Unify the way references are used

[Daniel Izquierdo Cortazar]

There are cases where references are used at the very end of a chapter and in other cases at the end of the Markdown file.

In order to avoid inconsistencies as we're using a Markdown file for almost any section, the references should be found at the end of such Markdown file.