Significance means what? Asked to explain the meaning of statistically significant at the = 0.05 level,

Question:

Significance means what? Asked to explain the meaning of “statistically significant at the α = 0.05 level,” a student says: “This means that the probability that the null hypothesis is true is less than 0.05.” Is this explanation correct? Why or why not?

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