{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001059045,0.0001252958,0.0001356365,0.00002935476,0.0003780033,0.0002117253,0.0001421903,0.00002285818,0.00004641157],"category_scores_gemma":[0.000002178551,0.0001053241,0.00002968418,0.0001600929,0.00007491258,0.0003117707,0.00008051895,0.0001016513,0.0001332881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001749724,"about_ca_system_score_gemma":0.00002126668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173935,"about_ca_topic_score_gemma":0.0002155791,"domain_scores_codex":[0.9993163,0.00002875554,0.00009139741,0.0002362674,0.00008130696,0.0002460089],"domain_scores_gemma":[0.9996687,0.0000248914,0.00004058357,0.0001287105,0.00001894621,0.0001181342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002157502,0.00001812357,0.3270838,0.000007242927,0.00004444453,0.000001369547,0.0002466699,0.0005259683,0.0001306508,0.00008274202,0.0005015307,0.6713359],"study_design_scores_gemma":[0.0003538993,0.0001334294,0.9791305,0.00001053687,0.00001610946,0.000002069613,0.0009853685,0.001878297,0.00005793,0.0007617561,0.01651073,0.0001593687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943781,0.00002494876,0.003238583,0.0001497434,0.0001834544,0.0001728203,0.0001434128,0.00002974508,0.001679191],"genre_scores_gemma":[0.9982349,0.000006715128,0.001099496,0.00003537011,0.0001002883,0.000002145306,0.0002087276,0.000003349428,0.000308952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6711765,"threshold_uncertainty_score":0.4294994,"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."}}