{"id":"W4406763202","doi":"10.1029/2024gl113290","title":"Coherence‐Based Characterization of a Long‐Period Monochromatic Seismic Signal","year":2025,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Coherence (philosophical gambling strategy); Monochromatic color; Seismology; SIGNAL (programming language); Period (music); Geology; Geophysics; Physics; Geodesy; Optics; Acoustics; Computer science","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":[0.0001630045,0.0002881023,0.0001767099,0.001410572,0.0001665617,0.0004135179,0.0002088745,0.0002234102,0.00131514],"category_scores_gemma":[0.0006391652,0.00009786638,0.0001208778,0.001299608,0.0002274884,0.0003693628,0.0003521382,0.0001793362,0.0001879621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002347875,"about_ca_system_score_gemma":0.0002925414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003899037,"about_ca_topic_score_gemma":0.00672614,"domain_scores_codex":[0.9998953,0.000009381297,0.000004857414,0.00002685531,0.00003497565,0.00002858523],"domain_scores_gemma":[0.9996428,0.00008838758,0.00009916902,0.0000409838,0.00009346181,0.00003515316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005547176,0.0001367292,0.06139304,0.0002586235,0.0001428635,0.0007703096,0.0003204648,0.03574562,0.7004712,0.004613924,0.001974645,0.1936179],"study_design_scores_gemma":[0.00003708693,0.0003435973,0.4605869,0.00003323962,0.0001116174,0.0007508557,0.0003793824,0.4619472,0.06790291,0.003045258,0.004796678,0.00006534721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921106,0.0005057645,0.1013854,0.0001457434,0.00002544164,0.00002874646,0.001428164,0.000249101,0.004121094],"genre_scores_gemma":[0.9817052,0.0001534976,0.01686956,0.00002416005,0.00002343154,0.00001154751,0.0007671868,0.00002079363,0.0004247279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003899037,"threshold_uncertainty_score":0.007752657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255362750405953,"score_gpt":0.3124655239139068,"score_spread":0.2799118964098473,"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."}}