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Record W2763658215

Influences of the Canadian Armed Forces on the revision of US Army Field Manual 3-24.

2017· other· en· W2763658215 on OpenAlexaboutno aff

Bibliographic record

VenueIke Skelton Combined Arms Research Library (CARL) Digital Library (US Army Combined Arms Center) · 2017
Typeother
Languageen
FieldSocial Sciences
TopicMilitary History and Strategy
Canadian institutionsnot available
Fundersnot available
KeywordsDoctrineNexus (standard)Military doctrinePolitical scienceNarrativeSociologyLawEngineeringPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

In 2006, the United States Army published FM 3-24, Counterinsurgency because of the growing insurgencies in Iraq and Afghanistan. The impacts of this new doctrine were profound not only in the United States military, but also with its policy and strategy makers, the media, and throughout American society. FM 3-24's ideas also resonated within Western military communities. The doctrine defined the paradigm by which Western society would conduct counterinsurgency at the beginning of the 21st century. Yet, eight years after its publication, the US Army updated and released a new version of its counterinsurgency doctrine. This monograph will argue that Canadian doctrine and its operations in Afghanistan in 2009-2010, was a critical influence on the 2014 revision of FM 3-24, Insurgencies and Countering Insurgencies. This project's foundations are in the social sciences and uses a process-tracing approach to analyze a single case study. Blending ideas of social constructivism, scientific investigation in the form of paradigms, and an analytical, historically based model of doctrine, the monograph explains how Canada influenced a key aspect of American counterinsurgency doctrine. For it was Canadian doctrine and military operations in southern Afghanistan that saw the CLEAR-HOLD-BUILD approach transform into the current SHAPE-CLEAR-HOLD-BUILD-TRANSITION framework. Counterinsurgency campaigns and the associated debates about capabilities and capacities, from 2005 to 2014, used the CLEAR-HOLD-BUILD approach as a nucleus to the narrative. Considering future counterinsurgency operations will likely us the SHAPE-CLEAR-HOLD-BUILD-TRANSITION framework as the nexus for future dialogue and debate, and it is clear that Canada has had a significant impact upon its greatest ally.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.585
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.004
Scholarly communication0.0010.004
Open science0.0080.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.034
GPT teacher head0.299
Teacher spread0.265 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2017
Admission routes1
Has abstractyes

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