The significance of the CSAT paper in the UPSC preliminary examination lies in its role as a qualifying test that assesses candidates' comprehension, reasoning, and numerical skills. It ensures that candidates possess the basic abilities required for effective governance and administration. Scoring sufficiently in the CSAT is crucial because it acts as a filtering mechanism to determine who progresses to the Mains examination phase.