{"id":"W4281614653","doi":"10.1051/0004-6361/202243232","title":"<i>Gaia</i> Data Release 3","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Agencia Estatal de Investigación; Leibniz-Gemeinschaft; Barcelona Supercomputing Center; Istituto Nazionale di Astrofisica; Universidad Nacional Autónoma de México; Ministerstwo Edukacji i Nauki; Agenzia Spaziale Italiana; Science and Technology Facilities Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; York University; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Generalitat de Catalunya; Max-Planck-Institut für Astrophysik; University of Bristol; University of Colorado Boulder; Office of Science; Max-Planck-Institut für Astronomie; University of Edinburgh; European Science Foundation; Johns Hopkins University; Ministerio de Ciencia e Innovación; European Commission; University of Oxford; Carnegie Institution for Science; Instituto de Astrofísica de Canarias; University of Cambridge; Xunta de Galicia; European Regional Development Fund; Universitat de Barcelona; Ohio State University; Institut de Ciències del Cosmos; UK Space Agency; Tel Aviv University; University of Notre Dame; University College London; Carnegie Mellon University; Princeton University; Alfred P. Sloan Foundation; Fundação para a Ciência e a Tecnologia; University of Washington; European Space Agency; Carnegie Institution of Washington; University of Portsmouth; New Mexico State University; University of Utah; University of Leicester; National Science Foundation; Yale University; U.S. Department of Energy; Smithsonian Institution; Swedish National Space Agency; Vanderbilt University; Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Physics; Quasar; Astrophysics; Galaxy; Astrometry; Sky; Redshift; Astronomy; Photometry (optics); Active galactic nucleus; Stars; Surface brightness","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":[0.0009684441,0.001387251,0.0009548003,0.00404753,0.0005863312,0.002469619,0.002214667,0.0008005427,0.04450565],"category_scores_gemma":[0.003945862,0.0006458272,0.001142156,0.006524839,0.0002842633,0.001124785,0.001601639,0.00122714,0.06998535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139268,"about_ca_system_score_gemma":0.001485965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0466218,"about_ca_topic_score_gemma":0.03812699,"domain_scores_codex":[0.9991013,0.00007134699,0.00008152917,0.000185908,0.000372297,0.0001876268],"domain_scores_gemma":[0.9965721,0.0003036303,0.0004454101,0.001113427,0.001276698,0.0002887042],"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":[0.0002383354,0.0000419487,0.007593086,0.0003436382,0.00009122368,0.00007908632,0.00006952889,0.0007818905,0.001843696,0.001226228,0.9755526,0.01213872],"study_design_scores_gemma":[0.000203212,0.00003420759,0.03272339,0.00008315009,0.00004029144,0.00009863183,0.00006635388,0.001449824,0.002974369,0.001322606,0.960948,0.00005610705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0021119,0.00009546612,0.0008949419,0.0001521105,0.00004011701,0.00006530433,0.9810675,0.008934381,0.006638237],"genre_scores_gemma":[0.003259815,0.00005618124,0.002479003,0.0001509595,0.00002221662,0.00008544178,0.9910572,0.001269269,0.00161999],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0466218,"threshold_uncertainty_score":0.1488863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432048058526802,"score_gpt":0.2128685438958967,"score_spread":0.1985480633106286,"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."}}