In this context, it is a Unix machine configured for general purpose use (so no minimal web-server-centric OS, for example) where everybody in the organisation gets a login (probably automatically and tied to whatever SSO they use). There may also be some niceties installed and/or preconfigured - like software used frequently by this and that research group or auto-mounting the user's file share from the central storage cluster.