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Measurements of $W$ boson production in association with heavy flavour at ATLAS

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Paper breakdownThe authors' claims, conditions and measurements, as JSON Signed receiptProof this review has not been altered
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Francesco Giuli

High Energy Physics - Experiment · Submitted 20 Jun 2023

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

The authors' main claim This precision measurement provides information about the strange content of the proton.

how it is stated · asserted 0.99 read the record →

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arXiv ID2306.11562 (version 2)
Pith ID36WU5UGU, Pith's permanent record of this paper and its review
CitationFrancesco Giuli. "Measurements of $W$ boson production in association with heavy flavour at ATLAS." arXiv:2306.11562 (2023). https://pith.science/paper/36WU5UGU
Claim paper

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.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 3,556 input tokens.

What the abstract itself states, as probabilities: claims first 0.03 · states limitation 0.06 · human participants 0.02 · controlled comparison 0.10 · randomized assignment 0.01 · states quantitative result 0.04 · compares with prior results 0.72 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

The production of $W/Z$ bosons in association with heavy flavour jets or hadrons at the LHC is sensitive to the flavour content of the proton and provides an important test of perturbative QCD. The production of a $W$ boson in association with $D^{+}$ and $D^{*+}$ mesons will be discussed. This precision measurement provides information about the strange content of the proton. Measurements are compared to the state-of-the art next-to-next-to-leading order theoretical calculations.

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 The production of $W/Z$ bosons in association with heavy flavour jets or hadrons at the LHC is sensitive to the flavour content of the proton and provides an important test of perturbative QCD. background 1.00 0.07 0.07 asserted 1.00
s1 The production of a $W$ boson in association with $D^{+}$ and $D^{*+}$ mesons will be discussed. contribution 0.99 0.65 0.05 asserted 0.73
s2 This precision measurement provides information about the strange content of the proton. interpretation 0.90 0.69 0.27 asserted 0.99
s3 Measurements are compared to the state-of-the art next-to-next-to-leading order theoretical calculations. method 0.70 0.76 0.08 asserted 0.98

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 0.89.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

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

The production of $W/Z$ bosons in association with heavy flavour jets or hadrons at the LHC is sensitive to the flavour content of the proton and provides an important test of perturbative QCD. The production of a $W$ boson in association with $D^{+}$ and $D^{*+}$ mesons will be discussed. This precision measurement provides information about the strange content of the proton. Measurements are compared to the state-of-the art next-to-next-to-leading order theoretical calculations.

Human review

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How the literature uses it

What this paper does with the arXiv papers it cites

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

What it cites · 1 sentence without a confident label

Uses the method or tool of 6 papers
  • In order to measure the observables from the data with corresponding uncertainties, a statistical fitting procedure based on the standard profile-likelihood formalism [ref] is used.

    The RooStats Project · Cross-section determination · 1.00

  • This background rate is determined using the data-driven Matrix Method [ref] , since MC-based predictions for the normalization and composition of these backgrounds suffer from large uncertainties.

    Tools for estimating fake/non-prompt lepton backgrounds with the ATLAS detector at the LHC · Signal and background modelling · 1.00

  • In order to measure the observables from the data with corresponding uncertainties, a statistical fitting procedure based on the standard profile-likelihood formalism [ref] is used.

    The RooFit toolkit for data modeling · Cross-section determination · 1.00

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