In scientific writing I can only do four hours of deep thinking and concentratin

In scientific writing I can only do four hours of deep thinking and concentrating but I can still do another three or four hours of light work communicating and and reading. But when programming I could do twelve to fourteen hours. And I am still not clear why, other than so…