Step 1 :The total number of people in the jury pool is given by the sum of the number of men and women, which is \(10 + 12 = 22\).
Step 2 :The total number of ways to select a 5 person jury from 22 people is given by the combination formula \(C(n, r) = \frac{n!}{r!(n-r)!}\), where \(n\) is the total number of items, \(r\) is the number of items to choose, and \(!\) denotes factorial. So, the total number of ways to select a 5 person jury from 22 people is \(C(22, 5) = \frac{22!}{5!(22-5)!} = 26,334\).
Step 3 :The number of ways to select a 5 person jury consisting of all females from 12 women is \(C(12, 5) = \frac{12!}{5!(12-5)!} = 792\).
Step 4 :The probability of selecting a 5 person jury consisting of all females is therefore \(\frac{792}{26,334} = 0.03008\).
Step 5 :Rounding to the nearest whole number, the probability is 3%. So, the probability of selecting a 5 person jury consisting of all females is \(\boxed{3\%}\).