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Record W3011428694 · doi:10.1177/0907568220909887

Objects and subjects: Strategic use of childhood in the debate over the Canadian contribution to MINUSMA

2020· article· en· W3011428694 on OpenAlexaboutno aff
Iuliia Hoban

Bibliographic record

VenueChildhood · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsAgency (philosophy)SociologyDisarmamentChildhood studiesSoftware deploymentPeacekeepingPolitical sciencePolitical economyPublic administrationSocial scienceLawPsychology

Abstract

fetched live from OpenAlex

The debate over the scope of the Canadian military’s contribution to the United Nations Multidimensional Integrated Stabilization Mission in Mali evolved from the ambitious promise of ground troops to the deployment of narrow support to the mission. This article examines how the strategic use of childhood in political persuasion shaped security discourse and the nature of the Canadian contribution to United Nations Multidimensional Integrated Stabilization Mission in Mali. This article analyzes political and media genres of discourse to examine mechanisms which (re)constructed, legitimized, and constituted childhoods during the debate on the Canadian peacekeeping deployment to Mali. Looking through the lens of critical discursive analysis, the article demonstrates the policy implications of rendering children as, what Marshall Beier defined, “security anxieties.” Representing children as potential security threats to the Canadian Armed Forces reveals their agency; it also, however, ignores the multiple, fluid roles of children in areas of conflict. This reductionist type of agency calls for correction on behalf of policy actors, furthering the objectification of children as a political problem. Examining how childhood is employed in influencing the debate about the use of military force, this article enhances our understanding of how narratives on childhood have consequences for global security. This article also displays significant opportunities to use the critical discursive approach to explore the diverse and complex experiences of children in conflict zones and (post)conflict societies.

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.904
Threshold uncertainty score0.780

Codex and Gemma teacher scores by category

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

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 head0.034
GPT teacher head0.273
Teacher spread0.239 · 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 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

Citations5
Published2020
Admission routes1
Has abstractyes

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