The barometer is only working sporadically...
I have tried:
Replacing the sensor,
Changing the pull-up resistor values,
Changing the power supply voltage,
Changing the measurement timing...
But no dice. Here is proof that is does work sometimes though:
It looks like I am not alone with this issue - these guys ran into the same problem, but ended up just switching to a different type of sensor: PiAQ