{"id":"W4367843995","doi":"10.3847/1538-3881/acc9bb","title":"A Catalog of Distance Determinations for the LAMOST DR8 K Giants in the Galactic Halo","year":2023,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; National Astronomical Observatories, Chinese Academy of Sciences; Science Mission Directorate; Max-Planck-Institut für Astronomie; Smithsonian Astrophysical Observatory; National Development and Reform Commission; Max-Planck-Gesellschaft; Queen's University; Chinese Academy of Sciences; Gordon and Betty Moore Foundation; Queen's University Belfast; National Key Research and Development Program of China; Space Telescope Science Institute; U.S. Naval Observatory; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; University of Pittsburgh; Los Alamos National Laboratory; Princeton University; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; New Mexico State University; Fermilab; National Science Foundation; Durham University; National Aeronautics and Space Administration; National Central University; Eötvös Loránd Tudományegyetem","keywords":"Physics; LAMOST; Astrophysics; Milky Way; Photometry (optics); Halo; Galactic halo; Astronomy; Stars; Galactic Center; Galaxy; Distance modulus","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":[0.0004367919,0.0002347398,0.0002479011,0.005035235,0.0003200315,0.000423268,0.000412158,0.0001966315,0.001990281],"category_scores_gemma":[0.001389609,0.0001234299,0.0001728261,0.003337375,0.0001246187,0.0002882822,0.0007395081,0.0001093427,0.001529459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037112,"about_ca_system_score_gemma":0.0002651673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004494461,"about_ca_topic_score_gemma":0.007800381,"domain_scores_codex":[0.9996773,0.00002928427,0.00003825098,0.00009854746,0.0001058069,0.00005076051],"domain_scores_gemma":[0.9983639,0.0001310396,0.0005517578,0.0003171837,0.0003894,0.0002467011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008947579,0.00001974352,0.9447249,0.00008823093,0.00005278523,0.0002082276,0.0003418172,0.0003517269,0.005767688,0.0002092414,0.004225314,0.04392095],"study_design_scores_gemma":[0.000007472685,0.00003101267,0.9815045,0.0000169676,0.00002429319,0.000311663,0.000138299,0.0003815084,0.0009800064,0.00008940483,0.01650633,0.000008591695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826084,0.0007589508,0.0008284763,0.00003894306,0.000005779439,0.00002018982,0.01275131,0.0003064778,0.002681467],"genre_scores_gemma":[0.949567,0.0004914255,0.003971673,0.00005680677,0.00002375074,0.00005981537,0.04324846,0.00006177228,0.002519282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005035235,"threshold_uncertainty_score":0.008936584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049771200893609,"score_gpt":0.2640324991663606,"score_spread":0.2435347871574245,"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."}}