Example of a military record for another young man, same age --
James M. Taylor 1860 census of Dale County AL, age 13, household of William Taylor. Enlisted in Co. "B", 2nd Alabama Junior Reserves, Aug. 15, 1864. Paroled Meridian MS May 11, 1865.
I don't find anything similar for James W. Taylor.