{"id":"W2903703631","doi":"10.1093/mnras/stz931","title":"Mass calibration of the CODEX cluster sample using SPIDERS spectroscopy – I. The richness–mass relation","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Division of Loan Repayment; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Max-Planck-Institut für Astronomie; Ministério da Ciência, Tecnologia e Inovação; Deutsche Forschungsgemeinschaft; Universidad Nacional Autónoma de México; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; Max-Planck-Gesellschaft; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Physics; Astrophysics; Redshift; Galaxy; Lambda; ROSAT; Galaxy cluster; Cluster (spacecraft); Sky","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":[0.000631535,0.0002982677,0.0002883108,0.00227335,0.0003930173,0.0006717428,0.0003367534,0.0001815709,0.0009866077],"category_scores_gemma":[0.001899403,0.0001701449,0.0002212471,0.0006326218,0.0003672463,0.0004311214,0.001036852,0.000177787,0.0003326962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004171782,"about_ca_system_score_gemma":0.0001211664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543486,"about_ca_topic_score_gemma":0.005338815,"domain_scores_codex":[0.9996557,0.00005106008,0.00001638705,0.0001279072,0.0001060991,0.00004285783],"domain_scores_gemma":[0.9987804,0.0002112273,0.0003618783,0.0002835668,0.0002227489,0.0001402241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008707086,0.00002179607,0.9840394,0.00001270927,0.00004825553,0.00005782789,0.0003250439,0.001522047,0.007672096,0.000357957,0.0001932102,0.005662531],"study_design_scores_gemma":[0.000005105793,0.00002379135,0.9932283,0.000004140002,0.000006453324,0.00007665445,0.0001091451,0.004584577,0.001393532,0.000122068,0.0004412785,0.000004950266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992392,0.00001850442,0.000222226,0.00000643253,6.937049e-7,0.000003801807,0.0001539972,0.00001133941,0.0003439264],"genre_scores_gemma":[0.9988819,0.00001594768,0.0004302869,0.000005188625,0.000002730896,0.000006419439,0.0005175611,0.000006157374,0.0001338209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543486,"threshold_uncertainty_score":0.0108065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007168802480547375,"score_gpt":0.2011449237740831,"score_spread":0.1939761212935357,"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."}}