I'm also seeing negative W' balance rides using the new tool, even after excluding rides with auto-pause on. I've mentioned some of this on wattage, but after reading that the model should predict exhaustion within a kj or two, and seeing -9kj W' balance on some rides, I'm viewing it as more of an anomaly.
My power curve very nicely matches the CP curve over a wide range of times. (If you say I haven't done any full efforts over 30 minutes... guilty as charged.)
I'm letting GC calculate W'. But I hand calculated it for a number of points on my power curve. I get values for W' ranging from 14-19kj for various times from 30 seconds out to 5 minutes, so as with CP, seems consistent.
The only other factor that goes into the W' balance calculation is the tau, which parameterizes the rate of replenishment.
First, here's my CP display: (My actuals match predicted curve so closely I have a lot of confidence that it's correct.)

And here is the ride in question (with 30 second smoothing):

The effort ending at 51 minutes was truly "to exhaustion" as it put me into a pretty severe asthma attack. It's not the first time it's happened on this same ride, going up that slope, about 20 minutes in. (I'm not sure I've done a short interval to exhaustion. I've certainly done them to pain, even to agony, but perhaps not to exhaustion. In part because I usually plan on doing multiples of them.)
What might be relevant are the two sections of reduced power at 45 and 47 minutes into the ride. If W' should have hit 0 instead of -10kj a few minutes later, it must have recovered much more in those two short sections. I can find other rides in which I hover in negative W' territory for a number of minutes.
I think I can field test the idea that my tau might be lower than predicted. Do a 3 minute exhaustive test. Verify I get W' about 18kj and CP about 185-190. Do another one five minutes later. If W' balance recovery is as predicted, I should get a lower W' on the second one. I'll see if GC shows a negative W' balance during the second one. If so my assumption is that I recovered more of my W' balance during the five minutes than GC is estimating.
(I am already dreading the second 3-minute exhaustion effort, but it's for science, right?)
If any of the following helps with any physiological explanations for the apparent inconsistency, I'm 50, over weight, didn't start cycling seriously until age 45. I have always been much better at short intense efforts than endurance efforts. (Why am I spending so much time training an endurance sport? Excellent question....) (Could being over weight help recovery? My blood plasma volume in theory is higher than that of a lighter athlete, so I might have more of a store of whatever I need to replenish W'.)
Thanks,
Michael