“The risk sharing mechanism has a significant inhibitory effect on the default of agricultural credit guarantees by new agricultural business entities, "verified through field research in Shaanxi, Shanxi, and Jiangsu provinces, providing solutions for optimizing the design of agricultural credit guarantee policies and reducing credit default risks.”