MétaCan
Menu
Back to cohort

THE ROLE OF PUBLIC DIPLOMACY IN ENSURING NATIONAL SECURITY DURING WARTIME

2024· article· en· W4410355571 on OpenAlexaboutno aff
Mykola Trofymenko

Bibliographic record

VenueBulletin of Mariupol State University Series History Political Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Relations and Foreign Policy
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacyPolitical scienceNational securityPublic administrationPublic diplomacyLawPolitics

Abstract

fetched live from OpenAlex

The article examines the role of public diplomacy as a tool for ensuring national security in the context of hybrid threats, information-psychological attacks, and armed conflict. Particular emphasis is placed on its military dimension—defense diplomacy—which, in the modern world, serves as a crucial component of a state’s soft power and a means of influencing international audiences without direct military intervention. The study analyzes the transformation of diplomatic practices in response to globalization, the decline of state monopoly over foreign policy, and the growing influence of non-state actors in international communication. Special attention is given to psychological operations (PSYOPs) as an integral part of military public diplomacy, their impact on target audiences under conditions of hybrid warfare, and their instrumental role in shaping state information policy. The article outlines the key functions of defense diplomacy, including the promotion of national interests, the strengthening of strategic partnerships, participation in military training, humanitarian operations, and the work of military attachés. It also provides examples of defense diplomacy practices in NATO member states, the USA, France, Germany, and Canada. Public diplomacy is presented as a key instrument for shaping a positive international image of the state, influencing global narratives, and ensuring strategic security through educational, scientific, cultural, economic, and informational mechanisms. Its capacity to influence public opinion, mobilize international support, foster alliances, and engage in dialogue with the diaspora and non-governmental organizations is underscored. Given the ongoing Russian aggression against Ukraine, the annexation of Crimea, and the hybrid nature of the current conflict, the implementation of an effective public diplomacy strategy has become exceptionally significant for Ukraine. The author argues that public diplomacy should evolve not only as a communicative platform but also as a structural element of national security policy. Keywords: public diplomacy, national security, defense diplomacy, strategic communications, soft power, military conflict, PSYOPs, foreign policy, information influence.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.875
Threshold uncertainty score0.526

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 studies0.0000.001
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 head0.023
GPT teacher head0.266
Teacher spread0.243 · 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 designTheoretical or conceptual
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueBulletin of Mariupol State University Series History Political StudiesSame topicInternational Relations and Foreign PolicyFrench-language works237,207