Some people believe that boys are cleverer than girls. This is not necessarily the case, however.

this is not the case
这是个完整的句子
用 necessarily 修饰整个句子
所以是副词形式了

support

如果去掉the可以用necessary.此处和not 一起使用，翻译为情况未必如此。