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Record W2520491091 · doi:10.1002/prep.201600099

Deposition Rates from Blow‐in‐Place of Different Donor Charges: Comparison of Composition C‐4 and Shaped Charges

2016· article· en· W2520491091 on OpenAlexafffundabout
Emmanuela Diaz, Sonia Thiboutot

Bibliographic record

VenuePropellants Explosives Pyrotechnics · 2016
Typearticle
Languageen
FieldEngineering
TopicStructural Response to Dynamic Loads
Canadian institutionsDepartment of National DefenceDefence Research and Development Canada
FundersMinistère de la Défense NationaleDefence Research and Development Canada
KeywordsExplosive materialDeposition (geology)DemolitionCharge (physics)Unexploded ordnanceComposition (language)Environmental scienceMaterials scienceEnvironmental chemistryChemistryForensic engineeringGeologyEngineeringCivil engineeringPhysicsArtRemote sensing

Abstract

fetched live from OpenAlex

Abstract For more than 70 years, the Canadian Armed Forces (CAF) have been using the plastic explosive Composition C‐4 based mainly on the explosive hexahydro‐1,3,5‐trinitro‐1,3,5‐triazine (RDX) for various operational needs. Composition C‐4 is used as donor charge for the blow‐in‐place destruction of unexploded ordnance (UXO) by Explosive Ordnance Disposal teams and, as well, mostly used as a demolition explosive by engineering units. RDX is very stable in the environment, somewhat water‐soluble and moves relatively rapidly towards surface and groundwater bodies in Ranges and Training Areas (RTA). It is the key contaminant that triggered the closure of a major RTA in the USA and the use of C‐4 was proven to contribute to its accumulation in demolition ranges. A study was conducted to measure the deposition of RDX generated from the use of Canadian C‐4 blocks and two shaped charges for comparison purposes, as the shaped charge represents a possible alternative for C‐4 as a donor charge in blow‐in‐place operations. The shaped charges studied were the Excalibur and two diameters of the SM‐EOD suite from SAAB Bofors. These shaped charges were selected for their potential to destroy UXOs. The Excalibur shaped charge led to RDX deposition rates similar to those observed with C‐4 blocks, whereas the SM‐EOD showed forensic traces of RDX. Based on these results, SM‐EOD shaped charges provide a possible alternative to using C‐4 for blow‐in‐place (BIP) operations, as they generate only small quantities of critical contaminants (such as RDX). By eliminating the contamination from the donor charge, the BIP operation will necessarily be improved and cleaner.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.084

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.246
Teacher spread0.230 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2016
Admission routes3
Has abstractyes

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