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I would imagine it would need a significant amount of radiation to generate any usable voltage\current if it works at all.
And diamond is not a good radiation shield at all. It is only carbon and has a very open atomic structure. Very little to stop radioactive particles passing through. They don't use lead as shielding for nothing.
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