The crossing box is indeed still open, staffed by a crossing keeper operational 24/7. It was downgraded from being a full on signal box in the 70s and is believed to be the closest manned level crossing to London.
It still contains a lever frame, “slotting” London Bridge’s signals; meaning London Bridge cannot clear its signals over the crossing unless the crossing keeper releases the slot.
When a train passes over certain track circuits on the approach to the crossing an annunciator sounds in the box informing the crossing keeper the gates need to be closed.
The crossing keeper closes the crossing, checks that it is clear, and reverses the appropriate levers (2 for down trains, 3 for up trains) to clear the signals. If all is well the signals should be cleared in time for the train to not get a cautionary aspect and not need to slow down on the approach.
There are a few boxes like this in the country, a relic from when CCTV and obstacle detection were not as readily available for resignalling projects. Budget concerns and signaller workload are the main barriers to abolishing them, much to the delight of the crossing keepers!