{"id":"W1654120567","doi":"10.22323/1.052.0097","title":"Space densities and unified models of AGN","year":2008,"lang":"en","type":"article","venue":"Proceedings of From Planets to Dark Energy: the Modern Radio Universe — PoS(MRU)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Astrophysics; Redshift; Physics; Sky; Luminosity; Luminosity function; Population; Source counts; Astronomy; Sample (material); 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":[0.00007838804,0.0002612793,0.0004192474,0.0001205682,0.0001869389,0.00003087938,0.0004243294,0.00005452099,0.00004608944],"category_scores_gemma":[0.000005734765,0.0002167757,0.00009597928,0.0001744907,0.0003445249,0.0003250489,0.0002405403,0.0002041662,0.000003651034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002798483,"about_ca_system_score_gemma":0.00008011094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275357,"about_ca_topic_score_gemma":0.000006306848,"domain_scores_codex":[0.9986279,0.00001652239,0.0002473613,0.0003614386,0.0003634224,0.0003833309],"domain_scores_gemma":[0.9991388,0.0001298211,0.0001801875,0.0001792164,0.0001613624,0.0002106105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003047821,0.0008911705,0.01043507,0.00009097553,0.001796021,0.00003641244,0.02398056,0.03174231,0.2548323,0.5659159,0.01352417,0.0937073],"study_design_scores_gemma":[0.007971196,0.00185012,0.01153176,0.0006860357,0.0006948505,0.00003819895,0.02233332,0.2624908,0.4285409,0.2506643,0.01022266,0.00297581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97071,0.0000691649,0.01230553,0.0002456832,0.00002792546,0.0001522125,0.0002676133,0.00002375258,0.01619815],"genre_scores_gemma":[0.9968077,0.00002679722,0.001698597,0.00002069255,0.0001233291,0.000005772227,0.00005025828,0.0000253622,0.001241484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152516,"threshold_uncertainty_score":0.8839858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284587951101596,"score_gpt":0.1946758308623739,"score_spread":0.1818299513513579,"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."}}