{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002638247,0.001170647,0.001109147,0.004658638,0.0006749392,0.002054857,0.001192379,0.0006194309,0.0307352],"category_scores_gemma":[0.007607364,0.0007583689,0.0005778692,0.008126804,0.0002938372,0.001772754,0.00267329,0.001485568,0.05315205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518401,"about_ca_system_score_gemma":0.004083305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03323686,"about_ca_topic_score_gemma":0.03506654,"domain_scores_codex":[0.9975643,0.0002182672,0.0002795831,0.0002955378,0.001310324,0.0003319976],"domain_scores_gemma":[0.9899852,0.0005384136,0.001629947,0.002179538,0.004520753,0.001146226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296448,0.00005389021,0.01131355,0.0001373663,0.00003541886,0.00004988205,0.00006656857,0.000128187,0.000622909,0.0004908363,0.9721903,0.01478145],"study_design_scores_gemma":[0.0001135374,0.00003789819,0.08490498,0.00008954777,0.00002225989,0.00006344283,0.0001447765,0.0002380292,0.0006871686,0.0004778272,0.913178,0.00004249321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004595203,0.000127479,0.0007919642,0.00034553,0.0001600061,0.0001625654,0.9830739,0.001803763,0.0089396],"genre_scores_gemma":[0.002745001,0.0001083153,0.00120681,0.0001226459,0.00005006865,0.0001483311,0.992066,0.0003895808,0.003163442],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03323686,"threshold_uncertainty_score":0.1028194,"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."}}