Pith. Sign in

RECORD

Sensitivity of an antineutrino monitor for remote nuclear reactor discovery

Instrumentation and Detectors · Submitted 20 Oct 2022

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

The authors' main claim It was found that a 22~m detector with a gadolinium-doped, water-based liquid scintillator fill is sensitive to a $\rm \sim 3~GW_{th}$ reactor at a standoff of $\rm \sim150~km$ within two years in the current reactor landscape.

how it is stated · asserted 1.00 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID2210.11224 (version 2)
Pith IDPFMOL6BE, Pith's permanent record of this paper and its review
CitationJames Armitage, Liz Kneale, Matthew Malek, Niamh Holland, Steve T Wilson, Tara Appleyard. "Sensitivity of an antineutrino monitor for remote nuclear reactor discovery." arXiv:2210.11224 (2022). https://pith.science/paper/PFMOL6BE
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, 5,058 input tokens.

What the abstract itself states, as probabilities: claims first 0.05 · states limitation 0.85 · human participants 0.02 · controlled comparison 0.07 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.15 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

Antineutrinos from a nuclear reactor comprise an unshieldable signal which carries information about the core. A gadolinium-doped, water-based Cherenkov detector could detect reactor antineutrinos for mid- to far-field remote reactor monitoring for non-proliferation applications. Two novel and independent reconstruction and analysis pathways have been developed and applied to a number of representative reactor signals to evaluate the sensitivity of a kiloton-scale, gadolinium-doped Cherenkov detector as a remote monitor. The sensitivity of four detector configurations to nine reactor signal combinations was evaluated for a detector situated in Boulby Mine, close to the Boulby Underground Laboratory in the UK. It was found that a 22~m detector with a gadolinium-doped, water-based liquid scintillator fill is sensitive to a $\rm \sim 3~GW_{th}$ reactor at a standoff of $\rm \sim150~km$ within two years in the current reactor landscape. A larger detector would be required to achieve a more timely detection or to monitor smaller or more distant reactors.

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 Antineutrinos from a nuclear reactor comprise an unshieldable signal which carries information about the core. background 1.00 0.06 0.03 asserted 1.00
s1 A gadolinium-doped, water-based Cherenkov detector could detect reactor antineutrinos for mid- to far-field remote reactor monitoring for non-proliferation applications. contribution 0.38 0.18 0.14 hedged possibility 1.00
s2 Two novel and independent reconstruction and analysis pathways have been developed and applied to a number of representative reactor signals to evaluate the sensitivity of a kiloton-scale, gadolinium-doped Cherenkov detector as a remote monitor. contribution 0.52 0.94 0.07 asserted 1.00
s3 The sensitivity of four detector configurations to nine reactor signal combinations was evaluated for a detector situated in Boulby Mine, close to the Boulby Underground Laboratory in the UK. method 0.91 0.93 0.05 asserted 0.99
s4 It was found that a 22~m detector with a gadolinium-doped, water-based liquid scintillator fill is sensitive to a $\rm \sim 3~GW_{th}$ reactor at a standoff of $\rm \sim150~km$ within two years in the current reactor landscape. result 1.00 0.94 0.74 asserted 1.00
s5 A larger detector would be required to achieve a more timely detection or to monitor smaller or more distant reactors. interpretation 0.81 0.66 0.17 asserted 0.86

What kind of paper the classifier reports this is: simulation study 0.72 · evidence from simulation or computation 0.99.

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

Antineutrinos from a nuclear reactor comprise an unshieldable signal which carries information about the core. A gadolinium-doped, water-based Cherenkov detector could detect reactor antineutrinos for mid- to far-field remote reactor monitoring for non-proliferation applications. Two novel and independent reconstruction and analysis pathways have been developed and applied to a number of representative reactor signals to evaluate the sensitivity of a kiloton-scale, gadolinium-doped Cherenkov detector as a remote monitor. The sensitivity of four detector configurations to nine reactor signal combinations was evaluated for a detector situated in Boulby Mine, close to the Boulby Underground Laboratory in the UK. It was found that a 22~m detector with a gadolinium-doped, water-based liquid scintillator fill is sensitive to a $\rm \sim 3~GW_{th}$ reactor at a standoff of $\rm \sim150~km$ within two years in the current reactor landscape. A larger detector would be required to achieve a more timely detection or to monitor smaller or more distant reactors.

Human review
How the literature uses it

1 arXiv paper cite this in 3 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 · 1 sentence without a confident label

Compares with it 1 paper
  • Hence, WbQDs can act as conventional liquid scintillators with neutron detection ability without requirements for doping with neutron capturing materials, in contrast to the proposed gadolinium-doped water-based liquid scintillator [ref] .

    Water-based Quantum Dots Liquid Scintillator for Particle Physics · Introduction · 0.89

Cites it as background 1 paper

What it cites · 9 sentences without a confident label

Uses data or values from 1 paper
  • The projected power of the two cores at Hinkley Point C was calculated for the purposes of this study from the 3.260 GW$_e$ power generation capacity projected by EDF energy [ref] and the relation between thermal power and electricity generation from [ref] : [equation] and the detectable signal spectrum and strength at Boulby was calculated using the custom core feature from [ref] .

    Global Antineutrino Modeling for a Web Application · Results for distant PWR reactors · 0.95

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.