{"id":"W4405271410","doi":"10.48550/arxiv.2412.07697","title":"Gaia20bdk -- a new FUor in Sh 2-301 Star Forming Region","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Astronomical Optics-Macquarie; National Research, Development and Innovation Office; Science Mission Directorate; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; University of California, Los Angeles; Stockholms Universitet; National Cancer Institute; Háskóli Íslands; Universitetet i Oslo; National Central University; Queen's University; Ministerstwo Edukacji i Nauki; Gordon and Betty Moore Foundation; Swinburne University of Technology; Queen's University Belfast; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Turun Yliopisto; Aarhus Universitet; University of St Andrews; Australian Government; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Magyar Tudományos Akadémia; Space Telescope Science Institute; National Computational Infrastructure; Los Alamos National Laboratory; Australian National Data Service; Johns Hopkins University; Curtin University of Technology; Ministerio de Ciencia e Innovación; European Commission; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; California Institute of Technology; Astronomy Australia Limited; Australian National University; National Aeronautics and Space Administration; Hungarian Scientific Research Fund; Planetary Science Division; Monash University; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology; Durham University; Smithsonian Institution; Liverpool John Moores University; National Science Foundation","keywords":"Star (game theory); Astrophysics; Physics","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":[0.0001781398,0.0002874449,0.0002715153,0.0009865579,0.0004805051,0.0007575156,0.0003288299,0.0003159877,0.0007380788],"category_scores_gemma":[0.0002987572,0.0001134516,0.0002522334,0.0007927687,0.0002839188,0.0003391074,0.000753449,0.0002296194,0.0005136088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466395,"about_ca_system_score_gemma":0.0002081233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019486,"about_ca_topic_score_gemma":0.004384357,"domain_scores_codex":[0.9998816,0.00000585008,0.000007345891,0.00004663487,0.00002899875,0.0000295286],"domain_scores_gemma":[0.9997366,0.00001244832,0.0001040911,0.00003535446,0.00002788637,0.00008366074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003802883,0.0001547577,0.9026338,0.0002195236,0.0001019318,0.003847833,0.0006954429,0.0008762662,0.05443617,0.001328089,0.002160914,0.03316499],"study_design_scores_gemma":[0.00001307949,0.0001341821,0.9797951,0.00002130777,0.00005561606,0.002910306,0.0004005854,0.00146231,0.003168378,0.0003839921,0.01164205,0.000012902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995538,0.0004746631,0.0008044082,0.00004854937,0.00001729738,0.00002676764,0.0006618611,0.00009958654,0.002328899],"genre_scores_gemma":[0.9951472,0.0001339147,0.00143997,0.00004882868,0.00001893477,0.000007910337,0.002468646,0.00002175379,0.0007128247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003019486,"threshold_uncertainty_score":0.006003797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0605064180306466,"score_gpt":0.187649307317332,"score_spread":0.1271428892866854,"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."}}