Can the potential barrier across a p-n junction be measured by simply connecting a voltmeter across the junction?

In Fig. EP 14.2 V_0 is the potential barrier across a p-n junction when no battery is connected across the junction.

P-N junction is:

Explain the terms potential barrier for a junction diode.