{"id":"W3042971172","doi":"10.1093/mnras/staa2416","title":"The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Large-scale structure catalogues for cosmological analysis","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Lawrence Berkeley National Laboratory; High Energy Physics; H2020 European Research Council; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; South East Physics Network; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Ministry of Education, Science and Technology; Ministério da Ciência, Tecnologia e Inovação; Agence Nationale de la Recherche; University of Oxford; York University; National Energy Research Scientific Computing Center; Leibniz-Gemeinschaft; University of Notre Dame; Sejong University; Ohio State University; National Research Foundation; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; University of Utah; Carnegie Institution of Washington; U.S. Department of Energy; Smithsonian Institution; National Research Foundation of Korea; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Physics; Redshift; Astrophysics; Quasar; Baryon; Galaxy; Sky; Cosmic distance ladder; Baryon acoustic oscillations; Observational cosmology; Astronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001849883,0.0005214881,0.0004524056,0.008424298,0.000370636,0.0009156203,0.0008038009,0.0002367625,0.01447139],"category_scores_gemma":[0.006177291,0.0003511313,0.0005776049,0.009800627,0.0001754094,0.0007406645,0.001492355,0.0005124115,0.007501342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679668,"about_ca_system_score_gemma":0.001791882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02139133,"about_ca_topic_score_gemma":0.02798271,"domain_scores_codex":[0.9991128,0.0001433393,0.00009158411,0.0001576385,0.0003896935,0.0001048728],"domain_scores_gemma":[0.9948138,0.0005347979,0.00100333,0.001464162,0.001472407,0.0007115707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003062606,0.0001961623,0.5443748,0.0004221324,0.0003406816,0.0001444826,0.0004994727,0.008504127,0.00904914,0.008146941,0.2335103,0.1945055],"study_design_scores_gemma":[0.0001134044,0.00003942086,0.8476027,0.00007955301,0.00004508539,0.00009694503,0.0001450479,0.007862736,0.001682143,0.002975087,0.139314,0.00004379359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1711282,0.0003963822,0.03569815,0.0001850016,0.00004798065,0.0006771408,0.7735232,0.004308999,0.01403493],"genre_scores_gemma":[0.08688802,0.0002122412,0.04787224,0.00006773718,0.00005216846,0.0008084746,0.8602727,0.0005713987,0.003255005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02139133,"threshold_uncertainty_score":0.04841161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182643355617673,"score_gpt":0.2178293835753696,"score_spread":0.2060029500191928,"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."}}