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Unfortunately trying to play it in the browser just gives me a black screen.

(+1)

It could be that something is being blocked by a browser or an ad-blocker.

If not, it takes a while to load. After the Unity engine is downloaded by the browser (it has around 30~50MB),  the game displays a loading bar while it continues to load.

Yeah I had to turn my ad-blocker off.