Scheduled Gateway Backup to Network Location

Our Scheduled Gateway backups are not executing properly. Does anyone know what happens when setting the backup folder to a network location? What credentials does it use for access?

We do this, using Windows server for the file server. The only setting that I had to change was to set the Everyone group to be able to Modify & Write.