Can anyone please explain me the part (see picture) of calculation of lower estimate for Cantor middle third set? I couldn't figure out how we get the last inequality, if anyone can show me step by step that would be really appreciated. I need to understand this part. Or can anyone show me how can I get the lower estimate by using probability measure.

In the fourth line from the bottom it is established that if $3^{-(j+1)}\le|U_i|$, then $U_i$ intersects at most $2^j3^s|U_i|^s$ level $j$ intervals. If $j$ is so large that $3^{-(j+1)}\le|U_i|$ for all $U_i$, then each $U_i$ intersects at most $2^j3^s|U_i|^s$ level $j$ intervals. This means that $\bigcup_iU_i$ can intersect at most $\sum_i2^j3^s|U_i|^s$ level $j$ intervals altogether, but we know that in fact $\bigcup_iU_i$ intersects all $2^j$ level $j$ intervals, so $\sum_i2^j3^s|U_i|^s$ must be at least $2^j$, i.e.,
$$2^j\le\sum_i2^j3^s|U_i|^s\,.$$