{"id":"W4385754355","doi":"10.1051/0004-6361/202345920","title":"Young nearby open clusters and their luminosity functions","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Brookhaven National Laboratory; Planetary Science Division; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Office of Science; Max-Planck-Institut für Astronomie; Eötvös Loránd Tudományegyetem; National Central University; Gordon and Betty Moore Foundation; Queen's University Belfast; Durham University; York University; Space Telescope Science Institute; European Regional Development Fund; Carnegie Mellon University; University of Arizona; Los Alamos National Laboratory; College of Engineering, Michigan State University; University of Washington; European Space Agency; Princeton University; Alfred P. Sloan Foundation; Johns Hopkins University; Queen's University; Harvard University; Ohio State University; U.S. Department of Energy; Smithsonian Institution; Ministerio de Ciencia e Innovación; European Commission; California Institute of Technology; National Aeronautics and Space Administration; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Agencia Estatal de Investigación; Science Mission Directorate; Yale University; National Science Foundation","keywords":"Physics; Open cluster; Astrophysics; Luminosity; Astronomy; Luminosity function; Stars; Galaxy","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":[0.0004777054,0.0001599642,0.0001852017,0.00170781,0.000442527,0.0009609473,0.0003086637,0.0002047754,0.002436595],"category_scores_gemma":[0.003442145,0.00008127908,0.0001924252,0.001336862,0.000457818,0.0005981629,0.0007850799,0.0002252028,0.0005929939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007350932,"about_ca_system_score_gemma":0.0001945568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008615874,"about_ca_topic_score_gemma":0.005906926,"domain_scores_codex":[0.9997963,0.00003239566,0.000008121632,0.00007623623,0.000043801,0.00004309635],"domain_scores_gemma":[0.9982836,0.0005186453,0.000434928,0.0001342174,0.000248649,0.0003800052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001394001,0.00001575919,0.9685087,0.00005412361,0.00005369612,0.0001920892,0.001082515,0.002885821,0.002000405,0.003052983,0.0007730988,0.02124142],"study_design_scores_gemma":[0.000001653287,0.00001141234,0.9952431,0.00001308366,0.00001267764,0.0001329078,0.0002708361,0.001224076,0.0002049504,0.001124264,0.001754222,0.000006797055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936383,0.0008223181,0.001563799,0.00005573353,0.000006485634,0.000006205857,0.0009568906,0.00003231845,0.002917951],"genre_scores_gemma":[0.9975132,0.0001789496,0.0004233784,0.00001110924,0.000008869893,0.000005010186,0.001113542,0.00001866608,0.0007272625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008615874,"threshold_uncertainty_score":0.01713145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044846146870288,"score_gpt":0.2008573086745874,"score_spread":0.1804088472058845,"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."}}