百科 is short for
百科全书 (bǎikē quánshū, encyclopedia). Standalone
百科 is commonly used in product names (
百度百科 = Baidu Baike, China's Wikipedia equivalent) and in compounds. The full
百科全书 means a comprehensive reference work covering all fields of knowledge.