The rank correlation relates the order of one set to the order of an allegedly related set. The negative value indicates that as one increases the other decreases, and vice versa. The magnitude 0.65 indicates a weak correlation. To establish a confidence interval, or to test the null hypothesis, we would need more information: degrees of freedom and set sizes. (It may also help to have the Japanese context translated into English.)