{"id":"W3011016502","doi":"10.1093/mnras/staa2337","title":"SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe","year":2020,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Fondo Nacional de Desarrollo Científico y Tecnológico; Smithsonian Astrophysical Observatory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Universidad Nacional Autónoma de México; Ministry of Education, Science and Technology; Ministério da Ciência, Tecnologia e Inovação; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Sejong University; Ohio State University; National Research Foundation; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; University of Utah; Carnegie Institution of Washington; National Science Foundation; National Research Foundation of Korea; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Physics; Astrophysics; Galaxy; Astronomy; Low Mass; Star formation; Universe; Star (game theory); Stars","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":[0.002605404,0.0002446645,0.0003841465,0.002144026,0.0003381433,0.0006451556,0.0003406956,0.0002564405,0.001058919],"category_scores_gemma":[0.006726868,0.0002038497,0.0003681584,0.001046421,0.0002591773,0.0004126569,0.0005951829,0.000286383,0.0003540649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157246,"about_ca_system_score_gemma":0.0002562321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275301,"about_ca_topic_score_gemma":0.01354257,"domain_scores_codex":[0.9993445,0.0003561843,0.00003636019,0.0001322059,0.00007837662,0.00005239649],"domain_scores_gemma":[0.995649,0.002199201,0.0009012983,0.000453982,0.0003932182,0.0004032543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377188,0.00002997613,0.9826416,0.00002548609,0.0001379421,0.00002898042,0.0001012879,0.006433835,0.002096447,0.0004048364,0.0004388772,0.007522988],"study_design_scores_gemma":[0.000007727229,0.00003045253,0.9595509,0.000008583087,0.00002474719,0.00004252311,0.00007534733,0.03892322,0.0004464796,0.0004717355,0.0004066907,0.00001159148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952196,0.0001278978,0.002173349,0.00006384961,0.000001635794,0.000007804816,0.001873999,0.00006896813,0.0004628489],"genre_scores_gemma":[0.996053,0.00002847101,0.001566763,0.0000106084,0.000005904116,0.000008106903,0.002149849,0.00001552713,0.0001617202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275301,"threshold_uncertainty_score":0.02535754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006556108282981734,"score_gpt":0.1742048933183854,"score_spread":0.1676487850354037,"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."}}