It appears that the "softmax" is found (as I hypothesized by looking at the results, before clicking the link) by exponentiating each value and normalizing to a sum of 1. It would be worthwhile to be explicit. The exponential function is also "high-school maths", and an explanation like that is much easier to follow than the Wikipedia article (since not a lot of rigour is required here).