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Record W2048271578 · doi:10.1177/0020702014552634

Contemporary military contracting and the future: Teeth, tails, and concerns

2014· article· en· W2048271578 on OpenAlexaffabout
Christopher Spearin

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicMilitary and Defense Studies
Canadian institutionsCanadian Forces College
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Since the start of the twenty-first century, military contractors such as Blackwater (now named Academi), Kellogg, Brown & Root, and SNC Lavalin have become household names in many countries. The reasons for their prominence vary from case to case. One is notoriety. Particular firms hold contracts valued in the millions if not billions of dollars, and the conduct of some firms has not been beyond reproach in terms of military effectiveness or their observance of human rights. A second reason is reliance. Contractors are needed to keep state military personnel fed and supplied, to maintain their machines, and in some cases even to protect them. Developed world states especially require them for warring, training, and simply operating given the limited numbers of available national military personnel, the increasing sophistication of military technologies, and the political ramifications of applying state forces overseas. In many states, contractors have therefore become part of the total national force. Yet another reason pertains to dedication and sacrifice. Many firms suffered significant levels of casualties during the longterm interventions in Iraq and Afghanistan. Thousands of contracted personnel have provided continuity over the long haul in often austere and intemperate conditions. All of this points to the considerable depth and scope of contractor involvement, arguably unprecedented in recent decades if not centuries. It also stands at odds with traditional conceptions of expensive state security sectors and their capabilities and responsibilities to manage and apply violence.Without a doubt, then, contractors have played a significant, augmentative, and sometimes controversial role in the overseas endeavours of many countries. With the first decade of this century now over and the interventions it hosted gradually fading into history, it is appropriate to consider, both by casting back and by looking forward, the evolving relationships between states and contractors. While there have been common pressures applied against contractor-employing states (especially related to the lure of neoliberal policies and the distinction between offensive and defensive violence), the national management of, and response to, those pressures have differed. Therefore, the following articles examine evolving national considerations and rationales for military contracting (including armed and unarmed contractors) based on recent experiences of selected Western states: the United Kingdom, the United States, Canada, and Sweden. Among the national cases, the United Kingdom and the United States are presented first since these countries' interactions with the private sector are arguably the most substantial in a global sense. They are also the states on which other states often model their interactions with contractors. In contrast, Canada and Sweden are examined less frequently. They too, however, present their own unique dynamics. Canada often attempts to punch above its weight on the international stage despite (or because of) its military's relatively small size. Swedish defence policy is shifting its emphasis from territorial defence and national service to expeditionary operations with professional volunteer forces. To facilitate these states' efforts, policymakers have introduced contractors in a variety of ways.The reader will note that not only does this introduction employ the fairly malleable word contractor, but that the articles that follow use a number of different terms with several meanings. This catholic approach highlights debates within the field. But, keeping International Journal's audience in mind, the terminology also reflects the varying emphasis in the broad industry on teeth aspects-those more closely associated with the use of force-and tail aspects-those more closely associated with logistics, maintenance, and support. The variance also underscores the definitions laid out in national and international regulations and guidelines. …

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.565
Threshold uncertainty score0.557

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.011
GPT teacher head0.308
Teacher spread0.297 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2014
Admission routes2
Has abstractyes

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