{"id":"W2996762233","doi":"10.1016/j.softx.2021.100658","title":"Open data from the first and second observing runs of Advanced LIGO and Advanced Virgo","year":2021,"lang":"en","type":"article","venue":"SoftwareX","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":494,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Human Resource Development; Dirección General de Cultura y Patrimonio, Generalitat Valenciana; Conselleria d'Educació, Investigació, Cultura i Esport; Australian Research Council; Science and Technology Facilities Council; Centre Eau Terre Environnement, Institut National de la Recherche Scientifique; Istituto Nazionale di Fisica Nucleare; Universitat de les Illes Balears; Ministry of Education, India; National Research Foundation of Korea; Hungarian Scientific Research Fund; Generalitat Valenciana; Industry Canada; Kavli Foundation; National Natural Science Foundation of China; National Research, Development and Innovation Office; Agencia Estatal de Investigación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Govern de les Illes Balears; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; Council of Scientific and Industrial Research, India; National Research Foundation; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Abdus Salam International Centre for Theoretical Physics; Instituto Nazionale di Fisica Nucleare; European Commission; Russian Foundation for Basic Research; ICTP South American Institute for Fundamental Research; Canadian Institute for Advanced Research; Ministero dello Sviluppo Economico; Institut des Origines de Lyon; Russian Science Foundation; Ministerio de Ciencia y Tecnología; Leverhulme Trust; Scottish Funding Council; European Regional Development Fund; Scottish Universities Physics Alliance; Conseil Régional, Île-de-France; Ontario Ministry of Economic Development and Innovation; Science and Engineering Research Board; National Science Foundation; Royal Society","keywords":"LIGO; Sky; Sensitivity (control systems); Open source; Gravitational wave; Series (stratigraphy)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["open_science"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001536034,0.0007907562,0.0007234494,0.004333135,0.0008500994,0.001513577,0.0009353342,0.001104261,0.01794737],"category_scores_gemma":[0.007420961,0.0005059097,0.0007580117,0.006127876,0.0005337821,0.001419237,0.002450719,0.001681091,0.01439337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005490902,"about_ca_system_score_gemma":0.0014109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0097358,"about_ca_topic_score_gemma":0.01304765,"domain_scores_codex":[0.9978702,0.0001488919,0.000195118,0.0003689877,0.001124848,0.0002920007],"domain_scores_gemma":[0.9940842,0.0009798489,0.000994904,0.001548,0.001765521,0.000627563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001972972,0.0006004369,0.07924129,0.002091871,0.0003668857,0.0004170289,0.001532981,0.003263014,0.01619421,0.006463892,0.777819,0.1100363],"study_design_scores_gemma":[0.0002224951,0.000116082,0.2319621,0.0002340864,0.0001072419,0.0001887368,0.0003960342,0.001978642,0.009574508,0.004823442,0.7502286,0.0001679991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03160449,0.0002357927,0.004442972,0.0002649815,0.0002396362,0.0001727683,0.9437699,0.007164647,0.01210482],"genre_scores_gemma":[0.02192924,0.0001139408,0.005611961,0.00009663797,0.00007723742,0.0002341472,0.9675198,0.001659091,0.002757995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9990647,"threshold_uncertainty_score":0.06003994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586966795001467,"score_gpt":0.3476143321169346,"score_spread":0.3117446641669199,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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