{"id":"W4414602614","doi":"10.22541/essoar.175917105.57127717/v1","title":"Probing the Nature of Low-Frequency Earthquakes Through the Deconvolution of Tectonic Tremor","year":2025,"lang":"en","type":"article","venue":"","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deconvolution; Tectonics; Stacking; Episodic tremor and slip; Slow earthquake","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919376,0.00008923124,0.0001511371,0.00003782926,0.0002248752,0.0000136735,0.0007201991,0.00008899087,0.00001376565],"category_scores_gemma":[0.0001050312,0.00004303831,0.00008469765,0.0005140424,0.000298505,0.00015843,0.0001652601,0.0002278102,0.000004979195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008382076,"about_ca_system_score_gemma":0.00009414971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000115762,"about_ca_topic_score_gemma":0.000111607,"domain_scores_codex":[0.9992234,0.00009871015,0.0002214943,0.0001804428,0.0001129514,0.0001630699],"domain_scores_gemma":[0.998942,0.0003262311,0.0000970281,0.0005237614,0.0001045311,0.000006458723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009956581,0.00005233371,0.002458986,0.00006283149,0.0001348563,0.000001205453,0.003373913,0.0001735078,0.0008779487,0.9747127,0.001895158,0.01624666],"study_design_scores_gemma":[0.001397013,0.0003825677,0.4300767,0.0004359491,0.0001155121,0.00004388022,0.003577126,0.008998991,0.1062449,0.4398446,0.008409781,0.0004730768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7172568,0.01308534,0.148576,0.04122546,0.001571865,0.000823919,0.000003106258,0.0001709829,0.07728658],"genre_scores_gemma":[0.995656,0.0000579503,0.002616939,0.0009003873,0.00001634637,0.00001040136,2.769621e-7,0.000001835827,0.0007399087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5348681,"threshold_uncertainty_score":0.1755051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009431447029771054,"score_gpt":0.2461479086810776,"score_spread":0.2367164616513065,"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."}}