In the case $n=2$, all $2 \times 2$ $0-1$ matrices of full rank are equivalent (under permutation of rows or columns) to either $I$ or $\pmatrix{1 & 1\cr 0 & 1\cr}$, so the answer in that case is $\alpha_2 = 1$.

In the case $n=3$, the calculation is not so trivial.  I find that 
$\alpha_3 = \sqrt{r}/2 \approx 1.123489802$ where $r$ is the largest root of $x^3 - 6 x^2 + 5 x - 1$, obtained for 
$$ B = \pmatrix{1 & 1 & 1\cr 0 & 1 & 1\cr 0 & 0 & 1\cr},\ C = \pmatrix{0 & 1 & 1\cr 1 & 0 & 1\cr 1 & 1 & 0\cr}$$

At least this indicates that the answer won't be as simple as $\sqrt{n}$.