{"id":"W4416801364","doi":"10.1051/0004-6361/202556896","title":"A catalog to unite them all: REGALADE, a revised galaxy compilation for the advanced detector era","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; Lawrence Berkeley National Laboratory; Division of Astronomical Sciences; Science and Technology Facilities Council; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Ministério da Ciência, Tecnologia e Inovação; Chinese Academy of Sciences; University of Oxford; York University; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; National Energy Research Scientific Computing Center; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; University of California; U.S. Department of Energy; Smithsonian Institution; National Aeronautics and Space Administration; European Research Council; Gordon and Betty Moore Foundation; Ministerio de Ciencia e Innovación; European Commission; California Institute of Technology; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Agencia Estatal de Investigación; Yale University; Fermilab; Laboratory Directed Research and Development; National Science Foundation","keywords":"Galaxy; Stellar population; Luminosity; Supernova; Surface brightness fluctuation; Population; Stellar mass; Galaxy formation and evolution","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":[0.00157215,0.001032455,0.0007270218,0.007401143,0.0006729962,0.001703863,0.001628196,0.0006872794,0.02488735],"category_scores_gemma":[0.005737368,0.0005161571,0.0006040809,0.005886061,0.0003179917,0.001894327,0.002421997,0.001054631,0.04050805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139276,"about_ca_system_score_gemma":0.001817865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009653772,"about_ca_topic_score_gemma":0.0109226,"domain_scores_codex":[0.998782,0.0001972723,0.0001618205,0.0003266429,0.0003500907,0.0001822639],"domain_scores_gemma":[0.9951527,0.0003638444,0.0005667435,0.001735619,0.001768041,0.0004130073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001826351,0.00004614761,0.02379102,0.0008219678,0.0001191176,0.0001008943,0.0003807371,0.000462077,0.003753643,0.009280074,0.8078455,0.1532162],"study_design_scores_gemma":[0.00002389895,0.00002505434,0.0202,0.0001082999,0.00003946396,0.000265636,0.00009994351,0.0003543017,0.0009257397,0.001249906,0.9766821,0.00002585761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03087593,0.003105262,0.06091615,0.001094242,0.001173738,0.0007073591,0.8014112,0.03164664,0.06906954],"genre_scores_gemma":[0.03851439,0.0009445673,0.06049429,0.001042964,0.0002698805,0.0006696107,0.8743277,0.005273913,0.01846279],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02488735,"threshold_uncertainty_score":0.08325648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009028200384378838,"score_gpt":0.2214847172347011,"score_spread":0.2124565168503223,"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."}}