  \item We introduce physical store assortment curation as a machine learning task: Given millions of candidates available on e-commerce platforms, including a multitude of brands and private retailers, $MLaS$ (ML-Assisted Selection) model selects an optimal subset based on the likelihood prediction of a customer interaction on the item in the physical store. Rewrite by correcting errors: Provide your response in exactly 7 paragraphs (separated nearby paragraphs with 3 aterisk symbols ***).
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