002408086,0.0003284042,0.002859618,0.0008454162,0.0983053,0.6335137,0.2629959],"study_design_scores_gemma":[0.000002086749,0.00001830444,0.0004513482,0.0002844674,0.000004021916,0.0004465579,0.0001525029,0.0007495891,0.000126616,0.04051683,0.9572396,0.0000081997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003828872,0.2638576,0.02192186,0.01372329,0.01509037,0.00008172543,0.0004521706,0.0007037648,0.6803403],"genre_scores_gemma":[0.02396486,0.1634263,0.008221507,0.002649983,0.005778967,0.00005468429,0.0004621516,0.0003433178,0.7950982],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0269713,"threshold_uncertainty_score":0.09022802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06622255264276689,"score_gpt":0.2903511257622261,"score_spread":0.2241285731194592,"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."}}