The distributions available in Genstat are described in further detail in Section 2.2.1 of the Guide to Genstat, Part 2: Statistics, which you can view or download as a pdf document by selecting Help | Genstat Guides | Statistics.
The properties of these distributions are discussed and full details are given of the parameterization used in each case.