{"id":"W3130671174","doi":"","title":"GWTC-1: a gravitational-wave transient catalog of compact binary mergers observed by LIGO and Virgo during the first and second observing runs","year":2019,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":6,"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":"LIGO; Gravitational wave; Physics; Transient (computer programming); Binary number; Astrophysics; Astronomy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048842,0.0001797755,0.0002508639,0.0001230364,0.0001631616,0.00004928181,0.0001975978,0.00004118495,0.0005138307],"category_scores_gemma":[0.000001711048,0.0001556268,0.00007911426,0.0002169369,0.0001200241,0.0002643012,0.0001657008,0.0001829197,0.00002987316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276385,"about_ca_system_score_gemma":0.00002434914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009102828,"about_ca_topic_score_gemma":0.00004043772,"domain_scores_codex":[0.9989489,0.00006096379,0.0001807225,0.0003342433,0.0002021918,0.0002730358],"domain_scores_gemma":[0.9993277,0.0001389099,0.0001050738,0.0002519255,0.00006832303,0.0001081336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000314279,0.0001761153,0.9525093,0.0003381424,0.0003685869,0.00003192859,0.003175465,0.00001963423,0.03952982,0.002652056,0.0005752475,0.0003093631],"study_design_scores_gemma":[0.0013114,0.00005897924,0.9831066,0.00007236544,0.00002403982,0.000003488455,0.001436028,0.0005412369,0.0007649245,0.0002687804,0.0122184,0.0001937615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955949,0.00006875504,0.0000225259,0.0003393201,0.0000510131,0.0002745349,0.0005855475,0.000004038368,0.003059338],"genre_scores_gemma":[0.982672,0.000007118243,0.00006474704,0.00004490725,0.00002730021,0.000001010335,0.0001427444,0.00001460536,0.01702558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0387649,"threshold_uncertainty_score":0.6346278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568428976812197,"score_gpt":0.2251243821356576,"score_spread":0.2094400923675357,"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."}}