No, you are equally likely to receive a scholarship, even if you want to join a remote company.
However, you should be aware that if, after applying for several remote positions, you remain unsuccessful, you should be open to applying for local jobs as well. Not applying for local jobs and continuing to apply for remote jobs unsuccessfully could result in a loss of your scholarship.
Read more about hiring support and conditions here.