Update 07.23.2019 -- Run 9 pp: Comparing Jet Response Between Pythia6 and Pythia8 With Pi0 Triggers
Yesterday, I noticed that using the Pythia6 (embedding) response generated using pi0 triggers vs. using the Pythia6 response generated using charged hadron triggers to unfold our pi0 data makes a difference in the shape of the unfolded spectrum:
In particular, the shape of the unfolded spectrum (using the pi0-triggered Pythia6 response) compares favorably with the shape of the unfolded spectrum using the Pythia8 response (which is generated using pi0 triggers). So a natural question is "how do the responses compare between the pi0-triggered Pythia6 case and the pi0-triggered Pythia8 case?"
The efficiencies are definitely consistent, but -- intriguingly -- the response profile of the Pythia8 response matrix is harder than the Pythia6 response matrix (that is to say, the barycenters of the Pythia8 profiles lie higher on the particle-level pTjet axis than do the barycenters of the Pythia6 profiles). And the fact that the unfolded data is harder if I use the Pythia8 response than the Pythia6 response is exactly what I'm trying understand right now.
I've seen this behavior before; for instance:
So why is this the case? Well, since the efficiencies agree, that's probably not the issue. Could it be the track resolution? This is something we haven't checked; we always assumed that the resolution is a negligible effect. But we do know that a finite resolution will make a spectrum appear harder, so that might very well be the effect here... I will follow up soon...
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