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There are too many published papers with T stars.
It doesn't matter how much t is.

T value is the statistical value of t test, which is mainly used for normal distribution with small sample size, generally less than 30 and unknown population standard deviation. T-test is to infer the probability of difference by using T-distribution theory, so as to compare whether the difference between two averages is significant.

Both t value and p value are used to judge whether it is statistically significant.