The 5 day goals and side goals usually have higher level requirements that are dependent on the recipes needed. The 15 day goals are usually level 12 and up; I know the ovens and decos don't unlock until that level so it would follow that the goal does as well.
I started two of each recipe and didn't see any parts drop.