{"id":"W4386722200","doi":"10.1088/1475-7516/2023/11/097","title":"DESI luminous red galaxy samples for cross-correlations","year":2023,"lang":"en","type":"article","venue":"Journal of Cosmology and Astroparticle Physics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Lawrence Berkeley National Laboratory; High Energy Physics; Division of Astronomical Sciences; Science and Technology Facilities Council; Jet Propulsion Laboratory; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Oak Ridge Institute for Science and Education; Ministerio de Ciencia e Innovación; Office of Science; National Aeronautics and Space Administration; U.S. Department of Energy; California Institute of Technology; Gordon and Betty Moore Foundation; Consejo Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Physics; Redshift; Astrophysics; Galaxy; Cosmic microwave background; Photometric redshift; Weak gravitational lensing; Planck; Astronomy; Cosmology; Observational cosmology; Redshift survey; Dark energy; Optics; Anisotropy","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":[0.0002723362,0.0001103872,0.0002102973,0.00005885226,0.0002782487,0.00004415046,0.0001032808,0.00002937331,0.00003183034],"category_scores_gemma":[0.0000302733,0.0001043851,0.0001075877,0.0001957767,0.0001397127,0.0003747862,0.00003143181,0.0001327567,0.00001796931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002067519,"about_ca_system_score_gemma":0.00007340348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006821517,"about_ca_topic_score_gemma":6.213849e-7,"domain_scores_codex":[0.9990736,0.0000339736,0.0004029565,0.0001016315,0.0001098193,0.0002780664],"domain_scores_gemma":[0.9990314,0.0001791986,0.0003261617,0.0001098042,0.000259374,0.00009411892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005575902,0.00006196881,0.9746745,0.000006960759,0.00006862385,6.173246e-8,0.0003617959,0.001188935,0.0005743129,0.02146547,0.0008952494,0.0006463132],"study_design_scores_gemma":[0.0008547709,0.0001649282,0.8667746,0.000007431846,0.00004455142,0.000008085935,0.0001290647,0.002519418,0.001290646,0.1280197,0.0001043085,0.00008253045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827917,0.00002370416,0.01652324,0.0002606302,0.0002173923,0.000114507,0.00001398925,0.00002036653,0.0000344184],"genre_scores_gemma":[0.9970369,0.000002857073,0.002325099,0.000004061465,0.000486124,0.00001389035,0.00002056593,0.00001337646,0.0000970892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079,"threshold_uncertainty_score":0.4256701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02481864657772405,"score_gpt":0.2741200854667361,"score_spread":0.2493014388890121,"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."}}