{"id":"W4393095228","doi":"10.1093/mnras/stae827","title":"Resolved properties of classical bulge and pseudo-bulge galaxies","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Advanced Topics in Algebra","field":"Mathematics","cited_by":13,"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; Youth Innovation Promotion Association; Youth Innovation Promotion Association of the Chinese Academy of Sciences; Tsinghua University; Ministério da Ciência, Tecnologia e Inovação; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; Chinese Academy of Sciences; University of Oxford; York University; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Ohio State University; Carnegie Institution of Washington; Leibniz-Gemeinschaft; University of Notre Dame; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; Max-Planck-Institut für Astrophysik","keywords":"Bulge; Physics; Astrophysics; Galaxy; Astronomy","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":[0.0002528059,0.0001739371,0.0001759404,0.001335532,0.0002065721,0.0006022195,0.0002272476,0.0001878501,0.00115127],"category_scores_gemma":[0.0009790456,0.0001092524,0.0001485804,0.000771852,0.0004072709,0.0003992363,0.0004526717,0.0001145345,0.0002495466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002483364,"about_ca_system_score_gemma":0.00006833301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619462,"about_ca_topic_score_gemma":0.00338388,"domain_scores_codex":[0.9998208,0.0000234228,0.00001242169,0.00005820228,0.00003376601,0.00005148962],"domain_scores_gemma":[0.9989738,0.000185196,0.0003061845,0.0001099906,0.0001441615,0.0002806312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001188468,0.00001334424,0.9923325,0.00001316562,0.00003692555,0.00004876227,0.0001544661,0.0002130259,0.003625265,0.0001347762,0.00007213968,0.003236697],"study_design_scores_gemma":[0.000001710398,0.00002393689,0.9990978,0.000001756679,0.000005359626,0.00006861912,0.0001055437,0.0002819137,0.0002720736,0.00003855484,0.0001007589,0.000001959116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993826,0.00007170608,0.000076169,0.000003957858,7.81404e-7,0.000001699117,0.0001369453,0.000006757154,0.0003193065],"genre_scores_gemma":[0.9995821,0.00001319498,0.00006996284,0.000003374802,0.000001791686,9.252117e-7,0.0002603789,0.000001588132,0.00006669277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002619462,"threshold_uncertainty_score":0.005208373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472926798102112,"score_gpt":0.2500761233255014,"score_spread":0.2253468553444803,"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."}}