{"id":"W4282959942","doi":"10.1051/0004-6361/202243797","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":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Institut de Ciències del Cosmos; Agencia Estatal de Investigación; Fundação para a Ciência e a Tecnologia; Universitat de Barcelona; Istituto Nazionale di Astrofisica; Xunta de Galicia; Ministerstwo Edukacji i Nauki; European Regional Development Fund; Barcelona Supercomputing Center; European Commission; Tel Aviv University; Javna Agencija za Raziskovalno Dejavnost RS; National Science Foundation; European Space Agency; Agenzia Spaziale Italiana; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Science Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Swedish National Space Agency","keywords":"Physics; Astrophysics; Cepheid variable; Milky Way; Astronomy; Astrometry; Photometry (optics); Stars; Spiral galaxy; Red-giant branch; Radial velocity; Open cluster; Local Group; Globular cluster","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001204661,0.0002167185,0.0002382866,0.00003178759,0.0008256554,0.00005294028,0.0004034368,0.0000110335,0.0006582101],"category_scores_gemma":[0.000002571454,0.0002279087,0.00005558812,0.0001202217,0.00007785601,0.0002068539,0.0008780534,0.0003751128,0.00003927235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001267404,"about_ca_system_score_gemma":0.00005132579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002061283,"about_ca_topic_score_gemma":0.000001148824,"domain_scores_codex":[0.9987466,0.00008198387,0.0001941657,0.0004618438,0.0001662334,0.0003492259],"domain_scores_gemma":[0.9990517,0.00009573167,0.0001116628,0.0006139025,0.000018677,0.0001082618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004454498,0.0001776043,0.4979373,0.000005468802,0.0001967032,0.000003355499,0.0001963223,0.0004252153,0.00001947426,0.002927731,0.007107638,0.4909586],"study_design_scores_gemma":[0.001181052,0.0002203291,0.05570155,0.000006592154,0.0001762987,0.000006670453,0.002224256,0.0006209697,0.00008766951,0.001236022,0.9380392,0.0004993827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6069322,0.001585498,0.2179264,0.001423789,0.002059732,0.001120121,0.002456009,0.0002667441,0.1662295],"genre_scores_gemma":[0.990338,0.000004756277,0.007419343,0.00009076765,0.0006553819,0.00002796301,0.001038174,0.00002235259,0.0004032621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9309316,"threshold_uncertainty_score":0.9293849,"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."}}