In the eyes of all mankind: Interests and independence in Vattelian statehood
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
Emer de Vattel’s argument that states should be understood as free and independent bodies operating as moral persons in the international sphere is credited with launching a doctrine of sovereignty that hardened national borders against external interference or obligation. It also helped launch one of the world’s first modern states through its influence on the American founding. Vattel’s theory rests upon the critical role of judgment, specifically, the judgment of interests. That doctrine requires that states must always think for themselves, but not only about themselves. Offering some justification for international action, even in the midst of disagreement or war, is what separates civilized from villainous nations for Vattel, and this grounds interests in the communicative habits of an international community. Because the judgment of interests incorporates a communicative element, Vattelian internationalism cannot become exclusively self-regarding, and state interests cannot be entirely contained within national borders. Instead, Vattel’s distinctive combination of independence and interests is set within a global community that makes the fate of outsiders the business of every state.
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 | 0.002 | 0.001 |
| 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