{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005437785,0.0006096062,0.0005120834,0.003964936,0.0006011549,0.0007157128,0.0005641346,0.0004406955,0.001170932],"category_scores_gemma":[0.001191293,0.0002909026,0.00043418,0.002570566,0.0003012987,0.0005369922,0.001777907,0.0005304564,0.0007457855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772631,"about_ca_system_score_gemma":0.0006550211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381531,"about_ca_topic_score_gemma":0.03403975,"domain_scores_codex":[0.9994948,0.00002803546,0.00003680573,0.0001350234,0.0001871629,0.000118083],"domain_scores_gemma":[0.9983639,0.0001188557,0.0005605285,0.000229301,0.0002618325,0.0004655985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005933852,0.0001869341,0.9400626,0.0001277073,0.0002041437,0.0006721761,0.0009986738,0.001553043,0.01923413,0.0004435777,0.01360101,0.02232259],"study_design_scores_gemma":[0.00003722333,0.00008908141,0.9897658,0.00001500309,0.00004810245,0.0003968203,0.0001628048,0.001470204,0.002009749,0.00006645561,0.005914982,0.00002368529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9790131,0.0001869854,0.0005689931,0.00004915889,0.0000145327,0.0000907866,0.01806345,0.0003749277,0.001637978],"genre_scores_gemma":[0.8862838,0.0002254656,0.003840433,0.00007951265,0.00007048819,0.000198399,0.1072381,0.0002277764,0.001836188],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01381531,"threshold_uncertainty_score":0.02746981,"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."}}