{"id":"W3103247671","doi":"10.17863/cam.4609","title":"SDSS-IV MaNGA IFS GALAXY SURVEY—SURVEY DESIGN, EXECUTION, AND INITIAL DATA QUALITY","year":2016,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; 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; Ministério da Ciência, Tecnologia e Inovação; U.S. Department of Energy; Smithsonian Institution; National Natural Science Foundation of China; Ministry of Education, Culture, Sports, Science and Technology; Chinese Academy of Sciences; University of Oxford; Russian Science Foundation; Leverhulme Trust; York University; Leibniz-Gemeinschaft; University of Notre Dame; Grainger Foundation; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; National Science Foundation; New Mexico State University; University of Portsmouth; Vanderbilt University; Yale University","keywords":"Physics; Astrophysics; Galaxy; Sky; Metallicity; Stellar population; Astronomy; Sample (material); Star formation; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007260378,0.0001715175,0.0002570271,0.0001607572,0.000588704,0.00005349643,0.001133498,0.00006028707,0.0004699121],"category_scores_gemma":[0.0002166161,0.0001346738,0.00004825405,0.0003456098,0.0008561288,0.001121817,0.001012241,0.0002370317,0.0002081146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263299,"about_ca_system_score_gemma":0.0002140333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007218,"about_ca_topic_score_gemma":0.000104514,"domain_scores_codex":[0.9955726,0.002595706,0.0002816845,0.0004497001,0.0006193615,0.000480999],"domain_scores_gemma":[0.9963812,0.00150928,0.000171021,0.001160258,0.0006085373,0.000169712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000214331,0.00008637577,0.9837219,0.00002579326,0.00008931461,1.025023e-7,0.006245677,0.00000206696,0.0001297278,0.0007783016,0.007967181,0.000739246],"study_design_scores_gemma":[0.0008820117,0.00006579558,0.9912767,0.00003916471,0.00001171498,5.974578e-7,0.004442658,0.0001313007,0.0001534702,0.001955369,0.0008715194,0.000169701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835714,0.000032418,0.01497307,0.0005022641,0.0000545357,0.0003863564,0.0003818205,0.00002556093,0.00007258748],"genre_scores_gemma":[0.9990304,0.00005741901,0.0003249895,0.000001667097,0.00009164372,0.000002187092,0.0003020061,0.00001606507,0.0001736524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545898,"threshold_uncertainty_score":0.5491839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280472162348118,"score_gpt":0.3424079772119239,"score_spread":0.1143607609771121,"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."}}