cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.59853.v1/t3
title: "Table 3" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gbb model for the 1 btag signal region with Meff &gt; 700 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t4
title: "Table 4" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gbb model for the 2 btags signal region with Meff &gt; 700 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t5
title: "Table 5" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gbb model for the 1 btag signal region with Meff &gt; 900 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t6
title: "Table 6" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gbb model for the 2 btags signal region with Meff &gt; 900 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t7
title: "Table 7" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 1 btag signal region with Meff &gt; 500 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t8
title: "Table 8" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 2 btags signal region with Meff &gt; 500 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t9
title: "Table 9" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 1 btag signal region with Meff &gt; 700 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t10
title: "Table 10" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 2 btags signal region with Meff &gt; 700 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t11
title: "Table 11" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 1 btag signal region with Meff &gt; 900 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t12
title: "Table 12" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gbb model for the 2 btags signal region with Meff &gt; 900 GeV.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t13
title: "Table 13" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: The GLUINO-NEUTRALINO plane in the Gbb model showning which of the six signal regions results in the best expected limit at each point. At each point the signal region shown is used to construct the final limit.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t14
title: "Table 14" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gtt model for the SR1-D signal regions.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t15
title: "Table 15" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Acceptance in the GLUINO-NEUTRALINO plane in the Gtt model for the SR1-E signal regions.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t16
title: "Table 16" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gtt model for the SR1-D signal regions.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t17
title: "Table 17" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Efficiency in the GLUINO-NEUTRALINO plane in the Gtt model for the SR1-E signal regions.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t18
title: "Table 18" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Observed limit Obs.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t19
title: "Table 19" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Expected limit Exp.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t20
title: "Table 20" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Expected limit +1sigma Expu1s.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t21
title: "Table 21" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Figure 7 Expd1s.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.5281/zenodo.17524225
title: Demonstration — Destructive Learning Detector (MNIST, Law of Responsiveness) v1.0

description: This dataset demonstrates the Destructive Learning Detector concept derived from the Law of Responsiveness (dR = F · gg · dΦ).

Using the MNIST training system as a controlled testbed, the demo shows the transition from adaptive to destructive learning.

Three plots illustrate the dynamics:



EMA accuracy curve with collapse marker (01_accuracy.png)

Responsiveness vs predicted potential (02_responsiveness_vs_pred.png)

Rolling R² of the law fit (03_rolling_R2.png)The detector identifies the collapse point (step ≈ 382) where responsiveness fails and learning efficiency breaks down.Files include raw time series, summary metrics, and provenance manifest.


Note: This is a demonstration, not a deployable detection tool. It provides transparent evidence that destructive learning can be empirically measured using the Grammar of Existence framework.
DOI: 10.5281/zenodo.17524226
title: Demonstration — Destructive Learning Detector (MNIST, Law of Responsiveness) v1.0

description: This dataset demonstrates the Destructive Learning Detector concept derived from the Law of Responsiveness (dR = F · gg · dΦ).

Using the MNIST training system as a controlled testbed, the demo shows the transition from adaptive to destructive learning.

Three plots illustrate the dynamics:



EMA accuracy curve with collapse marker (01_accuracy.png)

Responsiveness vs predicted potential (02_responsiveness_vs_pred.png)

Rolling R² of the law fit (03_rolling_R2.png)The detector identifies the collapse point (step ≈ 382) where responsiveness fails and learning efficiency breaks down.Files include raw time series, summary metrics, and provenance manifest.


Note: This is a demonstration, not a deployable detection tool. It provides transparent evidence that destructive learning can be empirically measured using the Grammar of Existence framework.
DOI: 10.17182/hepdata.59853.v1/t22
title: "Table 22" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Figure 7 Obs.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t23
title: "Table 23" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Figure 7 Exp.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t24
title: "Table 24" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Figure 7 Expu1s.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t25
title: "Table 25" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Figure 7 Expd1s.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t26
title: "Table 26" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: .
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t27
title: "Table 27" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Observed limit Obs.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t28
title: "Table 28" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Expected limit Exp.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.
DOI: 10.17182/hepdata.59853.v1/t29
title: "Table 29" of "Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector"

description: Expected limit +1sigma Expu1s.
description: CERN-LHC. Study of final states with several jets, including b-quark jets, accompanied by zero- or one-lepton plus missing transverse energy in proton-proton collisions at a centre-of-mass energy of 7 TeV, from a data sample of integrated luminosity 2.05 fb-1. The is an update of the search presented by the ATLAS collaboration using 35 pb-1 (PL B701,298:2011). As well as data from the plots in the paper additional data on acceuptance and efficiency from the auxilliary publication below is presented.