{"id":"W3124114743","doi":"10.1093/mnras/stab268","title":"Size, shade, or shape? The contribution of galaxies of different types to the star formation history of the Universe from SDSS-IV MaNGA","year":2021,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Office of Science; Max-Planck-Institut für Astronomie; Science and Technology Facilities Council; University of Colorado Boulder; Ministério da Ciência, Tecnologia e Inovação; University of Oxford; York University; Carnegie Institution for Science; Leibniz-Gemeinschaft; University of Notre Dame; Instituto de Astrofísica de Canarias; Carnegie Mellon University; Universidad Nacional Autónoma de México; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Physics; Astrophysics; Galaxy; Star formation; Stellar mass; Universe; Peculiar galaxy; Astronomy; Elliptical galaxy; Galaxy formation and evolution; Luminous infrared galaxy; Lenticular 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":[0.0004607462,0.0001766356,0.0001975759,0.001224693,0.0002428649,0.0007553282,0.0002479359,0.0001721736,0.001286682],"category_scores_gemma":[0.002533431,0.0001552795,0.0003110348,0.0007151585,0.0004171768,0.0004186284,0.000604222,0.0002335294,0.0004282846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887102,"about_ca_system_score_gemma":0.00009247791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007550227,"about_ca_topic_score_gemma":0.01283533,"domain_scores_codex":[0.9998291,0.00003495643,0.000009590473,0.00006029138,0.0000313904,0.0000347358],"domain_scores_gemma":[0.9984133,0.000376248,0.0004484165,0.0002811092,0.0001545479,0.0003261807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003023392,0.000004229835,0.9962133,0.000005758563,0.00003449117,0.00001578624,0.0001451255,0.0002284224,0.001115778,0.00007684392,0.0001476667,0.001982508],"study_design_scores_gemma":[4.5677e-7,0.00000265645,0.9993118,0.000001808245,0.000005484443,0.00001757593,0.00006956674,0.0003320366,0.00008902661,0.00004140205,0.0001269599,0.000001208131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984718,0.0001025455,0.0001934637,0.00004808717,0.000003442784,0.000001416552,0.0005049183,0.00001623268,0.0006581394],"genre_scores_gemma":[0.9990896,0.00002509109,0.0001109303,0.00001103461,0.000004526169,8.645416e-7,0.000630774,0.000009099671,0.0001179771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007550227,"threshold_uncertainty_score":0.01501256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007166099260882661,"score_gpt":0.1808403466694575,"score_spread":0.1736742474085749,"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."}}