I hate to break it to you but there is no such thing as Scottish citizenship. All Scots are British citizens.
Next, although I was born in Scotland and my sons are dual citizens, their kids are not.
If neither you nor at least one of your parents were not born there, you are not eligible for British citizenship.
As they say, there are only two types of people in the world, those that are Scots - and those that wish they were...