Quantum Random Number Generator Created Using a Smartphone Camera
medium.com
medium.com
However, distinguishing between quantum randomness and "other" randomness is quite easy actually. You just ask: did the randomness come from the collapse of a quantum state into an eigenstate of the observable being measured? (Now, if it's already in an eigenstate, it will collapse to the same state, so you have to prepare it in an eigenstate of an incompatible observable before measuring a new observable.) The particular new eigenstate that it collapses into will be -- according to the postulates of QM -- truly random.
So it seems to me that with this "QM random" source from the cell phone sensor, the scientists should be analyzing the "purity" of the signals they are using to generate their numbers. All kinds of factors could make the results non-QM random: electrical noise, different kinds of light sources, processing delays, etc. There's a lot of things to consider here.
(In fact, if you really wanted to be sure that it was QM random, you could create an entanglement [which is a QM-only phenomenon] and then see if the Bell correlations exist between the two entangled states.)