{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131142,0.0006900504,0.000664847,0.001684591,0.0009379699,0.001782958,0.001206723,0.0003442403,0.003838148],"category_scores_gemma":[0.01790898,0.000671753,0.0004140003,0.001877295,0.0005797896,0.0008809634,0.001183164,0.0006094374,0.004497259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003023071,"about_ca_system_score_gemma":0.003584648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298225,"about_ca_topic_score_gemma":0.03054314,"domain_scores_codex":[0.99384,0.001774247,0.0005490392,0.001089646,0.001841913,0.0009051013],"domain_scores_gemma":[0.986022,0.001693566,0.001159597,0.002357631,0.007399866,0.001367337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004083301,0.0009479186,0.6847351,0.0004688382,0.0001699806,0.0002102944,0.001147066,0.01501772,0.02896004,0.003543602,0.07008988,0.1906262],"study_design_scores_gemma":[0.0005946075,0.001187926,0.8647229,0.0001122533,0.00007084913,0.0001841857,0.0005455283,0.03126393,0.01523275,0.001483406,0.08447558,0.0001261175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7434207,0.0004900371,0.0781514,0.0009032573,0.0001151449,0.02149559,0.1166895,0.01273223,0.02600213],"genre_scores_gemma":[0.5483209,0.0003529803,0.2113077,0.0005206065,0.0001782057,0.01866536,0.2052857,0.002850282,0.01251824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0298225,"threshold_uncertainty_score":0.05982125,"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."}}