{"id":"W4410774594","doi":"10.1093/mnras/staf847","title":"The stellar population in the SARAO MeerKAT Galactic Plane Survey","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Russian Academy of Sciences; Leibniz-Gemeinschaft; Jet Propulsion Laboratory; University of Cape Town; Cape Peninsula University of Technology; Eberhard Karls Universität Tübingen; University of the Western Cape; Universität Hamburg; University of Pretoria; University of California, Los Angeles; Max-Planck-Gesellschaft; National Research Foundation; National Science Foundation; European Space Agency; California Institute of Technology; Leibniz-Institut für Astrophysik Potsdam; National Aeronautics and Space Administration; Rheinische Friedrich-Wilhelms-Universität Bonn; Universiteit Stellenbosch","keywords":"Physics; Galactic plane; Astrophysics; Stellar population; Astronomy; Population; Plane (geometry); Stars; Star formation; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003221624,0.0001797294,0.0001299772,0.001692779,0.0001919989,0.0005225843,0.0001792393,0.0001173983,0.0007168018],"category_scores_gemma":[0.0004809214,0.0001106618,0.0001346969,0.001055272,0.000175115,0.0002830823,0.0004855977,0.0001057008,0.0005732742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325333,"about_ca_system_score_gemma":0.0001435748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005203764,"about_ca_topic_score_gemma":0.008169077,"domain_scores_codex":[0.9998112,0.00002791351,0.00001309999,0.0000580716,0.00005492035,0.00003474472],"domain_scores_gemma":[0.9996743,0.00002042516,0.0001520075,0.00003428576,0.00006232066,0.00005654551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006495857,0.00001445641,0.9881952,0.00001489416,0.00003156714,0.00007126015,0.0003927418,0.0002056665,0.003261505,0.0001508816,0.0004272485,0.007169529],"study_design_scores_gemma":[0.000001881411,0.00001228255,0.9985557,0.000002310991,0.000007065948,0.00006702936,0.000103197,0.0002610681,0.0001663097,0.00001613835,0.0008054342,0.000001594426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984382,0.0000964443,0.0001191805,0.00001323455,0.000001499029,0.000004582074,0.0003981402,0.000010237,0.0009184928],"genre_scores_gemma":[0.9965441,0.00008554911,0.0004285289,0.00001475083,0.000004052649,0.000006340446,0.002325682,0.000007715083,0.0005832615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005203764,"threshold_uncertainty_score":0.01034695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032363661407456,"score_gpt":0.222327531567915,"score_spread":0.2120038949538405,"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."}}