{"id":"W4416179161","doi":"10.1051/0004-6361/202556298","title":"The Nearby Evolved Stars Survey","year":2025,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Agencia Estatal de Investigación; Ministry of Science and ICT, South Korea; Canadian Space Agency; National Science and Technology Council; National Astronomical Observatory of Japan; Korea Astronomy and Space Science Institute; Universidad Nacional Autónoma de México; Australian Research Council; National Research Foundation of Korea; National Aeronautics and Space Administration; Fonds Wetenschappelijk Onderzoek; Alliance de recherche numérique du Canada; Chinese Academy of Sciences; Academia Sinica; Science and Technology Facilities Council; National Research Foundation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Science and Technology, Taiwan; National Natural Science Foundation of China; Canadian Foundation for AIDS Research; Chinese Academy of Sciences South America Center for Astronomy; Canarie; Vlaamse regering; Ministerio de Ciencia, Innovación y Universidades","keywords":"Stars; Line (geometry); Interstellar medium; Data reduction; Homogeneous; Measure (data warehouse); Stellar evolution","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587799,0.0002665658,0.0002546995,0.001396614,0.0003508053,0.0004963081,0.0004226283,0.0002366091,0.008977009],"category_scores_gemma":[0.0009203259,0.000106358,0.0001564483,0.001592807,0.00009322769,0.0003735133,0.0009759101,0.0002422989,0.006710791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004490224,"about_ca_system_score_gemma":0.0005974128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127751,"about_ca_topic_score_gemma":0.01665256,"domain_scores_codex":[0.9996275,0.00003248238,0.00002976756,0.0001305868,0.0001237347,0.00005594016],"domain_scores_gemma":[0.9991404,0.00004280678,0.0001568916,0.0001075082,0.00027111,0.0002813096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006089126,0.000183408,0.5256948,0.0004567075,0.0002105815,0.0005090793,0.0007617478,0.0006767724,0.009666311,0.004258939,0.2895039,0.1674688],"study_design_scores_gemma":[0.00005281066,0.00007469988,0.6706678,0.0000615812,0.00003143581,0.0002587633,0.000270081,0.0005766069,0.0009778824,0.0005395165,0.3264737,0.00001511846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3960627,0.001381348,0.004072252,0.0006530555,0.000104017,0.0004271466,0.5324638,0.001069745,0.06376591],"genre_scores_gemma":[0.2544687,0.0008634907,0.007440551,0.0005773326,0.0001165891,0.0003363148,0.6977956,0.0002073971,0.03819404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127751,"threshold_uncertainty_score":0.03003103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00901248724602591,"score_gpt":0.2159049654467778,"score_spread":0.2068924782007519,"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."}}