Definitions of on paper:

• adverb:   as described in contrast to as practiced

  Example: "On paper, this looks like a good idea"

• adverb:   as written or printed

  Example: "This is exactly what the composer had set down on paper"

• adverb:   according to the assumed facts

  Example: "On paper the candidate seems promising"