One urn contains one blue ball (labeled $B_1$) and three red balls (labeled $R_1$, $R_2$, and $R_3$). A second urn contains two red balls ($R_4$ and $R_5$) and two blue balls ($B_2$ and $B_3$). An experiment is performed in which one of the two urns is chosen at random and then two balls are randomly chosen from it, one after the other without replacement.
What is the probability that two red balls are chosen?
I found the total number of possibilities to be $24$, so I thought the answer to this would $\frac {2}{24} = \frac {1}{12}$ but it's apparently not correct so I'm at a loss.