A "Rule of Thumb" the original source is likely unknown.
The 10% of length is based off observations of what works in reality.
A typical looking rocket with a 1” tube and about 10” long the 1 caliber rule is the same as the 10% rule, all is well.
With a very short rocket the 1 caliber becomes...