{"id":"W7116082565","doi":"10.71846/17-wcee-2691","title":"TOWARDS QUANTIFYING THE EFFECT OF LONG DURATION GROUND MOTIONS ON REGIONAL SEISMIC RISK ASSESSMENT IN SOUTHWEST BRITISH COLUMBIA.","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seismic risk; Risk assessment; Ground motion; Duration (music); Earthquake scenario","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":[0.0007196064,0.0003531324,0.0001824463,0.001195495,0.0004973492,0.001315449,0.000546638,0.0003682075,0.001217181],"category_scores_gemma":[0.00437654,0.0001510005,0.0002040634,0.001565315,0.0002895465,0.0003830144,0.0006414194,0.0004336387,0.0001468702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997798,"about_ca_system_score_gemma":0.006387107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9382749,"about_ca_topic_score_gemma":0.9792406,"domain_scores_codex":[0.9996301,0.0001350491,0.00003156723,0.00005594249,0.00007779025,0.00006954624],"domain_scores_gemma":[0.9986714,0.0004568288,0.0001628767,0.00006613025,0.0005286962,0.0001140394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001339087,0.00007544494,0.8380242,0.00008842455,0.0002343036,0.0002826654,0.0005848774,0.08763337,0.002662505,0.0008074534,0.001486884,0.06798593],"study_design_scores_gemma":[0.00001142683,0.00006049954,0.883604,0.0001033467,0.0001278952,0.00005538857,0.003943736,0.1082737,0.0008698605,0.0006661068,0.002259621,0.00002435988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906736,0.0005209305,0.003023603,0.0003152274,0.000005943213,0.00004764013,0.001537064,0.00003031607,0.003845752],"genre_scores_gemma":[0.9948416,0.0002373194,0.002821523,0.00002911045,0.000002194919,0.0000129774,0.000647518,0.000007024724,0.001400686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06172514,"threshold_uncertainty_score":0.1241773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383466449497505,"score_gpt":0.2284319987610614,"score_spread":0.2145973342660863,"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."}}