{"id":"W3169603385","doi":"10.1051/0004-6361/202140735","title":"<i>Gaia</i> Early Data Release 3","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Science North","funders":"Institut de Ciències del Cosmos; Fundação para a Ciência e a Tecnologia; Biotechnology and Biological Sciences Research Council; Ministério da Ciência, Tecnologia e Ensino Superior; Universitat de Barcelona; Istituto Nazionale di Astrofisica; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministerstwo Edukacji i Nauki; University of Bristol; University of Edinburgh; European Commission; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Science Foundation Ireland; UK Space Agency; University of Cambridge; University of Leicester; Javna Agencija za Raziskovalno Dejavnost RS; Leverhulme Trust; Science and Technology Facilities Council; National Research Foundation; University College London; Agenzia Spaziale Italiana; European Space Agency","keywords":"Physics; Photometry (optics); Astrometry; Supernova; Sky; Galaxy; Astronomy; Astrophysics; Transit (satellite); Stars; False alarm; False positive paradox; Computer science; Artificial intelligence","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":[0.001863694,0.001182649,0.0007418946,0.00436834,0.0008227795,0.002948559,0.002028105,0.001304709,0.0572694],"category_scores_gemma":[0.008093067,0.000583465,0.001296437,0.004703343,0.0003523556,0.001433231,0.00255158,0.001468195,0.0743413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630738,"about_ca_system_score_gemma":0.002843553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04297329,"about_ca_topic_score_gemma":0.04400263,"domain_scores_codex":[0.9989237,0.00009848051,0.0001165579,0.0001744571,0.000431715,0.0002550186],"domain_scores_gemma":[0.993098,0.0005286655,0.0007938049,0.002297151,0.002661348,0.0006210909],"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":[0.0005037846,0.00004577421,0.009995804,0.0003767545,0.0000763374,0.0001500791,0.0001167077,0.0005489292,0.001608209,0.001524371,0.9715534,0.01349971],"study_design_scores_gemma":[0.0001860319,0.00004690441,0.04116078,0.0001466807,0.00005459651,0.0001120327,0.00008358147,0.0006663582,0.002080564,0.001165618,0.9542356,0.00006130056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003703923,0.0001653224,0.001655497,0.0005584847,0.0003404164,0.0002103304,0.9590806,0.01181886,0.02246654],"genre_scores_gemma":[0.009452399,0.0001029962,0.005910671,0.0004985526,0.0001203846,0.0003246809,0.9732517,0.003212752,0.007125807],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0572694,"threshold_uncertainty_score":0.1915852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433791185256901,"score_gpt":0.2207072074958879,"score_spread":0.2063692956433189,"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."}}