The authors thank several people at Instacart for their valuable discussions and support for this research project. The authors also thank Serguei Netessine for insightful and constructive comments, which greatly enhanced this paper. Finally, the authors thank the DE, the anonymous AE, and the referees for being very hands-on and for their comprehensive and thoughtful suggestions, which significantly contributed to improving the quality and exposition of the paper.
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