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Setting limits on supersymmetry using simplified models

High Energy Physics - Experiment · Submitted 13 Feb 2012

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Limits obtained under various physical assumptions are comparable to those produced by directed searches.

how it is stated · asserted 1.00 read the record →

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arXiv ID1202.2662 (version 2)
Pith IDYI3SE3IT, Pith's permanent record of this paper and its review
CitationC. G\"utschow, Z. Marshall. "Setting limits on supersymmetry using simplified models." arXiv:1202.2662 (2012). https://pith.science/paper/YI3SE3IT
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13-20260917 via OpenRouter, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,534 input tokens, $0.0002 reported.

What the abstract itself states, as probabilities: claims first 0.20 · states limitation 0.35 · human participants 0.01 · controlled comparison 0.12 · randomized assignment 0.01 · states quantitative result 0.06 · compares with prior results 0.91 · mentions code or data availability 0.04.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

Experimental limits on supersymmetry and similar theories are difficult to set because of the enormous available parameter space and difficult to generalize because of the complexity of single points. Therefore, more phenomenological, simplified models are becoming popular for setting experimental limits, as they have clearer physical implications. The use of these simplified model limits to set a real limit on a concrete theory has not, however, been demonstrated. This paper recasts simplified model limits into limits on a specific and complete supersymmetry model, minimal supergravity. Limits obtained under various physical assumptions are comparable to those produced by directed searches. A prescription is provided for calculating conservative and aggressive limits on additional theories. Using acceptance and efficiency tables along with the expected and observed numbers of events in various signal regions, LHC experimental results can be re-cast in this manner into almost any theoretical framework, including non-supersymmetric theories with supersymmetry-like signatures.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Experimental limits on supersymmetry and similar theories are difficult to set because of the enormous available parameter space and difficult to generalize because of the complexity of single points. background 1.00 0.05 0.02 asserted 1.00
s1 Therefore, more phenomenological, simplified models are becoming popular for setting experimental limits, as they have clearer physical implications. background 1.00 0.05 0.04 asserted 0.97
s2 The use of these simplified model limits to set a real limit on a concrete theory has not, however, been demonstrated. gap 1.00 0.05 0.04 asserted 1.00
s3 This paper recasts simplified model limits into limits on a specific and complete supersymmetry model, minimal supergravity. contribution 0.99 0.93 0.32 asserted 1.00
s4 Limits obtained under various physical assumptions are comparable to those produced by directed searches. result 0.98 0.86 0.24 asserted 1.00
s5 A prescription is provided for calculating conservative and aggressive limits on additional theories. contribution 0.83 0.85 0.14 asserted 1.00
s6 Using acceptance and efficiency tables along with the expected and observed numbers of events in various signal regions, LHC experimental results can be re-cast in this manner into almost any theoretical framework, including non-supersymmetric theories with supersymmetry-like signatures. method 0.80 0.44 0.18 asserted 0.70

What kind of paper the classifier reports this is: method or tool 1.00 · evidence from analysis of existing data 0.99.

What was examined, and what was not

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not examined
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  • references and citing sentences
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not run
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  • C citations
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Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Experimental limits on supersymmetry and similar theories are difficult to set because of the enormous available parameter space and difficult to generalize because of the complexity of single points. Therefore, more phenomenological, simplified models are becoming popular for setting experimental limits, as they have clearer physical implications. The use of these simplified model limits to set a real limit on a concrete theory has not, however, been demonstrated. This paper recasts simplified model limits into limits on a specific and complete supersymmetry model, minimal supergravity. Limits obtained under various physical assumptions are comparable to those produced by directed searches. A prescription is provided for calculating conservative and aggressive limits on additional theories. Using acceptance and efficiency tables along with the expected and observed numbers of events in various signal regions, LHC experimental results can be re-cast in this manner into almost any theoretical framework, including non-supersymmetric theories with supersymmetry-like signatures.

Human review
References
How the literature uses it

5 arXiv papers cite this in 5 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 3 sentences without a confident label

Cites it as background 2 papers

What it cites · 10 sentences without a confident label

Uses the method or tool of 6 papers
  • In order to mimic an LHC detector, the events are passed through the Pretty Good Simulation ( PGS)~ [ref] with an ``ATLAS'' parameter card, and cone jets with a radius of 0.4 are reconstructed using Fastjet~ [ref] .

    Dispelling the N^3 myth for the Kt jet-finder · Model Deconstruction · 1.00

  • The branching fractions are acquired using MSSMCalc, and matrix element event generation is done using MadGraph 5 1.3.9~ [ref] with CTEQ 6L1 PDFs~ [ref] .

    MadGraph 5 : Going Beyond · Model Deconstruction · 1.00

  • The branching fractions are acquired using MSSMCalc, and matrix element event generation is done using MadGraph 5 1.3.9~ [ref] with CTEQ 6L1 PDFs~ [ref] .

    New Generation of Parton Distributions with Uncertainties from Global QCD Analysis · Model Deconstruction · 1.00

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