Depending on the version of python used:

The x-axis in the multispecies graphs may not be sorted (10^-2, 10^-1, 10^0, 10^1, 10^2 with the default parameter values). 
This leads to weird graphs with non-monotonous effect of the parameter of interest.
Once sorted, this leads to the graph as in the manuscript.
