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Scientific article
Open access
English

Calibration of the light-flavour jet mistagging efficiency of the b-tagging algorithms with Z+jets events using 139 fb-1 of ATLAS proton–proton collision data at √s = 13 TeV

ContributorsATLAS Collaboration
Published inEuropean physical journal. C, Particles and fields, vol. 83, no. 8, 728
Publication date2023
First online date2023-08-14
Abstract

The identification of b-jets, referred to as b-tagging, is an important part of many physics analyses in the ATLAS experiment at the Large Hadron Collider and an accurate calibration of its performance is essential for high-quality physics results. This publication describes the calibration of the light-flavour jet mistagging efficiency in a data sample of proton–proton collision events at $\sqrt{s}=13$ TeV corresponding to an integrated luminosity of 139 fb$^{-1}$. The calibration is performed in a sample of Z bosons produced in association with jets. Due to the low mistagging efficiency for light-flavour jets, a method which uses modified versions of the b-tagging algorithms referred to as flip taggers is used in this work. A fit to the jet-flavour-sensitive secondary-vertex mass is performed to extract a scale factor from data, to correct the light-flavour jet mistagging efficiency in Monte Carlo simulations, while simultaneously correcting the b-jet efficiency. With this procedure, uncertainties coming from the modeling of jets from heavy-flavour hadrons are considerably lower than in previous calibrations of the mistagging scale factors, where they were dominant. The scale factors obtained in this calibration are consistent with unity within uncertainties.

eng
Keywords
  • P p: scattering
  • P p: colliding beams
  • Z0: hadroproduction
  • Jet: associated production
  • Z0: leptonic decay
  • Electron: pair production
  • Muon: pair production
  • Calibration
  • Particle identification: efficiency
  • ATLAS
  • CERN LHC Coll
  • Particle identification: performance
  • Heavy quark
  • Tracks
  • Track data analysis: jet
  • Data analysis method
  • Experimental results
  • 13000 GeV-cms
Citation (ISO format)
ATLAS Collaboration. Calibration of the light-flavour jet mistagging efficiency of the <i>b</i>-tagging algorithms with <i>Z</i>+jets events using 139 fb<sup>-1</sup> of ATLAS proton–proton collision data at √s = 13 TeV. In: European physical journal. C, Particles and fields, 2023, vol. 83, n° 8, p. 728. doi: 10.1140/epjc/s10052-023-11736-z
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Article (Published version)
Identifiers
ISSN of the journal1434-6044
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