{"id":"W4281725952","doi":"10.1051/0004-6361/202243709","title":"<i>Gaia</i>Data Release 3","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Australian Research Council; European Space Agency; Smithsonian Astrophysical Observatory; Office of Science; University of Colorado Boulder; Carnegie Institution for Science; University of Melbourne; Instituto de Astrofísica de Canarias; Max-Planck-Institut für Astrophysik; Eötvös Loránd Tudományegyetem; National Central University; York University; Ministério da Ciência, Tecnologia e Inovação; Yale University; U.S. Department of Energy; University of Queensland; University of Edinburgh; Queen's University; Lawrence Berkeley National Laboratory; Monash University; Max-Planck-Institut für Astronomie; University of Oxford; Australian National Data Service; Durham University; Gordon and Betty Moore Foundation; University of Sydney; Australian Government; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Australian National University; University of Portsmouth; University of Utah; New Mexico State University; National Cancer Institute; Australian Astronomical Optics-Macquarie; Astronomy Australia Limited; University of Notre Dame; Curtin University of Technology; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Mellon University; Planetary Science Division; Carnegie Institution of Washington; Ohio State University; Vanderbilt University; Leibniz-Gemeinschaft; Science Mission Directorate; National Computational Infrastructure; Smithsonian Institution; National Aeronautics and Space Administration; Swinburne University of Technology; Queen's University Belfast; National Science Foundation","keywords":"Physics; Astrophysics; Astronomy","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":[0.00215456,0.001322338,0.001068556,0.004522703,0.0007203995,0.002872796,0.002221627,0.001202869,0.03233302],"category_scores_gemma":[0.005684373,0.0008665122,0.001588275,0.005448734,0.0003773932,0.001233051,0.001653194,0.001689545,0.05893784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583245,"about_ca_system_score_gemma":0.002108316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03778188,"about_ca_topic_score_gemma":0.0270822,"domain_scores_codex":[0.9985225,0.0001146286,0.0001224428,0.0002602741,0.0006801127,0.0002999865],"domain_scores_gemma":[0.9932874,0.0004748511,0.0009338044,0.002337359,0.002505202,0.0004614475],"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":[0.0004690646,0.00005389381,0.008479679,0.0005104411,0.0001372936,0.0001279461,0.0001257179,0.001454425,0.004812624,0.002136034,0.9568642,0.02482877],"study_design_scores_gemma":[0.0001926674,0.0000363014,0.0314895,0.0001153665,0.00005169399,0.0001222796,0.00004456113,0.001476796,0.003870375,0.001779539,0.9607369,0.00008404545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00384276,0.0002430004,0.005693628,0.000302207,0.0001490034,0.000200204,0.9506394,0.02207094,0.01685893],"genre_scores_gemma":[0.006494694,0.00009815772,0.00978914,0.0002947054,0.00006744294,0.0002232376,0.9750986,0.004002403,0.00393171],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03778188,"threshold_uncertainty_score":0.1081647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840144585547828,"score_gpt":0.2505317515399916,"score_spread":0.2321303056845133,"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."}}