Updated Common Gotchas (#2435)
* Minor update to docs; trigger readthedocs
* Updated Common Gotchas notebook
Handle errors explicitly, otherwise it is too hard to test the notebook by 'Run all'
* Added a section about pure functions to Common Gotchas
