p-value typically ≤ 0.05
This indicates strong evidence against the null hypothesis; so you reject the null hypothesis.
p-value typically > 0.05
This indicates weak evidence against the null hypothesis, so you accept the null hypothesis.
p-value at cutoff 0.05
This is considered to be marginal, meaning it could go either way.