{"id":"W4388604168","doi":"10.1093/mnras/stad3474","title":"XQz5: a new ultraluminous <i>z</i> ∼ 5 quasar legacy sample","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Australian Astronomical Optics-Macquarie; Science Mission Directorate; Queen's University; University of North Carolina at Chapel Hill; Eötvös Loránd Tudományegyetem; Curtin University of Technology; Queen's University Belfast; Gordon and Betty Moore Foundation; Swinburne University of Technology; Australian Research Council; Space Telescope Science Institute; European School of Oncology; National Computational Infrastructure; Los Alamos National Laboratory; Division of Arctic Sciences; Johns Hopkins University; Australian National Data Service; National Central University; Planetary Science Division; Monash University; Ministério da Ciência, Tecnologia e Inovação; National Aeronautics and Space Administration; Astronomy Australia Limited; Australian National University; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Physics; Quasar; 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":[0.0006923751,0.0003295439,0.0002662998,0.001987017,0.0007720113,0.000935196,0.0008465028,0.0002558578,0.003721263],"category_scores_gemma":[0.0007353643,0.0001515154,0.0003013877,0.001027462,0.0003522189,0.0004191853,0.001397517,0.0002098177,0.001196533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743766,"about_ca_system_score_gemma":0.0003761176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160099,"about_ca_topic_score_gemma":0.01705087,"domain_scores_codex":[0.9995944,0.00003624436,0.00004783553,0.0001231875,0.0001054803,0.00009289507],"domain_scores_gemma":[0.9993501,0.00003474885,0.0001703441,0.0001220968,0.000125402,0.0001972476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002988734,0.0002355072,0.9625857,0.0000845079,0.00007811671,0.0007781518,0.0010564,0.0001197147,0.009134294,0.0009050812,0.003806319,0.02091723],"study_design_scores_gemma":[0.00002030606,0.00008985082,0.9902698,0.00001189814,0.00002641277,0.0005531118,0.0002943789,0.0001425156,0.0004686222,0.00005507277,0.00806444,0.000003625895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916837,0.000196515,0.0007662512,0.00005661289,0.000009169662,0.0001343725,0.005377463,0.00004477359,0.001731022],"genre_scores_gemma":[0.9634976,0.0001626588,0.002477465,0.0002023586,0.00003870817,0.0001121005,0.03120288,0.00003472996,0.002271563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160099,"threshold_uncertainty_score":0.02306694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008943991232187,"score_gpt":0.2073659290060003,"score_spread":0.1972764890936785,"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."}}