{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005628855,0.0007691872,0.001840636,0.00004879627,0.0004821131,0.0001313596,0.001674587,0.00001568104,0.0006418962],"category_scores_gemma":[0.00005717912,0.000679937,0.0005015927,0.0005126071,0.0002315567,0.0004748546,0.002239105,0.001052446,0.0006776524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133527,"about_ca_system_score_gemma":0.0001429686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002030296,"about_ca_topic_score_gemma":0.000001013802,"domain_scores_codex":[0.9953274,0.0005969436,0.0008386573,0.001532978,0.0009231443,0.000780921],"domain_scores_gemma":[0.9962341,0.0005156014,0.0005134799,0.002266261,0.0000704733,0.0004000526],"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":[0.0001677609,0.006736983,0.03775842,0.009139522,0.001535157,0.00006494878,0.0007057095,0.00004440753,0.05685252,0.01779995,0.6483638,0.2208308],"study_design_scores_gemma":[0.002509091,0.0005773948,0.01047568,0.02287477,0.003926617,0.00002095087,0.0002807959,0.005128935,0.001167258,0.7947886,0.1538123,0.004437667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997822,0.01924365,0.0001763696,0.002445339,0.0004003638,0.00220187,0.003140499,0.0001165586,0.07249314],"genre_scores_gemma":[0.965633,0.003326235,0.0002329443,0.0283569,0.0008598809,0.0002760434,0.001148727,0.0001120844,0.00005413249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7769886,"threshold_uncertainty_score":0.9995652,"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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