{"id":"W2766013620","doi":"10.1103/physrevlett.120.091101","title":"GW170817: Implications for the Stochastic Gravitational-Wave Background from Compact Binary Coalescences","year":2018,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Division of Human Resource Development; Australian Research Council; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan; Ministry of Education, India; Narodowe Centrum Nauki; National Research Foundation of Korea; Conselleria d'Educació, Investigació, Cultura i Esport; Ministério da Ciência, Tecnologia e Inovação; 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; Russian Foundation for Basic Research; Research Grants Council, University Grants Committee; 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; ICTP South American Institute for Fundamental Research; Canadian Institute for Advanced Research; Ministero dello Sviluppo Economico; Institut des Origines de Lyon; Russian Science Foundation; Leverhulme Trust; Scottish Funding Council; European Regional Development Fund; Stichting voor Fundamenteel Onderzoek der Materie; Scottish Universities Physics Alliance; Istituto Nazionale di Fisica Nucleare; Semiconductor Research Corporation; Department of Science and Technology, Ministry of Science and Technology, India; Ontario Ministry of Economic Development and Innovation; Science and Engineering Research Board; National Science Foundation; Max-Planck-Gesellschaft; Royal Society","keywords":"Physics; Gravitational wave; Binary number; Astrophysics; Gravitational wave background; LIGO; Astronomy; Statistical physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137483,0.0001524465,0.0002356925,0.00002191317,0.0003583794,0.00006582579,0.0002744257,0.000005408025,0.0001247914],"category_scores_gemma":[0.00002451896,0.0001017162,0.0002267161,0.0002096711,0.0003053105,0.0001161387,0.00003867475,0.0001255336,0.0001734425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002322729,"about_ca_system_score_gemma":0.0000506065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005717542,"about_ca_topic_score_gemma":0.00000155117,"domain_scores_codex":[0.9989815,0.0000638939,0.0002005707,0.0002670246,0.000226519,0.000260505],"domain_scores_gemma":[0.9977023,0.001669802,0.0001024043,0.0002828464,0.000153922,0.00008875253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001251129,0.001222872,0.002648543,0.0004489627,0.001180882,0.000001192491,0.0007037065,0.0008411035,0.09995104,0.406878,0.4608015,0.02519719],"study_design_scores_gemma":[0.001243879,0.0003351337,0.3155769,0.001381277,0.0006249738,0.000001691161,0.0002657195,0.02017038,0.0002161958,0.580452,0.07873308,0.0009987694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5252581,0.01041391,0.09169178,0.3536952,0.0007169489,0.006320529,0.01059271,0.00005769504,0.001253237],"genre_scores_gemma":[0.9914666,0.00004710831,0.0003542691,0.005550742,0.001360195,0.0001984062,0.0008784839,0.00001702174,0.0001272169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662085,"threshold_uncertainty_score":0.4147866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06651197059729648,"score_gpt":0.4084410166662453,"score_spread":0.3419290460689488,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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