Question

when there are parts of an experiment that scientists cannot carefully control they should?

Answer 1

Stop & reavaluate, depending on the nature of the experiment appropriate countermeasures should be implemented. It really depends on the type of science, if it's physics you could probably run a simulation.

Answer 2

also make a note of it in the error analysis and factor it into percent error in the lab report