{"id":"W2966897893","doi":"10.1093/mnras/stz2204","title":"Time-slicing spiral galaxies with SDSS-IV MaNGA","year":2019,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; Horizon 2020 Framework Programme; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Banco Bilbao Vizcaya Argentaria; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Liverpool John Moores University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Economía y Competitividad; Ministério da Ciência, Tecnologia e Inovação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Nottingham; Pennsylvania State University; University of Virginia; University of Oxford; York University; Leverhulme Trust; Carnegie Institution for Science; Carnegie Mellon University; Leibniz-Gemeinschaft; University of Notre Dame; University of Arizona; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; University of Tokyo; Ohio State University; Carnegie Institution of Washington; University of Utah; New York University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University; European Commission","keywords":"Physics; Astrophysics; Galaxy; Barred spiral galaxy; Spiral galaxy; Spiral (railway); Astronomy; Unbarred spiral galaxy; Star formation; Galaxy formation and evolution; Interacting 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002794735,0.0001453144,0.0001569493,0.002381455,0.0001700511,0.0005196329,0.0001322677,0.00007192786,0.002103635],"category_scores_gemma":[0.001027742,0.00009768186,0.0002728892,0.001633071,0.0001350213,0.0002183041,0.0005145086,0.0001686677,0.0006935135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727919,"about_ca_system_score_gemma":0.0001845984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348604,"about_ca_topic_score_gemma":0.020418,"domain_scores_codex":[0.9998848,0.00002008121,0.000009685739,0.00003821625,0.00002080835,0.00002637383],"domain_scores_gemma":[0.999008,0.0001770913,0.000245648,0.0002505391,0.0001447643,0.0001738838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005035347,0.000103552,0.8712474,0.0001005523,0.0002722161,0.0003134643,0.001882074,0.002613516,0.03496475,0.002181726,0.006407281,0.07941],"study_design_scores_gemma":[0.000004431255,0.00002118649,0.9909511,0.00001157643,0.00001155246,0.00006872212,0.0003280381,0.003049002,0.001165058,0.0003475622,0.004033755,0.000007939049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782867,0.0002133317,0.002841286,0.0001063099,0.00001993776,0.00003150642,0.01383469,0.0006873728,0.003978892],"genre_scores_gemma":[0.9739455,0.0001129872,0.01212579,0.00002701504,0.00002501313,0.0000279982,0.01268392,0.0001481051,0.0009037521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01348604,"threshold_uncertainty_score":0.02681506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004302244607593394,"score_gpt":0.1775768975134847,"score_spread":0.1732746529058913,"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."}}