{"id":"W3106792094","doi":"10.1051/0004-6361/202038807","title":"Clustering of CODEX clusters","year":2020,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Leibniz-Rechenzentrum; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Gauss Centre for Supercomputing; Max-Planck-Institut für Astronomie; China Scholarship Council; Ministério da Ciência, Tecnologia e Inovação; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; Partnership for Advanced Computing in Europe AISBL; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Physics; Redshift; Astrophysics; Sigma; Autocorrelation; Galaxy; Cluster analysis; Correlation function (quantum field theory); Dark energy; Omega; Cluster (spacecraft); Statistics; Cosmology; Mathematics; Quantum mechanics","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":[0.0006273381,0.0003008546,0.0002759126,0.001515288,0.000703079,0.000895742,0.0006153029,0.0002917912,0.00225489],"category_scores_gemma":[0.004890888,0.000180203,0.0003781663,0.001306289,0.000574258,0.000406827,0.001016444,0.0004028993,0.0005011122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009144717,"about_ca_system_score_gemma":0.0006224883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634225,"about_ca_topic_score_gemma":0.007180399,"domain_scores_codex":[0.9993698,0.0001010344,0.00002812568,0.0002307118,0.0001780534,0.0000922399],"domain_scores_gemma":[0.9978835,0.0004630535,0.0004772831,0.0003860478,0.0005588366,0.0002313003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006908142,0.0001342839,0.7614018,0.0004564355,0.0004398864,0.0009999521,0.002287161,0.08947094,0.03197821,0.03566913,0.02849244,0.04797908],"study_design_scores_gemma":[0.00005427126,0.0000918142,0.75494,0.00005500812,0.00007107908,0.0006419168,0.0004404968,0.1947247,0.01710329,0.00713126,0.02467901,0.00006718936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783219,0.0001610974,0.01265961,0.0001519657,0.00003247682,0.0000868345,0.003776703,0.0009071255,0.003902395],"genre_scores_gemma":[0.9760475,0.0000770196,0.01165817,0.00005160339,0.00001925653,0.0000708021,0.01001028,0.000264781,0.001800618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008634225,"threshold_uncertainty_score":0.01716799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008422882191197804,"score_gpt":0.1919514067716182,"score_spread":0.1835285245804204,"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."}}