{"id":"W3080874335","doi":"","title":"Possible Biases in Characteristic Earthquake and Seismic Hazard Studies: Illustrations for the Wasatch, New Madrid, North Africa, and Eastern Canadian Seismic Zones","year":2005,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Seismology; Seismic hazard; Geology; Earthquake scenario; Urban seismic risk; Seismic risk; Hazard; Geography","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":[0.01357841,0.000336348,0.0003379448,0.004510512,0.002484612,0.002217324,0.002465136,0.0008520753,0.001969192],"category_scores_gemma":[0.06451406,0.0002439647,0.000475697,0.0081491,0.004906055,0.001247129,0.00137131,0.0006248835,0.0001221546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005648453,"about_ca_system_score_gemma":0.006750759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7154918,"about_ca_topic_score_gemma":0.868494,"domain_scores_codex":[0.9959171,0.002336959,0.0002473843,0.0002908674,0.0007814482,0.0004262072],"domain_scores_gemma":[0.957723,0.02562168,0.004639782,0.002615658,0.008699922,0.00069998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006292638,0.00007926899,0.7849597,0.0004955224,0.0002370994,0.001426898,0.04064288,0.004459689,0.002255473,0.08420965,0.006488363,0.0741163],"study_design_scores_gemma":[0.0001110816,0.00006949401,0.8659847,0.0005636125,0.0003375225,0.0008561066,0.06400059,0.00694183,0.002938253,0.03342167,0.02468297,0.00009216361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385694,0.004912288,0.01022274,0.008593842,0.0001518182,0.0001972338,0.001688747,0.00005935977,0.0356047],"genre_scores_gemma":[0.9915552,0.001004082,0.004444691,0.0002930535,0.00003022189,0.00003735039,0.0001909756,0.00002756823,0.002416903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2845082,"threshold_uncertainty_score":0.5723674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499625601672793,"score_gpt":0.246554510578494,"score_spread":0.1915582545617661,"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."}}