Preventing direct access to the underlying dict fix a breakage introduced by the
refactoring in d3df397e7a59.
This changeset is similar to 271dfcb98544, 5272542196cc and f7621fa14b84. The
breackage of releasenotes.py stayed under my radar as the CI did not have
fuzzywuzzy installed. (Something that is about to be fixed).