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tokens: ACKNOWLEDGEMENTS We would like to thank the anonymous referee for their thorough feedback that has improved the clarity of our paper. Funding for SDSS-III has been provided by the Alfred P. Sloan Foundation, the Participating Institutions, the National Science Foundation, and the U.S. Department of Energy Office of Science. The SDSS-III web site is http://www.sdss3.org/ (Eisenstein et al. 2011 ). SDSS-III is managed by the Astrophysical Research Consortium for the Participating Institutions of the SDSS-III Collaboration including the University of Arizona, the Brazilian Participation Group, Brookhaven National Laboratory, Carnegie Mellon University, University of Florida, the French Participation Group, the German Participation Group, Harvard University, the Instituto de Astrofisica de Canarias, the Michigan State/Notre Dame/JINA Participation Group, Johns Hopkins University, Lawrence Berkeley National Laboratory, Max Planck Institute for Astrophysics, Max Planck Institute for Extraterrestrial Physics, New Mexico State University, New York University, Ohio State University, Pennsylvania State University, University of Portsmouth, Princeton University, the Spanish Participation Group, University of Tokyo, University of Utah, Vanderbilt University, University of Virginia, University of Washington, and Yale University. We acknowledge studentship fundng by the Science and Technology Facilities Council (STFC), travel support provided by STFC for UK participation in LSST: All Hands Meeting through grant ST/N002512/1 and NASA’s SkyView facility located at NASA Goddard Space Flight Center. We also would like to thank Min-Su Shu at the University of Michigan, James Schombert at the University of Oregon, Edward L. Wright at the University of California, Los Angeles (Wright 2006 ) and Dat Tran ( https://github.com/datitran ) for allowing free distribution of their code.