{"id":"W4383312664","doi":"10.1093/mnras/stad2019","title":"The <i>Gaia</i> alerted fading of the FUor-type star Gaia21elv","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Science and Technology Facilities Council; Queen's University; European Commission; European Southern Observatory; University of Texas at Austin; Magyar Tudományos Akadémia; University of St Andrews; Queen's University Belfast; Korea Astronomy and Space Science Institute; National Aeronautics and Space Administration; Nuclear Safety and Security Commission; Space Telescope Science Institute; National Science Foundation","keywords":"Physics; Astrophysics; Photometry (optics); Astronomy; Stars; Spectral line; Fading; Accretion (finance); Star formation; Spectroscopy","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":[0.0001951277,0.0002076998,0.0001966623,0.0006908479,0.0004456131,0.000713578,0.0002146498,0.0004069356,0.0007665827],"category_scores_gemma":[0.0003596801,0.00009140601,0.0002909981,0.0003678164,0.0002086894,0.000243637,0.0004723434,0.000409287,0.0003010615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333513,"about_ca_system_score_gemma":0.0001087753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318352,"about_ca_topic_score_gemma":0.004081947,"domain_scores_codex":[0.9998783,0.000007290912,0.000006257515,0.00004455156,0.0000275785,0.00003617915],"domain_scores_gemma":[0.9996274,0.00002822139,0.0001112422,0.00004931478,0.00008299926,0.0001007352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004227497,0.0001158438,0.8495466,0.00009045772,0.000146516,0.002742699,0.000490348,0.001360544,0.1231777,0.0002446074,0.00161119,0.02005086],"study_design_scores_gemma":[0.000002302132,0.00004705373,0.9934825,0.000005593608,0.00001478586,0.000456882,0.00009024167,0.000508301,0.004096058,0.00002501594,0.001265053,0.000006163629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983883,0.000067514,0.0001041505,0.00003473653,0.00001071767,0.000003279519,0.0003440145,0.00003011522,0.001017178],"genre_scores_gemma":[0.9981432,0.00003172453,0.0002412443,0.00003609226,0.00001166715,0.000002608169,0.0009618714,0.000009830426,0.0005618097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00318352,"threshold_uncertainty_score":0.006329954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034525798947137,"score_gpt":0.2149204180411911,"score_spread":0.2045751600517197,"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."}}