{"id":"W4362719698","doi":"10.1016/j.geoen.2023.211776","title":"Reliability of earthquake-size distribution and stress regime relationships for fluid-injection-induced seismicity","year":2023,"lang":"en","type":"article","venue":"Geoenergy Science and Engineering","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Induced seismicity; Geology; Geothermal gradient; Seismology; Seismic hazard; Hydraulic fracturing; Slip (aerodynamics); Geotechnical engineering; Engineering; Geophysics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009154898,0.00009171998,0.0001300867,0.00006730839,0.0004166563,0.00003739693,0.00008149173,0.00004483951,0.000007258514],"category_scores_gemma":[0.0011438,0.00008012634,0.00002351939,0.0007236354,0.0001521605,0.0002932575,0.0000222852,0.00007849185,0.000002534035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005828083,"about_ca_system_score_gemma":0.00004574019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007948079,"about_ca_topic_score_gemma":0.0002289024,"domain_scores_codex":[0.9990805,0.00001352717,0.0001582535,0.0002647166,0.0002048513,0.0002780849],"domain_scores_gemma":[0.9991943,0.0004413087,0.00003789163,0.0001265336,0.0001133215,0.00008665946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006308791,0.00002397864,0.5905082,0.0003135104,0.0000415626,0.000004389061,0.001270641,0.3261621,0.005350115,0.003454537,0.0004478457,0.07236005],"study_design_scores_gemma":[0.0001143514,0.00007172671,0.8929747,0.00001955534,0.000006620326,0.00000386819,0.0001686738,0.1045122,0.001035336,0.0002507746,0.0007513731,0.00009085946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998709,0.0001231916,0.0004167636,0.0001637963,0.0001914184,0.00009842931,0.00009971884,0.00007734862,0.0001203225],"genre_scores_gemma":[0.9995243,0.00009772655,0.0002463188,0.00001128879,0.00003874578,0.000003512284,0.00002877518,0.000002042652,0.00004731236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3024665,"threshold_uncertainty_score":0.3267457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187352041469179,"score_gpt":0.2080910756207135,"score_spread":0.1893558714737956,"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."}}