{"id":"W4396696011","doi":"10.1038/s44304-024-00006-x","title":"Time-dependent probabilistic tsunami risk assessment: application to Tofino, British Columbia, Canada, subjected to Cascadia subduction earthquakes","year":2024,"lang":"en","type":"article","venue":"npj natural hazards.","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Subduction; Seismology; Geology; Probabilistic logic; Computer science; Tectonics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004464856,0.0008702045,0.0003395482,0.00070015,0.0008024803,0.001113886,0.001313987,0.0005805201,0.001310359],"category_scores_gemma":[0.001511032,0.0002859124,0.0004299896,0.0008536556,0.0004420358,0.0003534401,0.0006559707,0.0004324414,0.0001111381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009824038,"about_ca_system_score_gemma":0.00761971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9210445,"about_ca_topic_score_gemma":0.8869596,"domain_scores_codex":[0.9998428,0.00003377432,0.000007127459,0.00002715101,0.0000438934,0.00004523842],"domain_scores_gemma":[0.9995327,0.0001418848,0.00006482093,0.00001735614,0.0001919182,0.00005135025],"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":[0.00003463331,0.00002851615,0.01320829,0.00001731394,0.00002849196,0.0001864412,0.00008929455,0.9759991,0.0004272159,0.001654779,0.0005358583,0.007790126],"study_design_scores_gemma":[0.00000631654,0.0000202206,0.005769924,0.000005187476,0.00001524619,0.00004010328,0.0001485108,0.9926445,0.0001495223,0.000726408,0.0004576422,0.00001629616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438084,0.000323347,0.04349864,0.0006138482,0.00002263848,0.0001471093,0.001120597,0.0002246868,0.0102407],"genre_scores_gemma":[0.9902954,0.0002499968,0.005306123,0.00002067884,0.000005393585,0.00003084672,0.0003097127,0.0000186635,0.003763208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07895553,"threshold_uncertainty_score":0.158841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003575002853140307,"score_gpt":0.2021348577472746,"score_spread":0.1985598548941343,"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."}}