highly significantp -value < 0.0001
After statistical analysis, the F -value of the APS of the lignin nanoparticles model is 230.57, all of which are highly significant ( p -value < 0.0001), and the p -value of the lack-of-fit term is not significant ( p > 0.05), suggesting that the model is accurate and reliable.