The story
From the common saying "one X short of Y", meaning not living up to what is normal or expected. Compare one fry short of a Happy Meal.
Etymology from Wiktionary, CC BY-SA 4.0.
crate shy of a load
Today it means: A gullible simpleton. Full definition →