{"id":"W3167754487","doi":"","title":"","year":2021,"lang":"ca","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Pulsars and Gravitational Waves Research","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Astrophysics Division; Astrophysics Science Division; National Research, Development and Innovation Office; Japan Society for the Promotion of Science; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Technology Facilities Council; Smithsonian Astrophysical Observatory; Goddard Space Flight Center; European Regional Development Fund; Centre National de la Recherche Scientifique; ICTP South American Institute for Fundamental Research; National Astronomical Observatory of Japan; Ministry of Education, India; Conseil Régional, Île-de-France; Scottish Universities Physics Alliance; National Natural Science Foundation of China; National Research Foundation of Korea; Nuclear Safety and Security Commission; Leverhulme Trust; European Commission; Engineering and Physical Sciences Research Council; Hungarian Scientific Research Fund; Generalitat de Catalunya; Generalitat Valenciana; Institut des Origines de Lyon; Centres de Recerca de Catalunya; National Aeronautics and Space Administration; Industry Canada; Istituto Nazionale di Fisica Nucleare; Smithsonian Institution; 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; Institute for Cosmic Ray Research, University of Tokyo; Council of Scientific and Industrial Research, India; Vlaamse regering; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; National Research Foundation; Academia Sinica; Abdus Salam International Centre for Theoretical Physics; Fonds De La Recherche Scientifique - FNRS; Russian Foundation for Basic Research; Russian Science Foundation; Scottish Funding Council; Division of Human Resource Development; Ministero dello Sviluppo Economico; Universidad de Santiago de Chile; Fonds Wetenschappelijk Onderzoek; Science and Engineering Research Board; National Science Foundation","keywords":"Physics; LIGO; Gravitational wave; Pulsar; Ephemeris; Astrophysics; Neutron star; Astronomy; Luminosity; Gravitational-wave observatory; Rotation (mathematics); Satellite; Galaxy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004273818,0.001160111,0.001402284,0.0007578981,0.0009583926,0.0008701785,0.001555547,0.000408988,0.005013979],"category_scores_gemma":[0.00003471701,0.001400271,0.001026401,0.002717044,0.0004764202,0.001608185,0.002704385,0.001592176,0.002871133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471286,"about_ca_system_score_gemma":0.001046967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481051,"about_ca_topic_score_gemma":0.0001236135,"domain_scores_codex":[0.9916378,0.001171023,0.0009280072,0.002530666,0.001299527,0.002432963],"domain_scores_gemma":[0.9943382,0.000470861,0.0004965279,0.002057176,0.001343027,0.001294195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002158122,0.003726534,0.8545309,0.0006888548,0.003541222,0.01480049,0.00498806,0.00002142083,0.02552111,0.07266498,0.001749309,0.01560904],"study_design_scores_gemma":[0.00760789,0.0002365578,0.7056425,0.0005206038,0.0003406826,0.0001249007,0.01105843,0.0007095746,0.00433714,0.004583,0.2631982,0.001640621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435792,0.0004090357,0.003004611,0.003852415,0.0009593429,0.000781178,0.00320593,0.00003331606,0.044175],"genre_scores_gemma":[0.6557893,0.00007476856,0.001175375,0.0004670057,0.0009518934,0.000003393352,0.001356941,0.00009309845,0.3400883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959133,"threshold_uncertainty_score":0.9988447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598673947161088,"score_gpt":0.2767298288047965,"score_spread":0.2607430893331856,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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