{"id":"W2062713883","doi":"10.1086/503559","title":"The Sloan Digital Sky Survey Quasar Survey: Quasar Luminosity Function from Data Release 3","year":2006,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":883,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Redshift; Quasar; Astrophysics; Physics; Sky; Supermassive black hole; Luminosity function; Redshift survey; Luminosity; Astronomy; Accretion (finance); Galaxy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002025587,0.0002803204,0.0002689036,0.00004082942,0.001230447,0.0009221613,0.001303037,0.00005028855,0.000254677],"category_scores_gemma":[0.00007237096,0.0001841461,0.0001403507,0.000147168,0.0002502665,0.001168958,0.0003558015,0.0006552567,0.0003964786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568848,"about_ca_system_score_gemma":0.0002200818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007413033,"about_ca_topic_score_gemma":0.001006636,"domain_scores_codex":[0.9973441,0.0006854424,0.0007390808,0.0003250608,0.0003543029,0.0005520138],"domain_scores_gemma":[0.9973355,0.0007568689,0.0005174986,0.00103522,0.0001677887,0.0001871119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001847119,0.0001263899,0.9862546,5.04536e-7,0.0001257935,1.058954e-8,0.00004165644,0.0002811663,0.00001743229,0.0004283709,0.01165164,0.0008877104],"study_design_scores_gemma":[0.0006191718,0.00004583625,0.9921128,0.000005862834,0.00004302699,0.000001966546,0.0002150354,0.00244242,0.00001570249,0.002772428,0.001523381,0.0002023866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907735,0.00008444262,0.006531661,0.0002783451,0.0005877043,0.0001627263,0.001352398,0.00002779265,0.0002014031],"genre_scores_gemma":[0.9946826,0.000002632792,0.00007341747,0.000003024969,0.001885863,0.000003065653,0.003047765,0.00003065021,0.0002709619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01012826,"threshold_uncertainty_score":0.9991967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070390984049469,"score_gpt":0.222525687801278,"score_spread":0.2018217779607833,"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."}}