Your question is Experiment Pitfalls and Validity Threats. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What pitfalls can invalidate an experiment, such as novelty effects, network interference, or sample ratio mismatch?