{"id":"W3090044403","doi":"10.1029/2018tc005365","title":"Seismic Hazard Analyses From Geologic and Geomorphic Data: Current and Future Challenges","year":2020,"lang":"en","type":"article","venue":"Tectonics","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Science Foundation","keywords":"Seismology; Seismic hazard; Geology; Earthquake scenario; Hazard; Earthquake rupture; Active fault; Fault (geology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001194873,0.000180674,0.0002839818,0.00003150247,0.0001654371,0.00004996698,0.0002428093,0.00007027707,0.0004464081],"category_scores_gemma":[0.00005064955,0.0001345937,0.00002557392,0.0001175821,0.0001388466,0.0001556697,0.0001246905,0.0002437766,0.00006912976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001200854,"about_ca_system_score_gemma":0.00002958462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680929,"about_ca_topic_score_gemma":0.002149595,"domain_scores_codex":[0.9988685,0.00005504512,0.0001573259,0.0005138954,0.000161218,0.000243991],"domain_scores_gemma":[0.999314,0.00016623,0.00006287124,0.0002926686,0.00001938697,0.0001448752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004683713,0.00001567713,0.1472256,0.00009715909,0.0001808501,0.00003660808,0.001178943,0.0002146945,0.00002105384,0.00005521775,0.001354238,0.8495731],"study_design_scores_gemma":[0.0004183281,0.0001890732,0.8340046,0.00001780121,0.0001069441,0.00001371251,0.0007163983,0.04414747,0.00002594345,0.000825651,0.1192487,0.0002853678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6461908,0.3457013,0.00004163835,0.006641435,0.0002022331,0.00009712084,0.0003333462,0.00009223952,0.0006998562],"genre_scores_gemma":[0.9087197,0.08998892,0.0002790453,0.0003965896,0.0004243469,5.939686e-7,0.0001828936,0.000003504718,0.000004398748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8492877,"threshold_uncertainty_score":0.548857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498747467155254,"score_gpt":0.2937427422020963,"score_spread":0.1438679954865709,"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."}}