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Record W7113001825

The Role of Diplomacy on the Future International Order for Space Research and Exploration

2024· other· en· W7113001825 on OpenAlexaboutno aff

Bibliographic record

VenueDigiNole (Florida State University) · 2024
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsDiplomacySpace (punctuation)Agency (philosophy)Space policyGeopoliticsSpace researchSpace ScienceSpace exploration
DOInot available

Abstract

fetched live from OpenAlex

Amid a booming space economy, changing science policy, and an increasing number of countries with launch capabilities, space diplomacy has emerged as a crucial topic in international relations. This thesis explores space diplomacy and international collaboration through the lens of extremely complex scientific missions and how they are realized in practice. Through a case study of the James Webb Space Telescope (JWST), this work analyzes distinct components that enabled cooperation between key stakeholders: the National Aeronautics and Space Administration (NASA), the European Space Agency (ESA), the Canadian Space Agency (CSA), participating governments, private industry, the scientific community, and the public. This recently launched telescope (December 2021) allows for innovative approaches to understanding contemporary space policy: key insights were gained through biographical oral history interviews—conducted by the author for this work—with senior scientists who shaped the Webb Telescope and those involved in space policy, greatly expanding (limited) published records and available archival materials. Among the main questions addressed by this thesis: What does it take to develop and give coherence to multi-state Big Science programs in space? What was the impact of diplomacy and international partnerships on the planning, development, and current operation of JWST? The history of international cooperation in space science, the universalism of science, funding mechanisms, the role of the scientist, technological developments, and public opinion: all are analyzed here. Lastly, this thesis speculates about the future of space diplomacy and international collaboration given the current geopolitical landscape.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.588
Threshold uncertainty score0.688

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 science0.0010.000
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 head0.030
GPT teacher head0.283
Teacher spread0.254 · 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 designNot applicable
Domainnot available
GenreOther

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

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