{"id":"W4386269533","doi":"10.3847/1538-4357/ad1eed","title":"A Joint Fermi-GBM and Swift-BAT Analysis of Gravitational-wave Candidates from the Third Gravitational-wave Observing Run","year":2024,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal; University of British Columbia; Perimeter Institute; University of Toronto","funders":"European Social Fund; National Research, Development and Innovation Office; Institute for Cosmic Ray Research, University of Tokyo; Japan Society for the Promotion of Science; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Goddard Space Flight Center; Istituto Nazionale di Fisica Nucleare; Marshall Space Flight Center; National Science and Technology Council; European Regional Development Fund; Centre National de la Recherche Scientifique; ICTP South American Institute for Fundamental Research; Ministry of Science and ICT, South Korea; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; National Research Foundation; Vlaamse regering; National Astronomical Observatory of Japan; Ministry of Education, India; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; Division of Human Resource Development; Korea Astronomy and Space Science Institute; Hungarian Scientific Research Fund; Generalitat Valenciana; Generalitat de Catalunya; Great Southern Development Commission, Government of Western Australia; Agencia Estatal de Investigación; Govern de les Illes Balears; Korea Institute of Science and Technology Information; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Council of Scientific and Industrial Research, India; Universities Space Research Association; Fundacja na rzecz Nauki Polskiej; Academia Sinica; Abdus Salam International Centre for Theoretical Physics; Vetenskapsrådet; U.S. Department of Energy; Ministerio de Ciencia e Innovación; Leverhulme Trust; European Commission; Fonds De La Recherche Scientifique - FNRS; Russian Foundation for Basic Research; Russian Science Foundation; Scottish Funding Council; HORIZON EUROPE Marie Sklodowska-Curie Actions; Institut des Origines de Lyon; Centres de Recerca de Catalunya; Fonds Wetenschappelijk Onderzoek; National Aeronautics and Space Administration; Science and Engineering Research Board; National Science Foundation","keywords":"Physics; Fermi Gamma-ray Space Telescope; Gamma-ray burst; Astrophysics; LIGO; Gravitational wave; Luminosity; Neutron star; Astronomy; Swift; Galaxy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004273601,0.0003180978,0.0004032514,0.001715904,0.0003513626,0.0005624726,0.0002705924,0.0002391593,0.001026246],"category_scores_gemma":[0.0006181296,0.0001292791,0.000784389,0.001011282,0.0001779291,0.0001842234,0.0006254468,0.0002272903,0.0003187985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409666,"about_ca_system_score_gemma":0.0004216993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240879,"about_ca_topic_score_gemma":0.02266625,"domain_scores_codex":[0.9997678,0.00003027082,0.00001273163,0.00004413696,0.00007530782,0.00006964436],"domain_scores_gemma":[0.999182,0.000142202,0.000238138,0.00009759836,0.000145546,0.0001944864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006008499,0.00008375347,0.9562541,0.00002596453,0.0002408579,0.0006827612,0.0002610766,0.005288725,0.01985542,0.0007429376,0.001201155,0.01476237],"study_design_scores_gemma":[0.00001999816,0.0001015236,0.9824256,0.000007029905,0.00009717459,0.0003228814,0.0001379008,0.01150716,0.004012412,0.0002429137,0.001109378,0.00001607115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972572,0.00003011416,0.0007977945,0.00001847827,0.000002127905,0.000009106138,0.001134322,0.00006073217,0.0006902717],"genre_scores_gemma":[0.9948717,0.00001876639,0.001197573,0.00001290511,0.000004172988,0.000009331254,0.003455255,0.0000248096,0.0004054787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240879,"threshold_uncertainty_score":0.0246731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746176850874641,"score_gpt":0.3036607550775098,"score_spread":0.2761989865687634,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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