{"id":"W2081198904","doi":"10.1088/0067-0049/211/2/17","title":"THE TENTH DATA RELEASE OF THE SLOAN DIGITAL SKY SURVEY: FIRST SPECTROSCOPIC DATA FROM THE SDSS-III APACHE POINT OBSERVATORY GALACTIC EVOLUTION EXPERIMENT","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":1009,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Alfred P. Sloan Foundation; U.S. Department of Energy; Science and Technology Facilities Council; National Science Foundation","keywords":"Physics; Astrophysics; Astronomy; Sky; Galaxy; Observatory; Spectral line; Bulge; Milky Way; Boss; Spectrograph; Quasar; Stars","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001147979,0.0003347681,0.000311336,0.0000164455,0.002006224,0.0005619681,0.003633057,0.00002569681,0.0002984291],"category_scores_gemma":[0.0001477883,0.000153553,0.000148662,0.0002222162,0.0006056395,0.001640802,0.001842061,0.0005570457,0.00004512796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781589,"about_ca_system_score_gemma":0.0001971627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483717,"about_ca_topic_score_gemma":0.0004133399,"domain_scores_codex":[0.9968367,0.0006286957,0.0007519666,0.0003680056,0.0008699324,0.0005446679],"domain_scores_gemma":[0.9952293,0.0006777272,0.0007560955,0.003055555,0.0001555518,0.0001257545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002564423,0.0003424965,0.9436424,0.000006877613,0.0004364354,3.613101e-8,0.001181871,0.0001045004,0.0006361875,0.020796,0.03239898,0.0001977472],"study_design_scores_gemma":[0.0006420635,0.0001528986,0.978344,0.00004305295,0.0001190466,0.000002251831,0.003770214,0.001808334,0.0004182321,0.009862526,0.004655252,0.0001821277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799943,0.0001222667,0.009070058,0.007545038,0.000572965,0.00054153,0.002102219,0.00002010271,0.00003152961],"genre_scores_gemma":[0.9968864,0.00001796303,0.0003687062,0.00001431328,0.001285367,0.00002268333,0.001259428,0.00003068425,0.0001144397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03470158,"threshold_uncertainty_score":0.999293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416640549639044,"score_gpt":0.2412092568351874,"score_spread":0.217042851338797,"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."}}