{"id":"W4233656447","doi":"10.1002/asna.202113972","title":"Gaia search for stellar companions of <scp>TESS</scp> Objects of Interest <scp>II</scp>","year":2021,"lang":"en","type":"article","venue":"Astronomische Nachrichten","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; U.S. Naval Observatory; Fermilab; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Queen's University; Planetary Science Division; Science Mission Directorate; University of Pittsburgh; Johns Hopkins University; Space Telescope Science Institute; New Mexico State University; National Science Foundation; University of Washington; Princeton University; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Smithsonian Institution","keywords":"Physics; Astrometry; White dwarf; Stars; Astrophysics; Binary number; Proper motion; Stellar mass; Photometry (optics); Astronomy; Brown dwarf; Star formation","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":[0.0003198665,0.0002670807,0.000315424,0.003499231,0.0006793623,0.000738145,0.0003548317,0.00029605,0.001675167],"category_scores_gemma":[0.0007448476,0.0001782096,0.000306152,0.00143639,0.0002179954,0.0003096667,0.001068414,0.0002215665,0.0006682987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034484,"about_ca_system_score_gemma":0.0002631811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391269,"about_ca_topic_score_gemma":0.002751828,"domain_scores_codex":[0.9997298,0.00002155497,0.00001390793,0.00009874682,0.00007037492,0.00006548226],"domain_scores_gemma":[0.9990838,0.00008688031,0.0003256824,0.0001190617,0.0001578509,0.0002267886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001567851,0.00004240825,0.9570804,0.00006394045,0.0001197789,0.0004600465,0.0002293478,0.0003210895,0.02107061,0.0002657763,0.0007715891,0.01941828],"study_design_scores_gemma":[0.000005805488,0.00006699122,0.9907926,0.00001024044,0.00005647201,0.001011192,0.000177572,0.001031267,0.003151433,0.0001221883,0.003568631,0.00000569855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960775,0.0003301748,0.0007650497,0.00001972076,0.000005044733,0.00001185102,0.000744444,0.00009912028,0.00194721],"genre_scores_gemma":[0.9958833,0.0000939821,0.001242361,0.0000114472,0.0000122243,0.000006595566,0.002313404,0.00001204186,0.0004246166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003499231,"threshold_uncertainty_score":0.005603969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374827737573288,"score_gpt":0.2621419666427305,"score_spread":0.2246591928854017,"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."}}