{"id":"W4210625102","doi":"10.1103/physreve.105.024901","title":"Sheared granular matter and the empirical relations of seismicity","year":2022,"lang":"en","type":"article","venue":"Physical review. E","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aftershock; Induced seismicity; Tectonics; Instability; Quasistatic process; Hurst exponent","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000698237,0.0002367402,0.0002308267,0.00086245,0.0001904765,0.0008146127,0.0003948399,0.0003447373,0.0009185002],"category_scores_gemma":[0.007662872,0.0002196231,0.0001441889,0.0005837459,0.001514688,0.0009165154,0.0006211133,0.0004804852,0.00008730446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396849,"about_ca_system_score_gemma":0.0001418963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000839076,"about_ca_topic_score_gemma":0.0004791318,"domain_scores_codex":[0.9997903,0.00006178537,0.00001522881,0.00005512594,0.0000503377,0.00002730887],"domain_scores_gemma":[0.9967436,0.00164082,0.0009648564,0.0004165088,0.0001047705,0.0001295118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008482956,0.0002871692,0.1000231,0.0004966977,0.0002353395,0.001653966,0.001355574,0.4866517,0.117557,0.2569421,0.0006826558,0.03326636],"study_design_scores_gemma":[0.00003914923,0.00009753861,0.06721624,0.00002266039,0.00002065017,0.0002118243,0.0001380006,0.8322149,0.01012756,0.08934718,0.0005061682,0.00005817357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982609,0.0002586317,0.01479788,0.0001717714,0.00001137162,0.00001269441,0.0001058145,0.00008459695,0.001948186],"genre_scores_gemma":[0.9990601,0.0000529525,0.0007622733,0.0000049225,0.000003898911,0.000004065555,0.00002606571,0.000004069885,0.00008175752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009185002,"threshold_uncertainty_score":0.003692687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941774419389909,"score_gpt":0.2913446818071672,"score_spread":0.2519269376132681,"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."}}