{"id":"W3180609975","doi":"10.1051/0004-6361/202141744","title":"Dark Energy Survey Year 3 Results: Galaxy mock catalogs for BAO analysis","year":2021,"lang":"en","type":"preprint","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"SLAC National Accelerator Laboratory; Integrated Electronics Engineering Center, Binghamton University; European Regional Development Fund; Science and Technology Facilities Council; Horizon 2020 Framework Programme; University of Illinois at Urbana-Champaign; Institut de Física d'Altes Energies; Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; European Commission; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; Office of Science; University of Edinburgh; University of Nottingham; University of Portsmouth; University College London; Lawrence Berkeley National Laboratory; University of Pennsylvania; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; University of Sussex; Ministerio de Ciencia, Innovación y Universidades; University of Michigan; Ohio State University; Ministério da Ciência, Tecnologia e Inovação; High Energy Physics; Deutsche Forschungsgemeinschaft; Argonne National Laboratory; Centres de Recerca de Catalunya; U.S. Department of Energy; University of Chicago; University of Cambridge; Fermilab; National Science Foundation","keywords":"Physics; Astrophysics; Redshift; Dark energy; Galaxy; Halo; Photometric redshift; Redshift survey; Cosmology; Sky; Astronomy; Cluster analysis; Baryon; Galaxy formation and evolution; Statistics","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":[0.003171342,0.0005708337,0.0005235241,0.001367769,0.000587981,0.001244632,0.001196219,0.0006181846,0.00625012],"category_scores_gemma":[0.0140001,0.0005034023,0.0008099786,0.001453287,0.0003364291,0.0007717303,0.001111435,0.0006478269,0.002050414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000902921,"about_ca_system_score_gemma":0.0007095619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006426839,"about_ca_topic_score_gemma":0.007176892,"domain_scores_codex":[0.9990022,0.0003683019,0.00007683435,0.0001746023,0.0002887168,0.00008948985],"domain_scores_gemma":[0.9934044,0.001295681,0.0003966079,0.003107715,0.001431346,0.0003642321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003221138,0.0009882807,0.3351388,0.0003776316,0.0009280909,0.0006162554,0.001208354,0.385015,0.01476785,0.02493572,0.1273134,0.1054894],"study_design_scores_gemma":[0.0008945779,0.0005056189,0.1999513,0.00009821849,0.0002244606,0.0003713297,0.0003798837,0.6438987,0.02392172,0.01327403,0.1162309,0.0002490991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7359775,0.0002328369,0.1087676,0.0003963063,0.0002318018,0.0008609646,0.1137887,0.02497921,0.0147652],"genre_scores_gemma":[0.7676082,0.00006715551,0.08423682,0.0001260505,0.00005296411,0.000924334,0.1413455,0.003305139,0.002333848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006426839,"threshold_uncertainty_score":0.02090871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029298455286436,"score_gpt":0.2138517741488596,"score_spread":0.2035587895959952,"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."}}