{"id":"W4368754535","doi":"10.48550/arxiv.2305.01695","title":"The Dark Energy Survey Six-Year Calibration Star Catalog","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Lawrence Berkeley National Laboratory; Argonne National Laboratory; Integrated Electronics Engineering Center, Binghamton University; U.S. Naval Observatory; High Energy Physics; Leibniz-Gemeinschaft; College of Engineering, Michigan State University; University of Colorado Boulder; Office of Science; University of Illinois at Urbana-Champaign; Fermilab; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Yale University; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Brookhaven National Laboratory; European Regional Development Fund; Max-Planck-Gesellschaft; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Generalitat de Catalunya; Chinese Academy of Sciences; Deutsche Forschungsgemeinschaft; Institut de Física d'Altes Energies; University of Sussex; Johns Hopkins University; Ministerio de Ciencia e Innovación; European Commission; National Centre for Supercomputing Applications; University of Oxford; Alfred P. Sloan Foundation; Centres de Recerca de Catalunya; University of Portsmouth; University of Utah; New Mexico State University; Universität Basel; University of Notre Dame; National Science Foundation; Case Western Reserve University; Carnegie Mellon University; Instituto de Astrofísica de Canarias; University of Pittsburgh; European Space Agency; University of Washington; Princeton University; Carnegie Institution of Washington; Harvard University; Ohio State University; Vanderbilt University; SLAC National Accelerator Laboratory; Drexel University; Smithsonian Institution; Financiadora de Estudos e Projetos; University of Pennsylvania; University College London; National Aeronautics and Space Administration; Gordon and Betty Moore Foundation","keywords":"Physics; Stars; Photometry (optics); Astrophysics; Guide star; Calibration; Astronomy; Dark energy; Proper motion; Telescope; Latitude; Remote sensing; Geography; Cosmology","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"],"consensus_categories":[],"category_scores_codex":[0.0003215967,0.0002929028,0.0002685253,0.00007947355,0.0004580495,0.0001726966,0.0008836565,0.0001148531,0.00008876977],"category_scores_gemma":[0.00002112475,0.0002645053,0.0002353509,0.0003856401,0.0002351819,0.0001535382,0.001187959,0.0006789468,0.0001850711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008865724,"about_ca_system_score_gemma":0.0003557782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007179925,"about_ca_topic_score_gemma":0.0004973913,"domain_scores_codex":[0.9980747,0.0003442212,0.0001960135,0.0007233998,0.0001354324,0.0005262465],"domain_scores_gemma":[0.9982175,0.0004782612,0.0001717784,0.0007958295,0.0001402987,0.0001963381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005035907,0.0003885278,0.248347,0.00003012397,0.001094253,0.00006621046,0.0001349367,0.1043607,0.00007912909,0.6167749,0.01571272,0.01250796],"study_design_scores_gemma":[0.003530679,0.0004684696,0.2181147,0.0002929811,0.0004393554,3.289081e-7,0.003212589,0.4103796,0.003158414,0.3369825,0.0197382,0.003682042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5464598,0.00001991435,0.4476708,0.0001748557,0.0006958547,0.000412365,0.001358996,0.0001684689,0.003038982],"genre_scores_gemma":[0.9892617,0.00002063264,0.00003075304,0.00000655561,0.0003715217,0.000004344877,0.001262442,0.00003883577,0.00900322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.44764,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740239206941433,"score_gpt":0.2100865745302613,"score_spread":0.136062653836118,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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