In the eyes of all mankind: Interests and independence in Vattelian statehood
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.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.030 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".