Dear Matt,
There are great responses in this thread already. There are several points and 
questions from my side:
1) I did not get clearly what exactly was done. Where did you start your paired 
refinement? What were the statistics for your starting resolution?
2) Did it improve all the way to the higher and higher resolution?
3) There is usually a little improvement in the electron density. Yet 
detectable. And in some cases, important.
4) PAIREF currently works in "isotropic" mode. We are not yet ready to work 
with diffraction anistropy. However, we are almost ready to submit an article 
on how to do it in future. If you were interested, you could contact me off the 
list.
5) I do not like the values of your Rmerge. Although using this statistic is  
already obsolete, I see a potential danger there. You have high values already 
in the LOWEST resolution shell. And it continuously grows up. Are you sure with 
your space group? Is it possible that you use higher than real symmetry? This 
would be my guess, but I may be wrong. Strong diffraction anisotropy may also 
play a role.
Feel free to ask further questions. Best regards,
Petr

-----Original Message-----
From: CCP4 bulletin board <[email protected]> On Behalf Of Matt McLeod
Sent: Saturday, October 1, 2022 2:02 PM
To: [email protected]
Subject: Re: [ccp4bb] PAIREF - Warning - not enough free reflections in 
resolution bin

Hey everyone,

Thanks for all the suggestions there are a few different things I can try now.  
The data is very aniosotropic (STARANISO might help) in regards to how the 
crystal diffracts and I think changing the bin size will help specifically with 
PAIREF (its an warning so it completes the run).   I collected the data using 
oil and at room temperature using a vector scan so there are also differences 
in data quality through the collection (not too severe based on data 
processing), radiation damage, a changing background from oil, etc.  

However, diagnosing the problem further it seems that merging with AIMLESS 
throws a lot of my high resolution reflections out...like alot.  This explains 
why truncating the data doesnt change the maps and explains why my table 1 
statistics for high resolution bin are dismal.  I can supply log files when I 
find them.  Now I have to determine if the outlier rejections are useful or not 
and why DIALS processing didn't flag these as rejections.

I have yet to look into AIMLESS rejection outlier protocol but I would guess 
that the reflections are real at high resolution but there are not that many of 
them and they are not that redundant and therefore are being tossed.

Matt

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