The version from -proposed repository fixes the bug for me:
sudo apt-get install python-scientific/precise-proposed
...
python-scientific is already the newest version.
Selected version '2.8-2ubuntu0.12.04.1' (Ubuntu:12.04/precise-proposed [all]) 
for 'python-scientific'
...

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https://bugs.launchpad.net/bugs/1041302

Title:
  python-scientific needs rebuilding

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