Yes. Your Yahoo! Merchant Solutions store will be removed from Yahoo! Shopping if your rating falls below two stars.
The goal of Yahoo! Shopping is to provide online shoppers with the ultimate shopping experience by offering a wide selection of products at great prices, along with an assurance of consistently outstanding customer service.
If you are unable to maintain a consistent record of outstanding customer service, your store will be removed from participation in Yahoo! Shopping.