Following on from my previous question and accepted answer, How do I quantify the carbonate system and its pH speciation?, I also calculated a charge balance ($CB$) on the system where $z$ is the species' ionic charge:
$CB = \sum{z\times[\textrm{positive ions}]}=\sum{z\times [\textrm{negative ions}]}$
The CB is thus;
$\ce{ [H+] = [OH-] + [HCO3-(aq)] + 2[CO_{3}^{2-}(aq)]}$
Usually, I'd assume this number to equal zero for complete balance which makes sense. The system indeed shows this when looking at this balance (which I've done by getting the difference in negative and positive ionic charge) I see that the charge balance becomes unbalanced (i.e. >0) at around pH = 12.5 signifying a net negative charge as seen in the graph below:
Here are my main questions concerning this:
(For a better personal understanding) What is the practical significance of including these charge balance equations?
As the charge balance is not in integer values (I.e. it can’t be [z] or the quantised [e-]), what is the units of the charge balance?
What are the practical differences in doing the same calculations with activities instead of concentrations (I.e. not assuming infinite dilution)? I have read in other questions that the standard pH model is not the best to use at extreme pH values and activity is the better model.
What does the charge balance impact on for the chemical species? Is it to infer species' reactivity? Does this infer that around pH= 12.5 the system becomes unstable, highly reactive and thus more likely to form an unwanted precipitate?
Can someone please help me understand this?
(For context, I am trying to better understand this behaviour of extreme alkaline systems because I want to keep track of the pH of other solutions I'm making by mixing highly alkaline solutions with sodium silicate systems. Sometimes these systems form precipitates when they've mixed, other times they don't. I thought understanding the pH and charge balancing of everything is a good place to start, hence why I'm here.)