Why Scientists were called Philosophers before 1833

I just finished up a fascinating book, God's Philosophers, and I finally understand now why it's called that, when it's really the history of scientific development since the Middle Ages.

If you ever wonder why Chesterton was so defensive of the era revisionist historians misnamed the "dark" ages, this book might help.