Moreover, the p -value for the lack-of-fit test is close to the level of significance, and the F-value for the lack of fit is many times lower than for model factors, which indicates a small model error.
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The sentences
Each factor in the model is highly significant, which is confirmed by the low (close to zero) p -value.