{"id":"W4388604103","doi":"10.48550/arxiv.2311.05098","title":"XQz5: A New Ultraluminous z$\\sim$5 Quasar Legacy Sample","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Australian Astronomical Optics-Macquarie; Science Mission Directorate; Smithsonian Astrophysical Observatory; University of North Carolina at Chapel Hill; Los Alamos National Laboratory; Johns Hopkins University; Australian National Data Service; College of Engineering, Michigan State University; Queen's University; Eötvös Loránd Tudományegyetem; Curtin University of Technology; Gordon and Betty Moore Foundation; Swinburne University of Technology; Queen's University Belfast; Space Telescope Science Institute; National Computational Infrastructure; Michigan State University; Australian Government; National Central University; Planetary Science Division; Monash University; Max-Planck-Institut für Astronomie; Australian National University; Astronomy Australia Limited; Durham University; Smithsonian Institution; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; National Science Foundation","keywords":"Quasar; Physics; Astrophysics; Redshift; Active galactic nucleus; Astronomy; Telescope; Luminosity; 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":[0.00055284,0.0003625197,0.0002834866,0.001980021,0.0007519224,0.0008307271,0.0007737671,0.0002424701,0.004679654],"category_scores_gemma":[0.0005655511,0.0001444035,0.0002869077,0.001014697,0.0003160498,0.0004099493,0.001426787,0.0002104265,0.001458482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334374,"about_ca_system_score_gemma":0.0003631095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008584446,"about_ca_topic_score_gemma":0.0138675,"domain_scores_codex":[0.9997019,0.00002771601,0.00003307039,0.00008849512,0.00008172411,0.00006710604],"domain_scores_gemma":[0.9995808,0.00002361836,0.00009465382,0.0000841025,0.00007369827,0.000143209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005168005,0.0003640807,0.9338949,0.0001500145,0.0001070091,0.001268664,0.001238065,0.0001969787,0.01229909,0.002252517,0.008463598,0.0392483],"study_design_scores_gemma":[0.00003296365,0.0001166038,0.9748636,0.00001684088,0.00003776275,0.0009410414,0.0003882335,0.0002569969,0.0007315779,0.0001446322,0.02246377,0.000005885254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852024,0.0003126794,0.001398386,0.00008551458,0.00001420246,0.0001959673,0.009642018,0.00008280189,0.003066035],"genre_scores_gemma":[0.9293212,0.0002579358,0.004142278,0.0003021531,0.00006412067,0.0001955353,0.06050133,0.00006329676,0.005152084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008584446,"threshold_uncertainty_score":0.01706892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06194104288172068,"score_gpt":0.1899715290789018,"score_spread":0.1280304861971811,"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."}}