What type of reaction is the following? 
Definitions:
Alternative Hypothesis
The hypothesis that proposes there is a statistically significant difference between two variables, contrasted with the null hypothesis.
Population Mean
The average of all the values in a population, serving as a measure of central tendency for the entire population.
Sample Mean
The mean value derived from all the data points in a given sample.
True Null Hypothesis
The hypothesis that there is no effect or no difference, and it is the actual truth in the context of hypothesis testing.
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