{"id":"W3146887446","doi":"10.1093/mnras/stab1620","title":"The GALAH survey and symbiotic stars – I. Discovery and follow-up of 33 candidate accreting-only systems","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Vetenskapsrådet; Jet Propulsion Laboratory; Knut och Alice Wallenbergs Stiftelse; Australian Astronomical Optics-Macquarie; Javna Agencija za Raziskovalno Dejavnost RS; Agenzia Spaziale Italiana; California Institute of Technology; European Space Agency; American Neurotology Society; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Stars; Bulge; Astronomy; White dwarf; Galaxy; Proper motion","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":[0.0003021262,0.0001946592,0.0001851129,0.001481378,0.0004235019,0.0004658569,0.0002440345,0.0001939391,0.0007391766],"category_scores_gemma":[0.0004811312,0.00012229,0.0001931231,0.0005288686,0.0002445425,0.000246409,0.00101357,0.0001973571,0.0003151117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167171,"about_ca_system_score_gemma":0.0001588289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158941,"about_ca_topic_score_gemma":0.002118614,"domain_scores_codex":[0.999816,0.00003441826,0.0000143288,0.00004827726,0.00003501747,0.00005195645],"domain_scores_gemma":[0.999549,0.00005463501,0.0001289317,0.00005166256,0.00006300853,0.0001527976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005368607,0.00001634208,0.9933252,0.000009705529,0.00001017315,0.0002565979,0.0002323466,0.00001980757,0.002215795,0.00002676912,0.00005895536,0.003774496],"study_design_scores_gemma":[0.000003394234,0.00005126972,0.9971432,0.000004521135,0.00001039353,0.0007187283,0.0003731658,0.0001358576,0.0006097041,0.00002908124,0.0009179356,0.000002816746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993916,0.0001395001,0.00006301447,0.0000121897,0.00000204718,0.000003340823,0.0001238883,0.000002969752,0.0002615581],"genre_scores_gemma":[0.9990897,0.00008902516,0.0001576226,0.00001774267,0.000004586148,0.000003715429,0.0003860254,0.000001422305,0.000250043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00158941,"threshold_uncertainty_score":0.003160357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008145553951046733,"score_gpt":0.2017576406119441,"score_spread":0.1936120866608973,"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."}}