{"id":"W2278589840","doi":"10.3847/0004-637x/819/1/24","title":"A SURVEY OF LUMINOUS HIGH-REDSHIFT QUASARS WITH SDSS AND WISE. I. TARGET SELECTION AND OPTICAL SPECTROSCOPY","year":2016,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; National Astronomical Observatories, Chinese Academy of Sciences; Jet Propulsion Laboratory; Office of Science; Max-Planck-Institut für Astrophysik; People's Government of Yunnan Province; Chinese Academy of Sciences; York University; University of Cambridge; Pennsylvania State University; University of Virginia; Carnegie Mellon University; University of Arizona; College of Engineering, Michigan State University; University of Washington; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; University of Utah; Harvard University; University of Florida; University of Tokyo; Ohio State University; National Natural Science Foundation of China; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University; National Science Foundation","keywords":"Redshift; Quasar; Physics; Database; Analytical Chemistry (journal); Astrophysics; Algorithm; Materials science; Computer science; Chemistry; Galaxy","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":[0.001193242,0.0004127039,0.0003517363,0.003040674,0.0003743468,0.0005070674,0.0004072855,0.0002291232,0.000618185],"category_scores_gemma":[0.0008252725,0.0002946699,0.0003017187,0.001897136,0.0002307649,0.0003900866,0.0008125427,0.0002215885,0.0003892809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002923543,"about_ca_system_score_gemma":0.0004599469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005662012,"about_ca_topic_score_gemma":0.01043148,"domain_scores_codex":[0.9994833,0.00007802392,0.00005318532,0.0001152733,0.0001690597,0.0001011652],"domain_scores_gemma":[0.9980289,0.0001215275,0.0007449893,0.0001734479,0.0003299274,0.0006011254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008032764,0.00008992701,0.9686668,0.00006321178,0.00007944088,0.0001466834,0.0002544397,0.0001158644,0.01594224,0.0001819339,0.001292539,0.01308664],"study_design_scores_gemma":[0.000008338302,0.00004754695,0.9961391,0.00000440009,0.00002525349,0.00014559,0.00008937748,0.0003165065,0.001236598,0.00001932809,0.001962553,0.000005385841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957048,0.0002526908,0.0007333332,0.00005064286,0.000007211725,0.00003566597,0.00238116,0.00006707163,0.0007673438],"genre_scores_gemma":[0.9801474,0.0002875016,0.005641291,0.0001296329,0.00003820657,0.00004367474,0.01267422,0.00002005637,0.001018093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662012,"threshold_uncertainty_score":0.01125813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006124576664080035,"score_gpt":0.2050930321424023,"score_spread":0.1989684554783222,"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."}}