To mitigate sampling bias: - Random Sampling: Select catalysts and reaction conditions randomly to ensure a representative sample. - Blinded Studies: Conduct experiments in a way that the researchers do not know which catalysts they are testing. - Balanced Design: Ensure a balanced experimental design that includes a wide variety of catalysts and conditions.