{"id":"W4288485561","doi":"10.1051/0004-6361/201834546","title":"Open clusters in APOGEE and GALAH","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Institut de Ciències del Cosmos; Australian Astronomical Optics-Macquarie; Smithsonian Astrophysical Observatory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; Max-Planck-Institut für Astrophysik","keywords":"Stars; Open cluster; Context (archaeology); Metallicity; Astrophysics; Cluster (spacecraft); Spectroscopy; Physics; Radial velocity; Spectral line; Astronomy; Geology; Computer science; Paleontology","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":[0.0003171382,0.0001455358,0.0002109207,0.001535908,0.0006242135,0.0009214258,0.000298171,0.0002312009,0.002535271],"category_scores_gemma":[0.001300166,0.00008395536,0.0001565204,0.00118313,0.00068798,0.0005962618,0.002143852,0.000250151,0.000353654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616768,"about_ca_system_score_gemma":0.0002422384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00629001,"about_ca_topic_score_gemma":0.005688552,"domain_scores_codex":[0.9996852,0.00004908153,0.00001928577,0.0001251153,0.00005444468,0.00006688028],"domain_scores_gemma":[0.9990595,0.0001863648,0.0003142068,0.0001124405,0.0001007254,0.000226725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004715685,0.00003178402,0.9811435,0.00008503567,0.00009863811,0.0002837121,0.0009381422,0.0002543611,0.001080236,0.001316857,0.00182043,0.01247574],"study_design_scores_gemma":[0.000009295767,0.00001784616,0.9961408,0.00001484128,0.00001605598,0.0001979747,0.0008658768,0.0001700232,0.000106866,0.000461664,0.001993317,0.000005488323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963484,0.0003745941,0.0001846216,0.0001293144,0.0000168346,0.000007610308,0.0008431652,0.0000127608,0.002082644],"genre_scores_gemma":[0.9976881,0.0001294094,0.0002276099,0.00005576776,0.00001720285,0.000009681599,0.00140964,0.000006289983,0.0004563729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00629001,"threshold_uncertainty_score":0.01250684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00791491029354145,"score_gpt":0.2119779204259848,"score_spread":0.2040630101324434,"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."}}