It reminds me of a similar sentiment expressed by the father of modern Western Science, Sir Francis Bacon:

"A little philosophy inclineth a man's mind to atheism; but depth in philosophy bringeth men's minds to religion."

I wonder if he was also influenced by the Pierian Springs concept. (Though obviously not by the poem which was several centuries later).