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答案：D
解析：
Option D is correct. The margin of error is associated with the mean estimate for all the water bottles based on the mean of the sample bottles so it is likely that the mean volume of all bottles is between 0.96-0.08 and 0.96+0.08 liters, or between 0.88 and 1.04 liters.
