On both of my units I was advised of the scrubber life by instructors (and in the case of my Meg again by the actual builder on a trip we did together)
Those would probably into my personal category of people to whom I attribute some credibility.

Welcome to ScubaBoard, the world's largest scuba diving community. Registration is not required to read the forums, but we encourage you to join. Joining has its benefits and enables you to participate in the discussions.
Benefits of registering include
On both of my units I was advised of the scrubber life by instructors (and in the case of my Meg again by the actual builder on a trip we did together)
... alternatively looking at the body of evidence that a very typical 5.5 to 6 lbs of sorb in warmer water (sometimes 20+C warmer), with a much lower exertion rate, can last far longer than what the manufacturer's lawyers will allow them to print...
How? You are diligent in sticking to 3 hours. When you have another 1000 hours on your unit, if you continue to be diligent about 3 hours, how would you ever know that you can do more than 3 hours?
It seems to me that the only way people ever know these things is by first pushing the limits into unknown territory. You won't know if you can dive more than 3 hours until you've tried it. Multiple times.
Or, you can take a preponderance of anecdotal evidence, from very experienced people to whom you attribute some credibility, and begin to push your own limits where it's not 100% "unknown". Just be prepared to FIND those limits....
It seems to me very much like figuring out what works for you when it comes to NDLs, Gradient Factors, etc.. You start with a published "limit" (e.g. PADI tables, or Shearwater Conservatism on High, or whatever), get experience with it, learn what you can from other people's experience, and then gradually expand your own body of experience to figure out what works for YOU.
They don't exist in the form you are expecting. We are left to extrapolate. But how much Co2 sorb can ideally capture isn't a mystery (for sofnolime 797 its about 150L Co2/kg sorb). So we have bookends.That's all I'm asking for. The body of evidence. You don't need to do CE testing to get numbers. But if you are going to categorically state that a 2.4 kg scrubber will last for a minimum of 6 hours in 25C water, I personally would like something more reproducible than "many excellent divers do that, and they are fine". Because until you actually do a real world prospective diver study, you just don't have that data.
I'm not saying that such studies don't exist. I'm just asking for them. And if they don't exist, then my point stands.
They don't exist in the form you are expecting. We are left to extrapolate. But how much Co2 sorb can ideally capture isn't a mystery (for sofnolime 797 its about 150L Co2/kg sorb). So we have bookends.
John's blog John Clarke Online
doesn't get as many hits as it used to but you'll find lots of good stuff here on how temp matters, metabolic rate matters, gas mix matters, depth matters. Even if we had 40m, 1.6Lpm CO2 production, but at 20C temp "CE" testing we would still be forced to extrapolate to actual dives.
I believe the navy quit O2 testing divers as it wasn't predictable - not sure where I heard that, treat that as rumor.
I dunno man, when my instructor and the actual manufacturer of the Megalodon says a 6lb axial in 45-55F water conservatively lasts 4 hours (and their smaller 5.5lb radial is afforded 5hrs) I don't think there is any survivorship bias there. Those are written manufacturer/instructor recommendations.
So do you bail out when you hit 3 hrs on the JJ?
Survivorship aka selection bias only exists if you are drawing biased or erroneous conclusions. Defined as "deriving an erroneous assumption because dead people aren't reporting"Why wouldn't it be survivorship bias? If you do something many times and you never have a problem and you say that it's safe based on your experience, that's the very definition of survivorship bias.
Why wouldn't it be survivorship bias? If you do something many times and you never have a problem and you say that it's safe based on your experience, that's the very definition of survivorship bias.
Survivorship aka selection bias only exists if you are drawing biased or erroneous conclusions. Defined as "deriving an erroneous assumption because dead people aren't reporting"
If 100% of people dive a 6lbs axial for 4 hrs in local waters (45 to 55F) and there are zero Co2 hits (going to ignore packing errors or time counting errors) there is no error there. So you are not using the reporting "survivors" to make an erroneous conclusion. Is there something to overlook is an open question.
Survivorship bias - Wikipedia
"Survivorship bias or survival bias is the logical error of concentrating on the people or things that made it past some selection process and overlooking those that did not, typically because of their lack of visibility."
To confirm we had/have selection bias we have to look for and find a dive (preferably more than one) with a co2 hit, in under 4 hrs. There are two problems with this. The first is that its way outside the norm aka rare like way more than 3 sigma rare. So "has it happened" is unknown, "was it reported" and who it was reported to also unknown. There's no master database of dive vs Co2 events so proving that negative isn't really possible. Either that lone Co2 hit doesn't exist, it isn't reported, it was reported and hushed up, maybe it was reported just not to "us" or publicly - are all possibilities that we can't conclusively know. But not having data is not the same as overlooking contrary data through erroneous selections.
The other issue is what statistical risk are you willing to accept. 4 sigma below the curve would be ~6 CO2 hits in 1,000 dives which seems like we would have heard about since the Meg axial has been in production since about 1996. But that assumes that scrubber breakthrough at the extreme tails of its time distribution is normal - which it probably isn't even under one set of test conditions nevermind under a myriad of depth, time, co2 load, and diluent conditions. Going to guess here that at some point the tails of the distribution have become such rare conditions that there aren't enough CCR dives in recorded history to have a Co2 hit that soon or to have a scrubber last that long (two tails). The CE test data don't really inform us about those tails, so we are left making inferences.