MétaCan
Menu
Back to cohort
Record W2295926871 · doi:10.3138/ijcs.52.83

The Narrative of Canada as a Peacekeeping Nation since the 1990s: Permanence and Evolution of a National Paradigm

2015· article· en· W2295926871 on OpenAlexvenueaboutno aff
Laurence Cros

Bibliographic record

VenueInternational Journal of Canadian Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsnot available
Fundersnot available
KeywordsPeacekeepingNarrativePolitical scienceForeign policyNational identityPolitical economyGovernment (linguistics)Public administrationLawSociologyPolitics

Abstract

fetched live from OpenAlex

Since the end of the Second World War, the government of Canada has regularly emphasized Canada's commitment to maintaining peace and liberty in the world through peacekeeping within the framework of the United Nations. Born in the 1950s, this narrative of Canada as a model peacekeeper held a central place in the successive Canadian governments' discourse on foreign policy and thus became an important element of the way Canadian national identity was defined. This article intends to analyze whether the narrative of Canada as a peacekeeping nation continued unchanged in more recent years. As we will show, since the 1990s, Canada's contributions to peacekeeping have undergone major changes. This article will examine whether these changes have been reflected in the official discourse on Canadian foreign policy produced by successive governments, both Liberal and Conservative, and whether, as a result, the narrative of Canada as a peacemaker is being challenged, and maybe replaced, by a new national narrative.

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)0.003
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.239
Threshold uncertainty score0.883

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0620.038
Scholarly communication0.0200.005
Open science0.0020.005
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.054
GPT teacher head0.342
Teacher spread0.288 · 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 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

Citations5
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueInternational Journal of Canadian StudiesSame topicPeacebuilding and International SecurityFrench-language works237,207