{"id":"W3174278844","doi":"10.1051/0004-6361/202140990","title":"A2A: 21 000 bulge stars from the ARGOS survey with stellar parameters on the APOGEE scale","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of Colorado Boulder; Office of Science; Max-Planck-Institut für Astronomie; Ministério da Ciência, Tecnologia e Inovação; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Instituto de Astrofísica de Canarias; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; 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; Max-Planck-Institut für Astrophysik","keywords":"Bulge; Stars; Flattening; Red clump; Abundance (ecology); Galactic plane; Galactic Center","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":[0.0007366068,0.0005692621,0.0002985886,0.001828667,0.0003958645,0.0007007879,0.0003869119,0.0003846045,0.002897525],"category_scores_gemma":[0.001147218,0.0002924119,0.0003364272,0.001289027,0.0001674535,0.0004371566,0.0009897999,0.0003812251,0.002564214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583185,"about_ca_system_score_gemma":0.0003347468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719922,"about_ca_topic_score_gemma":0.007862407,"domain_scores_codex":[0.9994704,0.00007764116,0.00003386752,0.0002005185,0.0001539569,0.00006366666],"domain_scores_gemma":[0.9983941,0.0001089223,0.0003592962,0.0003447264,0.0003726858,0.0004203161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005051765,0.0002654199,0.8809063,0.0001548197,0.0003638303,0.0003089422,0.0004241103,0.002452217,0.01943781,0.0007236844,0.05477243,0.03968521],"study_design_scores_gemma":[0.00006703794,0.00008739078,0.9696018,0.00001630358,0.00004504734,0.0002501658,0.000160825,0.002731285,0.001707457,0.0002163295,0.02509767,0.00001874356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260503,0.0003297096,0.004332857,0.0001781534,0.00008872455,0.0001014804,0.06042154,0.001024066,0.00747322],"genre_scores_gemma":[0.8442045,0.0002094757,0.01622119,0.0003933239,0.0001672725,0.0002692285,0.1339248,0.0003076463,0.004302558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005719922,"threshold_uncertainty_score":0.01137328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332420755962616,"score_gpt":0.1913227191400147,"score_spread":0.1779985115803885,"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."}}