{"id":"W3164534318","doi":"10.1103/physrevd.105.063030","title":"Constraints on dark photon dark matter using data from LIGO’s and Virgo’s third observing run","year":2022,"lang":"en","type":"article","venue":"Physical review. D/Physical review. 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Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan; Ministry of Education, India; Narodowym Centrum Nauki; Conseil Régional, Île-de-France; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; European Commission; Leverhulme Trust; Engineering and Physical Sciences Research Council; Hungarian Scientific Research Fund; Generalitat de Catalunya; Generalitat Valenciana; Kavli Foundation; U.S. Department of Energy; Great Southern Development Commission, Government of Western Australia; Agencia Estatal de Investigación; Govern de les Illes Balears; Korea Institute of Science and Technology Information; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Council of Scientific and Industrial Research, India; Conselleria de Innovación, Universidades, Ciencia y Sociedad Digital, Generalitat Valenciana; Russian Foundation for Basic Research; High Energy Accelerator Research Organization; Canada Foundation for Innovation; Fonds De La Recherche Scientifique - FNRS; Centres de Recerca de Catalunya; Institut des Origines de Lyon; Research Corporation for Science Advancement; Russian Science Foundation; Scottish Funding Council; Istituto Nazionale di Fisica Nucleare; Department of Science and Technology, Ministry of Science and Technology, India; Fundacja na rzecz Nauki Polskiej; Academia Sinica; Abdus Salam International Centre for Theoretical Physics; National Science Foundation; Royal Society; Fonds Wetenschappelijk Onderzoek","keywords":"LIGO; Dark matter; Physics; Photon; Astrophysics; Astronomy; Dark photon; Gravitational wave; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591323,0.00106418,0.001347878,0.001851532,0.0009659579,0.002201738,0.0009598886,0.0009634266,0.00153432],"category_scores_gemma":[0.004007959,0.0004913267,0.001868628,0.001565069,0.0006880534,0.0006011532,0.002811996,0.001258543,0.0004268599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323755,"about_ca_system_score_gemma":0.000958863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005449644,"about_ca_topic_score_gemma":0.008319043,"domain_scores_codex":[0.998684,0.0002429139,0.0000443293,0.0002619959,0.0003920968,0.000374721],"domain_scores_gemma":[0.9939439,0.001309865,0.001927255,0.001154128,0.000357282,0.001307704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002790422,0.0002258569,0.8670107,0.0002513316,0.001224808,0.001207954,0.001148567,0.02655418,0.0562346,0.01446034,0.003625022,0.02526619],"study_design_scores_gemma":[0.000276191,0.000257012,0.914531,0.00009827834,0.0004831111,0.0005038403,0.0002817364,0.04495196,0.01768144,0.01003609,0.01066451,0.0002348899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865351,0.0002596651,0.005718814,0.0002699385,0.00001431375,0.0000213377,0.002677119,0.0003003757,0.004203241],"genre_scores_gemma":[0.9918228,0.00006821581,0.003795326,0.00009203002,0.00002246333,0.00002687455,0.003785989,0.00009758509,0.0002887807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005449644,"threshold_uncertainty_score":0.01370442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564730165638301,"score_gpt":0.3824174983605333,"score_spread":0.3467701967041503,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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