{"id":"W3122742753","doi":"","title":"Biases in the Quasar Mass-Luminosity Plane","year":2016,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Physics; Quasar; Astrophysics; Reverberation mapping; Eddington luminosity; Black hole (networking); Luminosity; Redshift; Fundamental plane (elliptical galaxies); Line (geometry); Supermassive black hole; Galaxy; Astronomy; Galaxy formation and evolution; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002995639,0.0002512083,0.0002977702,0.0009686872,0.0003035528,0.001380295,0.0005255786,0.0003282802,0.001900841],"category_scores_gemma":[0.01902634,0.0001986604,0.0001853984,0.0007656143,0.000424248,0.0008561038,0.0009580672,0.0004181556,0.000712972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215639,"about_ca_system_score_gemma":0.0001406265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587387,"about_ca_topic_score_gemma":0.001749904,"domain_scores_codex":[0.9978683,0.0005557165,0.0002062988,0.0005879541,0.0006512461,0.0001304547],"domain_scores_gemma":[0.9889758,0.003768255,0.00368748,0.002062554,0.001359585,0.0001463289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002287663,0.00003088984,0.9151068,0.0001000499,0.0001302001,0.0001391883,0.0009782538,0.001832735,0.01429115,0.006960941,0.0009019099,0.05929914],"study_design_scores_gemma":[0.00001219118,0.00007369192,0.9605981,0.00008296633,0.00005143593,0.0007007929,0.0003536052,0.005813502,0.01829036,0.007394673,0.006595847,0.00003280848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610171,0.001143361,0.02486378,0.000304719,0.00006749254,0.00002370111,0.000917157,0.0004003029,0.01126241],"genre_scores_gemma":[0.9953197,0.0001093047,0.003694689,0.0001015341,0.00001527596,0.000006039771,0.0003392738,0.00003467781,0.0003795692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002995639,"threshold_uncertainty_score":0.01584268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676981794167813,"score_gpt":0.223070735785955,"score_spread":0.2063009178442769,"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."}}