{"id":"W4404100658","doi":"10.1051/0004-6361/202451537","title":"Exoplanets across galactic stellar populations with PLATO","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Oxford; York University; Leibniz-Gemeinschaft; University of Notre Dame; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; European Space Agency; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Australian Astronomical Optics-Macquarie; Rijksuniversiteit Groningen; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik; European Commission","keywords":"Physics; Exoplanet; Astrophysics; Halo; Stars; Thin disk; Thick disk; Galactic halo; Astronomy; Disc; Galaxy; 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":[0.0007192348,0.0003956174,0.0002016876,0.001166486,0.000268104,0.0007582317,0.000392101,0.000215998,0.002285081],"category_scores_gemma":[0.002242155,0.000168601,0.0004810849,0.001250559,0.0002327365,0.0009828598,0.001346629,0.0002807057,0.001099791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219464,"about_ca_system_score_gemma":0.0003598368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00762726,"about_ca_topic_score_gemma":0.009190906,"domain_scores_codex":[0.9996493,0.00003605521,0.00001554473,0.0001712062,0.00007873861,0.00004921808],"domain_scores_gemma":[0.9990368,0.0001762902,0.0003006894,0.0002061075,0.000122732,0.000157391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003133979,0.00003694916,0.949024,0.0001397346,0.0001473214,0.0001344276,0.0001762984,0.009656336,0.003198865,0.000770607,0.008630098,0.02777201],"study_design_scores_gemma":[0.00004934848,0.0001028915,0.9283532,0.00006470795,0.0001087466,0.0003232989,0.0002384791,0.02528886,0.002844047,0.001112314,0.04149082,0.00002333075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243224,0.0004522756,0.006325714,0.0003420281,0.00004828102,0.00008135656,0.05640956,0.001605116,0.01041342],"genre_scores_gemma":[0.8403436,0.0002632712,0.01177984,0.0002265362,0.00005816749,0.0000910268,0.1454146,0.0003356396,0.001487253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00762726,"threshold_uncertainty_score":0.01516569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694906249012978,"score_gpt":0.2838310936955232,"score_spread":0.2668820312053934,"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."}}