{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491706,0.001513728,0.001146766,0.005068182,0.0006677153,0.003271466,0.002296298,0.001132558,0.05244138],"category_scores_gemma":[0.005534071,0.0007154994,0.001922554,0.007198881,0.0003182422,0.001428503,0.002470819,0.001423577,0.08493181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374315,"about_ca_system_score_gemma":0.002206052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05066802,"about_ca_topic_score_gemma":0.03529122,"domain_scores_codex":[0.9988723,0.0001019172,0.0001717455,0.0002100138,0.0003464032,0.0002976019],"domain_scores_gemma":[0.9952539,0.0004242779,0.0007425736,0.001426499,0.001789806,0.000362829],"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":[0.0003714286,0.00003360918,0.009422952,0.0007130993,0.0001468696,0.0001458513,0.0001197032,0.0006959466,0.001570837,0.001576065,0.9753972,0.009806537],"study_design_scores_gemma":[0.000183355,0.00002731384,0.02613737,0.000169059,0.000073002,0.0001097378,0.0000879966,0.0005581158,0.001427414,0.0009557755,0.9702124,0.00005842204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001447976,0.000115981,0.0006866151,0.0002574114,0.00009801276,0.00006538536,0.9820806,0.006348445,0.008899636],"genre_scores_gemma":[0.004480718,0.00008651744,0.002126852,0.0003308273,0.00004631916,0.0001370274,0.9887994,0.001637908,0.002354575],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05244138,"threshold_uncertainty_score":0.1754339,"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."}}