{"id":"W2229796775","doi":"10.1051/0004-6361/201527377","title":"SDSS-IV eBOSS emission-line galaxy pilot survey","year":2016,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Argonne National Laboratory; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Smithsonian Astrophysical Observatory; Office of Science; University of Colorado Boulder; Lawrence Berkeley National Laboratory; Jet Propulsion Laboratory; University of Illinois at Urbana-Champaign; Max-Planck-Institut für Astrophysik; University of Sussex; Institut de Física d'Altes Energies; Universidad Nacional Autónoma de México; Yale University; U.S. Department of Energy; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Science and Technology Facilities Council; York University; Ministério da Ciência, Tecnologia e Inovação; Ministerio de Economía y Competitividad; Leibniz-Gemeinschaft; Agence Nationale de la Recherche; Deutsche Forschungsgemeinschaft; Fermilab; Max-Planck-Institut für Astronomie; Integrated Electronics Engineering Center, Binghamton University; University of Edinburgh; University of Nottingham; European Commission; Carnegie Institution for Science; Instituto de Astrofísica de Canarias; University of Cambridge; Centre National de la Recherche Scientifique; National Science Foundation; University of Michigan; University of Notre Dame; Carnegie Mellon University; University of California, Los Angeles; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Portsmouth; New Mexico State University; University of Utah; Vanderbilt University; University of Chicago; Ohio State University; Smithsonian Institution; California Institute of Technology; University College London; National Aeronautics and Space Administration; Financiadora de Estudos e Projetos; University of Pennsylvania","keywords":"Spectrograph; Sky; Redshift; Galaxy; Physics; Baryon; Astrophysics; Emission spectrum; Astronomy; Spectral line","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":[0.001102791,0.0002772475,0.0002735104,0.0007161928,0.0002850387,0.0002889817,0.0003864449,0.0001717143,0.003053122],"category_scores_gemma":[0.001396861,0.0001471606,0.0001586209,0.0007892964,0.0001692585,0.0003262037,0.0007891377,0.0002213119,0.001273602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002587455,"about_ca_system_score_gemma":0.0002572337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007136941,"about_ca_topic_score_gemma":0.007578661,"domain_scores_codex":[0.9996463,0.00007344859,0.00002197959,0.00007944422,0.0001142283,0.00006461048],"domain_scores_gemma":[0.9990498,0.00008605531,0.00009088299,0.0003423402,0.0002888145,0.0001421178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005621476,0.001316603,0.5926692,0.0003482389,0.0003119347,0.0003732213,0.0007472064,0.02479797,0.07610106,0.009202548,0.08121724,0.2072933],"study_design_scores_gemma":[0.0004993098,0.0005915932,0.8753127,0.00002807256,0.00006779066,0.0002376806,0.0001649372,0.02515442,0.02226454,0.001906058,0.07373323,0.00003979371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080279,0.0001495712,0.01511792,0.0001454375,0.00003167157,0.0005121065,0.04982572,0.003093058,0.02309651],"genre_scores_gemma":[0.8288183,0.0001192914,0.03860138,0.0001879243,0.00004686263,0.0003422583,0.1254811,0.0005881544,0.005814748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007136941,"threshold_uncertainty_score":0.01419079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366060701954207,"score_gpt":0.218646380098922,"score_spread":0.2049857730793799,"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."}}