To Rule the Cosmic Waves: Maritime School of Thought and Space Strategy
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A wide range of states support national space agencies. The United States, United Kingdom, Canada, Japan, France, and Australia are developing, or have developed, distinct space divisions within their military. The world is increasingly reliant on the sea for trade and prosperity, but the future will likely shift focus to space with an increasing dependence on space-based technology for a wide range of functions on Earth. Space requires a tailored strategy for states wishing to maintain security beyond the atmosphere and in its links to Earth. The maritime school of thought offers valuable insights for such a strategy. Sea control and denial are important tenets of maritime strategy and are important in space. States wishing to freely navigate, trade, and project power require control over space and the lines of communication upon common routes and orbital domains. Denial of access to key infrastructure, disabling space assets, and interfering with information exchange are an important feature of strategy. Control and denial can be accomplished with a focus on strategic geography around launch sites, and access to orbital domains and lines of communication.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it