MétaCan
Menu
Back to cohort
Record W7067579734

Mineless battlespace: shaping the future battlfield without conventional landmines.

2002· other· en· W7067579734 on OpenAlexaboutno aff

Bibliographic record

VenueIke Skelton Combined Arms Research Library (CARL) Digital Library (US Army Combined Arms Center) · 2002
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsCombatantDoctrineFoundation (evidence)LegitimacyEnablingInterdictionOrder (exchange)
DOInot available

Abstract

fetched live from OpenAlex

This monograph examines the ability of the United States Army to shape the battlefield without the use of conventional landmines. The United States must determine alternatives to conducting warfare without the use of landmines. The humanitarian crisis landmines create calls for this and current and future technologies make it possible. Weapons that cannot discriminate between combatant and non-combatant will lose their legitimacy in the future battlespace. This study traces the evolution of landmines and their purposes. It then reviews current American, British, and Canadian counter-mobility doctrine in order to establish a foundation to build upon. With this solid foundation of the past and present, the study then progresses to address how the United States can shape the future battlespace. This study offers alternatives to conventional landmines through technology, doctrine, and training. Through their evolution, landmines have become an effective force enabler in the conduct of land warfare, but in recent times their usefulness has diminished. Situational and scatterable landmines have increased importance in the changing environment. The evolution of the humanitarian crisis from their use supports a complete ban on the use of conventional landmines. The costs associated with landmine use are mind numbing. Medical and rehabilitation costs alone exceed $750 million. The effects of wars long past continue to plague ravished nations. With current de-mining efforts, the estimate by the Vietnam Veterans of America Foundation (VVAF) to remove the existing landmines exceeds forty years. Based on this, the evidence supports a total ban on the use of conventional landmines, both anti-personnel and anti-tank. Reviewing modern doctrine reveals that countermobility operations are very similar amongst the United States, Great Britain, and Canada. The other common thread is offensive action and maintenance of the initiative. The biggest difference between these three nations is chiefly a difference in the American doctrine since it does not discuss the impacts of the Ottawa Treaty. Both Great Britain and Canada have addressed the treaty’s impacts by including coordination with host nation agreements into obstacle integration. The United States does not address this factor in countermobility doctrine. The changing security environment also presents the potential necessity to shape the battlefield without conventional landmines. The Ottawa Treaty restricts the use of anti-personnel landmines and any nations have become signatories to it. The United States Army may have to employ the objective force in a nation or with a nation that is a signatory. Should that be the case, the force will be compelled to abide the articles of the Ottawa treaty and therefore be required to replicate that capability with existing systems/doctrine or develop them. This study concludes by offering recommendations to shaping the battlefield without conventional landmines. In many respects the Untied States Army currently shapes the battlefield without the use of landmines. Doctrine provides the means to shape enemy formations. Deception combined with long range fires, including air interdiction; shape the battlefield for the decisive operations. Increased technologies mainly in the intelligence arena allow precision deep fires to destroy enemy forces prior to ground contact. Non-lethal alternatives also exist to replace the function of landmines. Electromagnetic pulse weapons could revolutionize ground warfare and leave the battlefield safe to traverse following the conflict. The recommendations outlined in this paper are based on emerging doctrine and provide for humanitarian friendly alternatives to landmines. Future battlefields can become truly mineless.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.010
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.003
Scholarly communication0.0030.003
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.033
GPT teacher head0.276
Teacher spread0.243 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations0
Published2002
Admission routes1
Has abstractyes

Explore more

Same venueIke Skelton Combined Arms Research Library (CARL) Digital Library (US Army Combined Arms Center)French-language works237,207