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
Count and later Prince Wenzel Anton von Kaunitz‐Rietberg (1711–94) was foreign minister of the Habsburg monarchy from 1753 to 1792. Under the impact of the Prussian invasion of Silesia, he reoriented Austrian foreign policy from focus on peripheral rivals such as France, Spain, or the Ottoman Empire to primary focus on the rivalry with Prussia within the Holy Roman Empire. He was the key figure in the realignment of alliances known as the Diplomatic Revolution and was functional prime minister of the monarchy during the Seven Years' War. He continued to regard Prussia as Austria's main enemy for the subsequent thirty years, but also became increasingly unsettled by the growing power of Russia during this period. He resigned in 1792 in opposition to an alliance with Prussia and the second partition of Poland.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.006 |
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