Using Z-test:
The Z score is:
Z = (198 - 200) / 23 = -0.087
Assuming normal distribution and from the z table, the probability based on the Z score is
p = 0.47 or 47%
Therefore, there is a probability of 47% that the 15 elephants will have a mean weight of 198 lbs.