{"id":"W7115747978","doi":"10.71846/18-wcee-1753","title":"NATIONAL SEISMIC HAZARD ASSESSMENTS IN CANADA: APPLICATIONS, PROGRESS AND FUTURE CHALLENGES","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismic risk; Earthquake scenario; Seismic hazard; Hazard; Urban seismic risk; Probabilistic logic; Induced seismicity","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":[0.004995717,0.001014628,0.0005359001,0.002987284,0.002145085,0.003668457,0.003249471,0.000844873,0.004869011],"category_scores_gemma":[0.01382827,0.0003877213,0.0009258942,0.004708797,0.001372954,0.002597673,0.002163251,0.001280046,0.0005344552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08020073,"about_ca_system_score_gemma":0.1676609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930918,"about_ca_topic_score_gemma":0.9920464,"domain_scores_codex":[0.9972985,0.0004853299,0.00009984508,0.0001812347,0.001583084,0.0003519929],"domain_scores_gemma":[0.9864915,0.00141617,0.0005835319,0.0003101971,0.01038855,0.0008100329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001342442,0.0001310979,0.07457721,0.001441573,0.0002017023,0.0001825853,0.002036526,0.2206548,0.0006618995,0.06544007,0.08522698,0.5493113],"study_design_scores_gemma":[0.00006181961,0.0001473363,0.1010428,0.003299468,0.0002858324,0.0002081028,0.01055354,0.516983,0.00164881,0.06738672,0.2979685,0.0004139539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.2601331,0.0509967,0.1950955,0.1932243,0.001313842,0.0008846003,0.03903019,0.005459612,0.2538622],"genre_scores_gemma":[0.8274315,0.0383356,0.1027912,0.002270917,0.0001512438,0.0001795416,0.008813452,0.0003385815,0.01968803],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9197993,"threshold_uncertainty_score":0.5818998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501590154328726,"score_gpt":0.2266788364961744,"score_spread":0.2116629349528872,"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."}}