In Ubuntu 14.10 (Firefox 36.0.1) this site shows a SSL warning:

<https://robot.your-server.de/>

```
(sec_error_unknown_issuer)

```

However on my Lubuntu 14.04 machine also with Firefox 36.0.1 there is no warning.

What does this warning mean exactly and is this a potential threat?