Plagiarism detection is vital for several reasons. It helps maintain the integrity of scientific research, ensures that original innovators receive proper credit, and upholds the trust of the scientific community. For catalysis, where breakthroughs can lead to significant advancements in green chemistry, renewable energy, and industrial processes, undetected plagiarism can hinder technological progress and lead to false claims of innovation.