{"id":"W2966950836","doi":"10.1051/0004-6361/201936195","title":"Optical characterization of WISE selected blazar candidates","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Japan Aerospace Exploration Agency; Smithsonian Astrophysical Observatory; Institut National de Physique Nucléaire et de Physique des Particules; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Istituto Nazionale di Fisica Nucleare; Universidad Nacional Autónoma de México; Agenzia Spaziale Italiana; Ministério da Ciência, Tecnologia e Inovação; Fundação de Amparo à Pesquisa do Estado de São Paulo; Ministry of Education, Culture, Sports, Science and Technology; University of Oxford; Istituto Nazionale di Astrofisica; York University; Dipartimenti di Eccellenza; Centre National de la Recherche Scientifique; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Ministero dell’Istruzione, dell’Università e della Ricerca; Alfred P. Sloan Foundation; Johns Hopkins University; University of Washington; Carnegie Institution of Washington; University of Utah; European Commission; Compagnia di San Paolo; High Energy Accelerator Research Organization; Ohio State University; Vetenskapsrådet; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Yale University; California Institute of Technology; Comisión Nacional de Investigación Científica y Tecnológica; National Aeronautics and Space Administration","keywords":"Blazar; Physics; Astrophysics; Sky; Quasar; Telescope; Fermi Gamma-ray Space Telescope; Extragalactic background light; Optical spectra; Intergalactic travel; Astronomy; Spectral line; Redshift; Gamma ray; Galaxy","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":[0.0008650239,0.0004265066,0.0002639032,0.004156435,0.0003804816,0.0007841357,0.0003253595,0.00015414,0.002500562],"category_scores_gemma":[0.001505241,0.0001495623,0.0003043309,0.001719742,0.0002170253,0.0003064975,0.0005967714,0.0001693014,0.0010169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827168,"about_ca_system_score_gemma":0.0003985399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003054003,"about_ca_topic_score_gemma":0.008135356,"domain_scores_codex":[0.9995483,0.00004077669,0.00004852199,0.0001151368,0.0001628351,0.00008448047],"domain_scores_gemma":[0.9979542,0.0001655112,0.0009982164,0.0002090638,0.0003650886,0.0003078526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001748499,0.00004565457,0.9583864,0.0001127617,0.00006237004,0.0002327749,0.0003359867,0.0005306096,0.01544012,0.0005084543,0.002972228,0.0211979],"study_design_scores_gemma":[0.000008585454,0.00004247885,0.9920471,0.0000161876,0.00003534403,0.0002741764,0.0001378085,0.0006883813,0.00285265,0.00009126282,0.003798693,0.00000742895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866732,0.0005529419,0.002918358,0.00007071954,0.00001551603,0.0001032427,0.005126162,0.0002259982,0.004313883],"genre_scores_gemma":[0.9570006,0.0003980336,0.008131049,0.00007474652,0.00005428267,0.0001143157,0.03133149,0.00009765562,0.002797772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004156435,"threshold_uncertainty_score":0.008365214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002778571147762,"score_gpt":0.1758635568521549,"score_spread":0.1730849857043929,"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."}}