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What fields of scientific computing does this cover? E.g., biology and physics would probably have some overlap, but also some differences.

It's fairly general. The document is discussing management of scientific software, which I would think is fairly robust across disciplines. They separate the discussion into the following topics:

* data management

* software

* collaboration

* project organization

* tracking changes

* [writing] manscripts

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