The significance of the CSAT paper in the UPSC exam lies in its role as a qualifying exam for the Mains stage. Candidates must achieve a minimum score to advance further, emphasizing the necessity of skills like comprehension and analytical ability. While it is not included in the final ranking calculation, performing well in the CSAT is essential for overall success. It tests critical thinking, ensuring that candidates possess the foundational competencies required for civil services.