Just to summarize:

The problem is: Evolution currently (even the git master development
version) doesn't support OAuth authentications directly, only through
GOA.

mmalmeida in comment #1 and comment #11 already pointed out how to solve
this problem:

https://bugzilla.gnome.org/show_bug.cgi?id=749974#c4

Yes it is a workaround but AFAIK, and also in the opinion of evo
developers, there are no drawbacks in setting up GOA directly.

So, set up a Google Online Account on your system, and all should work
fine

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https://bugs.launchpad.net/bugs/1459235

Title:
  Google Address book: Unable to open address book

Status in evolution package in Ubuntu:
  Confirmed

Bug description:
  Since today (2015-05-27) I've been getting this message when trying to
  open my Google address book:

  Unable to open address book

  This address book cannot be opened.  This either means that an
  incorrect URI was entered, or the server is unreachable.

  Detailed error message: Unable to connect to 'Google address book':
  The requested resource was not found:
  https://developers.google.com/accounts/docs/AuthForInstalledApps

  
  Running standard Evolution ( 3.10.4) on Ubuntu 14.04.2 LTS

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