ID Calculated Column Not Showing

I have created a calculated column to show the ID in an opened List item. This is using =ID in the formula box. 

However, in the actual List item, the vasty majority are showing ID as 0:

There does not seem to be a pattern for this, 

Does anyone have an explanation for this?