Why is it correct to say, We are 95% sure that the population mean is between $15.85

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Why is it correct to say, “We are 95% sure that the population mean is between $15.85 and $19.36” but not proper to say, “The probability is 0.95 that the population mean is between $15.85 and $19.36”?
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