{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007774711,0.0001291252,0.0002377253,0.00006333931,0.0002721412,0.00007554354,0.0008165109,0.00003741759,0.0004976559],"category_scores_gemma":[0.0007713066,0.000104247,0.00007147344,0.002300749,0.000474443,0.0002386453,0.00004793594,0.00007549349,0.0001632561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003041582,"about_ca_system_score_gemma":0.0004478133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989012,"about_ca_topic_score_gemma":0.001734304,"domain_scores_codex":[0.9980369,0.00005407615,0.0002755031,0.0005066524,0.0007128236,0.0004140802],"domain_scores_gemma":[0.9987624,0.00007118936,0.0001064709,0.0002281389,0.00007387798,0.0007578657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002351514,0.000009108307,0.854897,0.00003123185,0.00001042713,0.00003767744,0.0004702208,0.1149922,0.001550337,0.0001306034,0.0003519857,0.02749565],"study_design_scores_gemma":[0.0003873007,0.000267776,0.8848277,0.00003098497,0.00005301536,0.00006916047,0.001065263,0.1042816,0.0003522487,0.003874666,0.00428577,0.000504463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859537,0.0004496861,0.007811203,0.004203788,0.0001702262,0.0001142128,0.0001820624,0.00006009293,0.001055028],"genre_scores_gemma":[0.9906744,0.0000323707,0.001741559,0.007424469,0.00009949636,4.156661e-7,0.000009997098,0.000001639313,0.00001565536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0299307,"threshold_uncertainty_score":0.9866365,"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."}}