Direction to Advance Methodologies for Future Space Domain Defense Strategy Development: A Focus on Modeling and Simulation Applications
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
The Schriever Wargame (SW) is the United States Space Force's (USSF) Title-10 operational Wargame series.SW23 focused on critical aspects of the space and cyber domain across the spectrum of conflict while engaging our partners at the operational and strategic levels, leading to key outcomes focused on strengthening national and multinational priorities.The wargame challenged participants from eight nations to coordinate space systems, cyber capabilities, and doctrinal concepts to achieve objectives and maintain a peaceful space domain.Concurrently, the USSF Chief of Space Operations (CSO) led a Coalition Council of senior multinational civil and military leaders to discuss space-related policy and operational topics in a riskfree, non-attributional environment.Approximately 350 military, civilian, and commercial experts from more than 25 commands and agencies throughout the U.S. Government, as well as international partners from Australia, Canada, France,
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 | 0.001 | 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) | 0.000 | 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