The Limits of Compensation: Swiss Neutrality Policy in the Cold War
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
Switzerland was in a unique place among European countries after World War II. Although situated in the center of Europe, it had not been attacked by Nazi Germany and therefore emerged from the war with a strong economy, stable political institutions, and social cohesion. The experience of World War II forged a collective identity different from that in other continental states. The Swiss had a deep emotional commitment to neutrality and a conviction that autonomous defense would continue to be an effective security strategy after 1945. The Swiss government acknowledged the need for, and indeed was supportive of, the new United Nations collective security system. The Swiss were well aware of the benefits of Western collective defense and European integration as the Cold War divide came about. But Switzerland was willing to associate with these new multilateral governance structures only to the extent that they did not negatively affect neutrality or, in the case of European integration, Swiss economic interests.
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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 | 0.004 | 0.002 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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