The Port of Mars: The United States and the International Community
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 United States is at a critical crossroads in its foreign policy and its relationship to the international community. Indeed, the very existence of an international community, rooted in the authority of the United Nations and capable of enforcing its resolutions, is from Washington's contemporary perspective an issue of contention. The foreign policy of the administration of George W. Bush has demonstrated, both before and after the tragic events of 11 September 2001, a willingness to undertake major initiatives unilaterally when these are deemed to be in the vital interest of the United States specifically or of international order generally. In light of the inability of the United Nations to exercise collective will in the effort to disarm the aggressive regime of Saddam Hussein in Iraq, 1991-2003, Washington's determination to act alone or in coalitions-of-the-willing to secure international order is a welcome alternative to the international community as it is presently constituted.
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 | 0.017 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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