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I found the answer on Stackoverflow
https://stackoverflow.com/questions/38617046/django-debug-false-still-runs-in-debug-mode/51153638
As a note for others: I had the same problem; I configured my production website on a VM with gunicorn and nginx, following the tutorial for ubuntu 16.04 from the digital ocean documentation.
I wasn’t able to turn off the debug mode, even when restarting the nginx systemd’s service: the solution was to restart also the gunicorn service: