{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003180123,0.0003859797,0.0008588391,0.0001342046,0.0002311175,0.00004007961,0.0004022544,0.0001038654,0.00006168329],"category_scores_gemma":[0.0001430457,0.0003838692,0.0003891618,0.0003070061,0.0001890919,0.000129147,0.0003425624,0.0003205874,0.00003667062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002833388,"about_ca_system_score_gemma":0.0002787921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073982,"about_ca_topic_score_gemma":0.00002676159,"domain_scores_codex":[0.9977755,0.0001268763,0.0006753327,0.0005258291,0.0002108918,0.0006855745],"domain_scores_gemma":[0.9962822,0.002184537,0.0003708417,0.0005590149,0.0004111771,0.0001922082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001511771,0.0005759011,0.9735165,0.0001550219,0.001398023,0.000001982601,0.002103703,0.0006164277,0.002360846,0.0030093,0.01384124,0.002405984],"study_design_scores_gemma":[0.006098343,0.001046673,0.5553095,0.00029485,0.001124702,0.00001088088,0.03141558,0.001546707,0.3376319,0.0006389253,0.06456488,0.0003171225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227453,0.001454875,0.003172796,0.00005634083,0.0003874722,0.0004879774,0.0003170644,0.00003092319,0.07134725],"genre_scores_gemma":[0.9933541,0.00002554526,0.002982837,0.00002342933,0.0004955599,0.00003777092,0.0004228216,0.00004966024,0.002608322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.418207,"threshold_uncertainty_score":0.9998613,"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."}}