cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.147271.v2/t64
title: "Table-aux_3 (extended 2)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 2 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v2/t65
title: "Table-aux_3 (extended 3)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 4 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v2/t66
title: "Table-aux_3 (extended 4)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 5 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v1/t1
title: "Figure_002-a" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of median of track $d_{xy}$ of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t2
title: "Figure_002-b" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of $\alpha_{3D}$ with $D_{N}$ cutoff at 4 of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v2/t67
title: "Table-aux_4" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 3 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v2/t68
title: "Table-aux_4 (extended 1)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 1 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v2/t69
title: "Table-aux_4 (extended 2)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 2 selection criteria. Both background and MC events has been normalized to unity.
description: A search for ``emerging jets'' produced in proton-proton collisions at a center-of-mass energy of 13 TeV is performed using data collected by the CMS experiment corresponding to an integrated luminosity of 138 fb$^{-1}$. This search examines a hypothetical dark quantum chromodynamics (QCD) sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into an SM quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet, known as an emerging jet, with multiple displaced vertices. This search looks for pair production of the scalar mediator at the LHC, which yields events with two SM jets and two emerging jets at leading order. The results are interpreted using two dark sector models with different flavor structures, and exclude mediator masses up to 1950 (1850) GeV for an unflavored (flavor-aligned) dark QCD model. The unflavored results surpass a previous search for emerging jets by setting the most stringent mediator mass exclusion limits to date, while the flavor-aligned results provide the first direct mediator mass exclusion limits to date.
DOI: 10.17182/hepdata.147271.v1/t10
title: "Figure_007-008 (unflavored)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: The expected and observed 95% CL upper limits on the production cross section for various signal models in the unflavored scenario model-generic and GNN EMJ tagging methods.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t11
title: "Figure_007-009 (flavor-aligned)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: The expected and observed 95% CL upper limits on the production cross section for various signal models in the flavor-aligned scenario model-generic and GNN EMJ tagging methods.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t3
title: "Figure_003-a" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of Number of associated tracks with $d_{xy}&gt;10^{-2.2}$ cm of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t4
title: "Figure_003-b" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of jet girth of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t5
title: "Figure_004-a" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of uGNN output score of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t6
title: "Figure_004-b" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Distribution of aGNN output score of CMS data, SM multijet MC events, and various signal samples. Events are required to pass the trigger requirements and also have 4 jets with $p_\mathrm{T}&gt;100$GeV. The distribution from various processes have their total count normalized to 1.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t7
title: "Figure_005" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Template fit of the DeepJet discriminator used to determine the b jet fraction of the non-EMJ tagged jets in data events that pass the 1-EMJ selection of the event selection criteria defined in the paper.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t8
title: "Figure_006-a" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: The EMJ tagger misidentification probability for b quark jets, light jets as a function of jet $p_\mathrm{T}$, for the various tagging methods defined in the paper evaluated using data and flavor truth information from the simulated samples in events containing high-$p_\mathrm{T}$ photons in the CMS Run 2 data set.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.