I knew several kids who for money had been lab rats in pharmaceutical experiments, and they had secretly mucked up the data by doing things like eating doughnuts on the sly or getting high on glue. But after their blood was tested or their sleep observed, the results were sent out as science.
Science is a human activity and thus, our simple, seedy and tricky behaviour can have influence on it. The Theory of Errors tries to dignify and reduce this negative influence differentiating between two types of mistakes, the systematic and the random ones, and human mistakes belong to this last type.
Scientifics are usually organized and methodical but by being human, they can be also dirty and cheating. We have another example of this in the space debris, which we have already posted about

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