{"id":"W4402938451","doi":"10.1093/mnras/stae2205","title":"The DESI Early Data Release white dwarf catalogue","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo; University of Toronto","funders":"H2020 European Research Council; Science and Technology Facilities Council; University of Colorado Boulder; Office of Science; Universidad Nacional Autónoma de México; Trinity College Dublin; Ministerio de Ciencia e Innovación; European Commission; Imperial College London; Leverhulme Trust; Heising-Simons Foundation; California Earthquake Authority; University of Oxford; University of Warwick; Pennsylvania State University; University of Virginia; Carnegie Mellon University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; University of Utah; New York University; New Mexico State University; Stockholms Universitet; University of Portsmouth; Yale University; Consejo Nacional de Ciencia y Tecnología; Vanderbilt University; Northwestern University; U.S. Department of Energy; University of Wisconsin-Madison; University of Notre Dame; University of Arizona; American Institute of Physics; Gordon and Betty Moore Foundation; University of Maryland; Entomological Society of America; National Science Foundation","keywords":"White dwarf; Physics; Astrophysics; Massive compact halo object; Photometry (optics); Astronomy; Stellar classification; Blue dwarf; Astrometry; Brown dwarf; Sky; Stars","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001155731,0.001058179,0.0007397273,0.007654315,0.0004021128,0.001118383,0.0008719957,0.0003395377,0.02183283],"category_scores_gemma":[0.002528125,0.0003167834,0.0004729272,0.008064871,0.0001391777,0.00091003,0.0009971932,0.0003389793,0.03766096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000866338,"about_ca_system_score_gemma":0.001412352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260131,"about_ca_topic_score_gemma":0.01192634,"domain_scores_codex":[0.9991471,0.00005448606,0.0001283994,0.0001998112,0.0003404757,0.0001297201],"domain_scores_gemma":[0.997403,0.0002029175,0.0004863524,0.0005988128,0.000955442,0.0003534505],"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":[0.0005142742,0.00007904995,0.05046801,0.0005501836,0.0001136896,0.0001737299,0.0002097241,0.001213399,0.00427824,0.00528035,0.8624092,0.07471017],"study_design_scores_gemma":[0.00008136268,0.00003544885,0.08807646,0.00007705395,0.00002940554,0.0001604466,0.00007197597,0.000685688,0.001835011,0.001250377,0.9076725,0.00002419997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01100342,0.0003547528,0.002191496,0.00005559576,0.00003976843,0.00008728858,0.9698488,0.001846756,0.01457217],"genre_scores_gemma":[0.004896731,0.0001065453,0.001711699,0.00003532843,0.00002540523,0.00007880092,0.9890981,0.0002342366,0.003813168],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02183283,"threshold_uncertainty_score":0.0730381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471191806363825,"score_gpt":0.2206611681977707,"score_spread":0.2059492501341324,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}