{"id":"W4376866300","doi":"10.2172/1973601","title":"The Dark Energy Survey Six-Year Calibration Star Catalog","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":6,"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; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; 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 Utah; New Mexico State University; University of Portsmouth; 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; Universität Basel; Vanderbilt University; SLAC National Accelerator Laboratory; Drexel University; University of Chicago; Harvard University; Ohio State 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; Dark energy; Astronomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002177245,0.0005527505,0.0004354201,0.005209727,0.0005576887,0.0008460734,0.0008643249,0.0003749857,0.01941797],"category_scores_gemma":[0.003868505,0.0003378512,0.0003421117,0.005232459,0.0001418807,0.001075962,0.00152398,0.0007426862,0.03169481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733903,"about_ca_system_score_gemma":0.001216781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312838,"about_ca_topic_score_gemma":0.003939014,"domain_scores_codex":[0.9990946,0.00009706503,0.00008340091,0.0002059312,0.0004256581,0.00009336149],"domain_scores_gemma":[0.9950187,0.0001380282,0.0005867165,0.001806487,0.002100998,0.0003490314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003135593,0.0001709355,0.1001206,0.000456643,0.0001107352,0.0001359325,0.0002954346,0.003262485,0.009029401,0.01509175,0.634291,0.2367216],"study_design_scores_gemma":[0.0000463678,0.00006250618,0.1071343,0.00006038718,0.0000257464,0.0002641891,0.00006479451,0.003023713,0.004145214,0.003548284,0.8815829,0.00004160443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06940277,0.001175178,0.0625563,0.000388612,0.0005240852,0.0004813603,0.7864718,0.01458602,0.06441393],"genre_scores_gemma":[0.04690462,0.0005486856,0.04095355,0.0001864158,0.0001297391,0.0002410401,0.8973935,0.00174294,0.01189958],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01941797,"threshold_uncertainty_score":0.06495959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981958182546284,"score_gpt":0.2443448470915129,"score_spread":0.2145252652660501,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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