Ms. Safwan works at a potato chip factory and would like to estimate the mean weight in ounces (oz) of the factory's potato chip bags for quality control purposes. She randomly selects $50$ bags from the production line, weighs them, and constructs an appropriate $95\%$ confidence interval that results in $10.0\pm 0.6$ oz.
**What is meant by "$95\%$ confidence" in this context?**
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