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Record W7163813238 · doi:10.61838/kman.isslp.4.4.26

Whistleblower Protections in the Age of National Security: A Legal Comparative Study

2025· article· W7163813238 on OpenAlexaboutno aff
Anna Müller, Youssef El Amrani, Liam Patterson

Bibliographic record

Venuenot available
Typearticle
Language
FieldDecision Sciences
TopicEthics in Business and Education
Canadian institutionsnot available
Fundersnot available
KeywordsStatutory lawNational securityEnforcementLegal researchLaw enforcementCivil law (Civil law)Human rights

Abstract

fetched live from OpenAlex

This study aims to examine and compare the legal protections available to whistleblowers in national security contexts across diverse legal systems. Using a scientific narrative review design and a descriptive analysis method, this article explores whistleblower protection frameworks in selected common law and civil law jurisdictions. Legal sources including statutory provisions, case law, and policy documents published between 2018 and 2024 were analyzed to assess the scope, effectiveness, and limitations of existing legal protections. Countries were selected to represent a range of legal traditions and national security climates, including the United States, United Kingdom, Canada, Australia, Germany, France, and South Korea. The review also considered the role of civil society and media in supporting whistleblower disclosures. The comparative analysis reveals significant disparities in how national legal systems address whistleblower protections related to national security. Common challenges include broad national security exemptions, ambiguous legal language, limited enforcement mechanisms, and procedural complexity. Even in jurisdictions with formal protection regimes, individuals disclosing classified information often face criminal prosecution or institutional retaliation. While some countries have made progress in aligning their domestic laws with international standards, national security disclosures remain a legal grey area. The presence of independent oversight bodies and supportive civil society actors contributes to more robust whistleblower frameworks, but these mechanisms are not uniformly available or effective. There is a critical need to harmonize national whistleblower protection laws with international human rights standards, particularly in the domain of national security. Legal reforms must address gaps in immunity, clarify reporting procedures, and ensure independent institutional oversight. Strengthening protections for national security whistleblowers is essential to promoting transparency, preventing abuse of power, and reinforcing democratic accountability on a global scale.

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)0.030
metaresearch head score (Gemma)0.078
Version: metacan-v3-hybrid-931329e0061cValidation 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: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.078
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.007
Science and technology studies0.0050.007
Scholarly communication0.0070.014
Open science0.0010.006
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.295
GPT teacher head0.501
Teacher spread0.206 · 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 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
Published2025
Admission routes1
Has abstractyes

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