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For maintaining reliability internally, a researcher will use as many repeat sample groups as possible, to reduce the chance of an abnormal sample group skewing the results.

If you use three replicate samples for each manipulation, and one generates completely different results from the others, then there may be something wrong with the experiment.

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Q: What does the word reliable mean in scientific terms?
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