{"id":"W4405123364","doi":"10.1029/2024ef004985","title":"Earthquake Iso‐Nuisance and Iso‐Damage Mapping for Alberta: Applications for Choosing Magnitude Thresholds to Manage Induced Seismicity","year":2024,"lang":"en","type":"article","venue":"Earth s Future","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Induced seismicity; Magnitude (astronomy); Seismology; Geology; Population; Environmental science; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002652802,0.0002656557,0.0002871779,0.0001597896,0.0005593195,0.0002639182,0.000188595,0.0001344815,0.0002071962],"category_scores_gemma":[0.00004065204,0.0002318638,0.0001253413,0.0004267911,0.00005169275,0.0002366988,0.00003206153,0.0002189776,0.000129888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003755577,"about_ca_system_score_gemma":0.0000364837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134968,"about_ca_topic_score_gemma":0.006932653,"domain_scores_codex":[0.9984165,0.00002392395,0.0002545758,0.0006234926,0.0001669302,0.0005145739],"domain_scores_gemma":[0.9990758,0.000375305,0.00004685485,0.000272119,0.00006063483,0.0001692905],"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":[0.0001415735,0.00004002521,0.04807664,0.00120886,0.0003339256,0.00001850626,0.006536764,0.0006269612,0.0003490054,0.00354578,0.01313006,0.9259919],"study_design_scores_gemma":[0.0003389707,0.0001583999,0.3081175,0.00008672939,0.00004299606,0.00001058299,0.0005177559,0.003504558,0.0001261363,0.0008970833,0.6858639,0.0003353691],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606183,0.006863873,0.01164223,0.008530234,0.001172701,0.003236462,0.0005616912,0.0002553886,0.007119103],"genre_scores_gemma":[0.9862704,0.0001560497,0.007291996,0.00179413,0.001826473,0.0001265916,0.0001114222,0.00001906094,0.002403867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9256566,"threshold_uncertainty_score":0.9455131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999897841611882,"score_gpt":0.2473773464145417,"score_spread":0.2273783679984229,"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."}}