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Record W6964485817 · doi:10.25316/ir-19898

Alignment and Impact: A Comparative Analysis of NATO’s Women, Peace, and Security Policies and National Action Plans in Canada, Poland, and Greece

2025· dissertation· en· W6964485817 on OpenAlexaboutno aff

Bibliographic record

VenueVIUSpace (Vancouver Island University Library) · 2025
Typedissertation
Languageen
FieldSocial Sciences
TopicGender, Security, and Conflict
Canadian institutionsnot available
Fundersnot available
KeywordsAction planNormativeTreatyPoliticsMember statesAction (physics)National securitySecurity council

Abstract

fetched live from OpenAlex

In 2000, United Nations Security Council Resolution (UNSCR) 1325 was created, demonstrating a collective global commitment towards women’s rights in conflict. This watershed moment resulted in nine subsequent resolutions labelled the Women, Peace and Security (WPS) agenda, which numerous regional organizations and countries have adapted for themselves. The North Atlantic Treaty Organization (NATO) released their first policy on WPS in 2009 and numerous additional policies, 25 of which are included within this comparative policy evaluation analysis. The primary mechanism, as dictated by UNSCR 2242, at the member-state level for WPS implementation is the National Action Plan (NAP). This study examines how NATO's WPS policies are reflected in the National Action Plans (NAPs) of member states, focusing on Canada, Poland, and Greece due to their varied political ideologies. This research shows a substantial alignment of policies between the member states and NATO, reinforcing a Western normative discourse.

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)0.000
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 score0.256
Threshold uncertainty score0.912

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.013
GPT teacher head0.254
Teacher spread0.241 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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