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How can you move a lab towards #openscience when you are not the Principal investigator?

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The question comes straight from this tweet:

How can you move lab towards #openscience when not the PI? @emckiernan13 has some great advice on #PLOScast http://blogs.plos.org/plospodcasts/2017/05/03/why-open-research-an-interview-featuring-erin-mckiernan/ … #ecrchat

It is similar to What can research teams do to encourage open science? but provides a different perspective, so I guess it's useful to have it as a separate question.

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