Even with citric acid and baking soda, you'd get fluctuations, I'd guess.
This is the typical acid/base reaction, so once it has gone to reaction (which it does, relatively quickly), you would have no more CO2. I would say you'd be looking at changing the mixture on a daily basis just to keep a consistent CO2 level.