The distribution in S can be plotted as a probability distribution.

Note, it is centred about zero because it represents the distribution of repeated measurements (net counts) when the sample activity is zero.

The critical limit L_c=ks_o is the point above which S is likely to be significant, i.e. not consistent with zero.

The likelihood depends on the choice of L_c (or k).