I have been graciously gifted the Barth and Zaman paper first mentioned in post #186 above. Some amazingly interesting things emerge from it, but I must seriously question their choice to sample at only 5 minutes into the mash for each of their multiples of mash pH tests. There is indeed a wealth of interesting information to be pondered within this paper, and I will list a couple of their "shocking" findings here:
1) They discovered that for the specific case of measuring at 5 minutes into a single infusion mash the Kolbach "3.5" divisor for Ca++ is actually (on average, and rounded) ~14.8 for Pilsner, ~7.2 for Pale Ale and ~12.2 for Munich malts respectively.
2) They discovered that the multiple point titration "curve" for their Pilsner malt was essentially linear to within 5% precision across a rather broad titration range, and not highly exponentially curved as for the Pilsner malt titration chart seen in post #108 above. They admit that they were quite surprised to find the buffering to be so linear.
If, as per Kolbach, the 3.5 divisor for calcium ions emerges post the boil (which is where he actually measured and thereby determined it, presumably for a German Pilsner malt as my guess), and at 5 minutes into the mash this divisor is a (minuscule as to its pH shifting impact) 14.8, then I speculate intuitively (while cautiously admitting that intuition generally leads to bad science) that the impact of calcium ions upon the downward shift of pH is gradual, and only minimally noticed at only 5 minutes into the mash. This leads me to wonder what the divisors value would be at 15 min., 30 min., 45 min., and 60 min. into the mash.
If we linearly regress Pilsner malts 14.8 divisor at 5 minutes and 3.5 divisor at 120 minutes (presuming here a typical 60 min. mash and 60 min. boil) the simple linear equation that evolves is:
Ca_Divisor_Value = -0.0982609(Time_Min) + 15.2913
Solving linearly for the Ca++ ions divisor value at a few evolving times within the brewing process thereby gives us:
5 min. = 14.8
15 min. ~= 13.8
30 min. ~= 12.3
45 min. ~= 10.9
60 min. ~= 9.4
120 min. = 3.5
Disclaimer: It is purely speculation that this phenomenon is linear with respect to time, and it far and away most likely is not.