Unfair Three-Sided die

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Say you have an unfair 3-sided die.

Side 1 will be rolled with probability $p_1$.

Side 2 will be rolled with probability $p_2$.

Side 3 will be rolled with probability $p_3$.

Find a formula for the probability that the 8th 3 will be rolled on the 10th roll.

My theory on this is to use a binomial distribution, but I am pretty lost. Could anyone with more experience in probability help me out with this? I was just trying to work through a book I had and I want to figure this out.

Edit: Using Robert's advice this is the direction I'm going:

$9\choose 7$$(p_3)^7$$(1-p_3)^2*p_3$

Any advice?

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Hint. There are $\binom{9}{7}$ ways to distribute the seven $3$s rolled before the $10$th roll. The probability to get a $3$ is $p_3$. The probability to get a different number is $1-p_3$.

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