You wouldn't have one. A large part would be carbon dioxide.
You should read the actual MIT report (direct link to pdf).
Our integrated Mars settlement simulation revealed
a number of significant insights into architecture
decisions for establishing a Martian colony. First, our
habitation simulations revealed that crop growth, if
large enough to provide 100% of the settlement’s food,
will produce unsafe oxygen levels in the habitat. As a
result, some form of oxygen removal system is required
– a technology that has not yet been developed for
spaceflight.
and
That being said, the ISRU
technology required to produce nitrogen, oxygen, and
water on the surface of Mars is at a relatively low TRL,
so such findings are preliminary at best.
TRL (technology readiness level)
Basically growing food produces too much oxygen, you need nitrogen to bring it down to safe levels. You can't carry lots of nitrogen with you and the tech isn't ready to extract enough nitrogen on site.
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