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Record W6989826234

A Certain Idea of Space: How Leaders Shape Military Space Posture in Europe

2023· dissertation· en· W6989826234 on OpenAlexfundno aff

Bibliographic record

VenueResearchWorks at the University of Washington (University of Washington) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicMilitary History and Strategy
Canadian institutionsnot available
FundersBundesministerium für Wissenschaft und ForschungU.S. ArmyBundesministerium für Forschung und TechnologieEgg Farmers of Canada
KeywordsSpace (punctuation)Government (linguistics)Work (physics)Perspective (graphical)Field (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

Why do regional powers facing similar external constraints adopt different approaches to the military uses of space? The history of Western European space actors, from the Cold War through the present, demonstrates variation in how states and their leaders perceive the space domain and its utility for military purposes, national security, and political ends. We can expect these states to adopt similar capabilities in a tenuous regional security environment and common alliance context. However, Western European states differed in their views on space and the degree of autonomy from the United States they sought, including in terms of military space capabilities. This dissertation investigates the development of military space posture in Western Europe from the Cold War to 2000. I focus on France, Germany, and the United Kingdom because they are Europe's most powerful political, economic, and military actors and faced similar external constraints during the Cold War. I argue national leaders and heads of government refract inputs from the international system through their unique strategic outlooks to produce distinct military space posture outcomes. Domestic factors, including budget constraints and industry incentives, further shape national leaders' decisions about military space posture and affect the state's ability to implement military space programs in response to systemic shifts. Using qualitative analysis, archival documents, interviews, and process tracing, I assess my hypotheses through detailed historical case studies on the development of military space posture outcomes in France, Germany, and the United Kingdom. Understanding how leaders shape military space posture adds value to current debates about space security in the New Space Age and heightened great power competition. Additionally, this dissertation makes a modest contribution to the history of military space programs in Europe.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.007
Scholarly communication0.0060.003
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.032
GPT teacher head0.266
Teacher spread0.234 · 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 designQualitative
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
Published2023
Admission routes1
Has abstractyes

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