If you scroll down here you’ll see a video with audio of the “gunshot”. Sounds more like and explosion to me.
Starting at about 1:03 LEO is holding (I assume) the weapon.
Looks like a bolt action rifle, possibly an old German 98k.
Maybe just a hunting rifle.
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