{"id":"W4200123111","doi":"10.1103/physrevd.104.122004","title":"All-sky search for short gravitational-wave bursts in the third Advanced LIGO and Advanced Virgo run","year":2021,"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; Conseil Régional, Île-de-France; Canada Foundation for Innovation; Fonds De La Recherche Scientifique - FNRS; Narodowe Centrum Nauki; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; 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; Research Grants Council, University Grants Committee; Centres de Recerca de Catalunya; Institut des Origines de Lyon; Research Corporation for Science Advancement; Russian Science Foundation; European Commission; Leverhulme Trust; 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; Gravitational wave; Physics; Neutron star; Astrophysics; Pulsar; Sky; Supernova; Astronomy","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":[0.0009164866,0.0001978942,0.0004295189,0.001545055,0.0003334536,0.0006842415,0.0002830952,0.0003035722,0.000704651],"category_scores_gemma":[0.001321104,0.00009369826,0.0004148872,0.001526383,0.0002369071,0.0001905966,0.0007516469,0.0003078446,0.0002398848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124675,"about_ca_system_score_gemma":0.0005774389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004767999,"about_ca_topic_score_gemma":0.01102574,"domain_scores_codex":[0.9995851,0.00008645969,0.00001942948,0.00007806029,0.0001486312,0.0000823666],"domain_scores_gemma":[0.9983127,0.0003390505,0.0006459143,0.0001655741,0.0001459581,0.0003909694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000872754,0.00008412149,0.9429818,0.00009459766,0.0004471022,0.0004481718,0.0003818426,0.001017924,0.01766574,0.0009181131,0.001441747,0.03364592],"study_design_scores_gemma":[0.00002010005,0.00009721611,0.9940544,0.00001170185,0.00009699089,0.0003272391,0.00009091861,0.0006142958,0.001209335,0.0002914041,0.003173631,0.00001281551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948987,0.0007514828,0.0008486004,0.00009468875,0.000006623798,0.00002054789,0.001611892,0.00006618099,0.001701196],"genre_scores_gemma":[0.9944555,0.0002917419,0.001417298,0.00007707542,0.00001201543,0.00001823276,0.003300464,0.00002074544,0.0004069825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004767999,"threshold_uncertainty_score":0.009480476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971560406015168,"score_gpt":0.4807621897029489,"score_spread":0.4510465856427972,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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