Since chemistry is generally defined as a difficult major reserved for only the brightest and most studious students, a girl who is "no chemistry major" is likely of average or below average intelligence.

This phrase is most often used to refer to women who perceive themselves to be much smarter than they actually are.

When some little bitchboy is acting like a little tiny pee pee poo poo baby and messing up the group plans.