{"id":"W6967447738","doi":"10.5167/uzh-179328","title":"A guide to LIGO-Virgo detector noise and extraction of transient gravitational-wave signals","year":2019,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Science and Technology Facilities Council; ICTP South American Institute for Fundamental Research; Istituto Nazionale di Fisica Nucleare; Abdus Salam International Centre for Theoretical Physics; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Leverhulme Trust; Scottish Funding Council; Russian Science Foundation; Institut des Origines de Lyon; Ministero dello Sviluppo Economico; Ministry of Education, India; National Research Foundation of Korea; Hungarian Scientific Research Fund; Generalitat Valenciana; Council of Scientific and Industrial Research, India; Centre National de la Recherche Scientifique; Industry Canada; National Natural Science Foundation of China; European Commission; Govern de les Illes Balears; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research Foundation; Russian Foundation for Basic Research; European Regional Development Fund; Scottish Universities Physics Alliance; Conseil Régional, Île-de-France; National Research, Development and Innovation Office; Agencia Estatal de Investigación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Engineering Research Board; National Science Foundation","keywords":"Detector; Correctness; Noise (video); LIGO; Background noise; Noisy data; Noise measurement; Data extraction; Event (particle physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006939903,0.001751079,0.00128461,0.00903934,0.001126415,0.00368673,0.003404836,0.001991024,0.04015714],"category_scores_gemma":[0.01776326,0.002145992,0.001431246,0.006044095,0.001023955,0.001900523,0.0019641,0.002644788,0.0385741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179565,"about_ca_system_score_gemma":0.001919159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006520266,"about_ca_topic_score_gemma":0.0110628,"domain_scores_codex":[0.9968333,0.001015749,0.0003388694,0.0003566948,0.001287781,0.000167596],"domain_scores_gemma":[0.9937655,0.00313548,0.0006898203,0.001234016,0.001010881,0.0001642724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002289192,0.0002975812,0.01438223,0.002078214,0.0002716985,0.0007556923,0.0006136273,0.01144469,0.0157079,0.07833423,0.5326819,0.3432032],"study_design_scores_gemma":[0.0001087399,0.0001491076,0.0192246,0.0008624599,0.00006514248,0.001091025,0.000165933,0.01968629,0.01364048,0.07005625,0.8746923,0.0002576243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004429269,0.008566184,0.8256145,0.001659439,0.0005509881,0.001642253,0.09142628,0.03192349,0.03418767],"genre_scores_gemma":[0.01929406,0.005410171,0.8819104,0.001501215,0.0004973974,0.003620854,0.05549409,0.007803202,0.02446867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04015714,"threshold_uncertainty_score":0.134339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009805725826919598,"score_gpt":0.27250079071457,"score_spread":0.2626950648876504,"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."}}