{"id":"W3106279043","doi":"10.3847/2515-5172/abc9b4","title":"Quasar Luminosity Function Modeled using a Tapered Power Law","year":2020,"lang":"en","type":"article","venue":"Research Notes of the AAS","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Supermassive black hole; Physics; Quasar; Accretion (finance); Eddington luminosity; Astrophysics; Luminosity function; Function (biology); Universe; Power law; Astronomy; Luminosity; Black hole (networking); Theoretical physics; 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":[0.0004182566,0.00009668855,0.0001437477,0.00004162168,0.0003745813,0.0000456875,0.0003403542,0.00003180629,0.0002981696],"category_scores_gemma":[0.00007065419,0.00007637744,0.0001116432,0.0003653471,0.0001821968,0.0002803598,0.0002458525,0.0002619811,0.00006890809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006863881,"about_ca_system_score_gemma":0.0001151714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609257,"about_ca_topic_score_gemma":0.00001387056,"domain_scores_codex":[0.9985836,0.0002039344,0.0002114834,0.000170687,0.0005219842,0.0003083565],"domain_scores_gemma":[0.9990478,0.0001143256,0.00008927292,0.0003428764,0.0003069249,0.00009876153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009986985,0.0001136947,0.9331044,0.00003794693,0.00009012034,7.464401e-9,0.001524519,0.002080712,0.02225312,0.04025937,0.0003954842,0.00004076192],"study_design_scores_gemma":[0.0007859573,0.0001783754,0.8792536,0.0000439062,0.00003185472,3.475126e-7,0.0007315237,0.07137188,0.01893562,0.02812398,0.0003305263,0.0002123965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962793,0.00003151548,0.001333399,0.0009568185,0.00005323228,0.0002759293,0.00002054272,0.00001834178,0.00103095],"genre_scores_gemma":[0.9994923,5.041277e-7,0.0002777084,0.000009698183,0.0001369092,0.000005248131,0.000009519741,0.00001417253,0.00005397026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06929117,"threshold_uncertainty_score":0.3264748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08829348204834653,"score_gpt":0.3157339482432838,"score_spread":0.2274404661949373,"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."}}