{"id":"W3045022196","doi":"10.1126/science.abd2438","title":"Global quieting of high-frequency seismic noise due to COVID-19 pandemic lockdown measures","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":378,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; McGill University; University of British Columbia","funders":"University of California, Santa Barbara; Agencia Nacional de Investigación y Desarrollo; K. H. Renlunds stiftelse; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Fonds National de la Recherche Luxembourg; Consejo Nacional de Ciencia y Tecnología; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Sight Research UK; Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ; National Science Foundation; Earthquake Commission; Royal Society; Natural Environment Research Council; Boğaziçi Üniversitesi","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Noise (video); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acoustics; Seismology; Computer science; Geology; Virology; Medicine; Physics; Artificial intelligence; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004092332,0.0003536438,0.0001961075,0.0009915069,0.0002440117,0.0006003263,0.0002210759,0.0004187753,0.001949035],"category_scores_gemma":[0.002293993,0.0001180497,0.0002194031,0.001118714,0.000507461,0.0005247054,0.001073574,0.0004125759,0.0004369113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437944,"about_ca_system_score_gemma":0.0002861995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619008,"about_ca_topic_score_gemma":0.00839139,"domain_scores_codex":[0.9997407,0.00004188353,0.00001876018,0.00006004026,0.00008162929,0.00005710856],"domain_scores_gemma":[0.9987655,0.000169268,0.0004772114,0.0001272948,0.0003407089,0.0001200819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008769309,0.0001080291,0.7217193,0.0007624538,0.0004079975,0.001412957,0.002897533,0.01104007,0.0379655,0.003039303,0.01710751,0.2026625],"study_design_scores_gemma":[0.000007762957,0.0001684066,0.9840979,0.00007250858,0.0000543348,0.0001998263,0.0007907843,0.001968722,0.002023952,0.0006396956,0.009957246,0.00001885256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724355,0.0009062673,0.004676102,0.001350715,0.0002767739,0.00002317198,0.00460447,0.0002194594,0.01550747],"genre_scores_gemma":[0.9961803,0.000355337,0.0005967611,0.000171943,0.00009063612,0.00001014902,0.001917235,0.00003496821,0.0006427472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00619008,"threshold_uncertainty_score":0.01230812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699201989764146,"score_gpt":0.26292251505063,"score_spread":0.2259304951529886,"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."}}