{"id":"W4377298396","doi":"10.48550/arxiv.2305.11225","title":"Quasar Luminosity Function at z = 7","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; Los Alamos National Laboratory; National Astronomical Observatory of Japan; Gordon and Betty Moore Foundation; National Central University; Max-Planck-Gesellschaft; Space Telescope Science Institute; Queen's University; Johns Hopkins University; Queen's University Belfast; National Aeronautics and Space Administration; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Quasar; Reionization; Astrophysics; Physics; Redshift; Luminosity function; Luminosity; Amplitude; Galaxy; Astronomy; Optics","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":[0.0002423789,0.0001563277,0.0001692692,0.001356533,0.0002036006,0.0006648467,0.0002133692,0.0002062974,0.002366875],"category_scores_gemma":[0.000798833,0.00005556131,0.0001742686,0.0004656605,0.0001915052,0.0003111757,0.0003829798,0.0002150652,0.001112623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323755,"about_ca_system_score_gemma":0.00008446367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004455561,"about_ca_topic_score_gemma":0.003190851,"domain_scores_codex":[0.999864,0.00001409323,0.000004612845,0.0000217956,0.00004001368,0.00005539494],"domain_scores_gemma":[0.9992847,0.0000984678,0.0002084733,0.00003253934,0.0002101939,0.0001656988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007542661,0.00003198915,0.9730761,0.00001781456,0.00004344765,0.0001386842,0.0005261583,0.0005427946,0.005618387,0.001936037,0.002412094,0.01558103],"study_design_scores_gemma":[0.000001007067,0.00002229365,0.9974565,0.000004170985,0.000005948883,0.0001017962,0.0001043222,0.0003119765,0.0003408505,0.0001370356,0.001510114,0.000004039675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930534,0.0001167533,0.0002801167,0.00004500654,0.000003241747,0.000002573566,0.001022207,0.00007401255,0.005402799],"genre_scores_gemma":[0.9967806,0.00005865098,0.0001683641,0.00002198957,0.000009140356,0.00000353453,0.002426281,0.0000105765,0.0005207788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004455561,"threshold_uncertainty_score":0.008859277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04889264577806399,"score_gpt":0.173873116792106,"score_spread":0.124980471014042,"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."}}