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Record W7009352866

The Dutch denuclearization process after the Cold War.

2020· dissertation· en· W7009352866 on OpenAlexaboutno aff

Bibliographic record

VenueLeiden Repository (Leiden University) · 2020
Typedissertation
Languageen
FieldSocial Sciences
TopicNuclear Issues and Defense
Canadian institutionsnot available
Fundersnot available
KeywordsCold warNuclear weaponAllianceEuropean unionSoviet unionSecuritizationInternational securityDeterrence theory
DOInot available

Abstract

fetched live from OpenAlex

When NATO was established the world was in a different place. The world had seen the use of nuclear weapons in Japan for the first time and was confronted with the devastating consequences of these weapons. NATO was established as an Alliance between the United States, Canada, and European countries. Meanwhile, the Cold War had started between the United States on one side and the Soviet Union on the other side. To ensure the safety of the European counterparts, NATO decided to establish the nuclear sharing arrangement that would provide certain countries in Europe with nuclear weapons. The Netherlands is one of these countries. This was in the Netherlands’ own security interests, which are heavily influenced by NATO’s security policies. After the end of the Cold War, there was no direct threat and therefore, no direct need to keep these nuclear weapons. However, the Netherlands has been unable to denuclearize. It will use securitization theory as a theoretical framework to try to understand the denuclearization process. This thesis will analyze the denuclearization debate in the Netherlands and what role nuclear weapons play in Dutch security policy.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.825
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
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 head0.007
GPT teacher head0.231
Teacher spread0.224 · 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.

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

Citations0
Published2020
Admission routes1
Has abstractyes

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