North-eastern Russia and the Golden Horde (1246–1359)
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 two institutions, the Riurikid dynasty and the Orthodox Church that had given identity and cohesion to Kievan Rus', continued to dominate north-eastern Russia politically and ecclesiastically. Over the next century dynastic, political relations within north-eastern Russia altered under the Golden Horde suzerainty impact. The lingering bonds connecting north-eastern Russia with Kiev and the south-western principalities loosened in the decades after the Mongol onslaught. North-eastern Russia separated from the south-western principalities of Kievan Rus' while the principality of Vladimir-Suzdal' fragmented into smaller principalities. The demographic shift, prompted by the devastation caused by Mongol attacks, stimulated economic growth. During the last quarter of the century the next generation of princes in north-eastern Russia appears to have taken advantage of political conditions within the Golden Horde to serve their own ambitions and challenge the inherited dynastic traditions. By the end of the reign of Grand Prince Ivan I Kalita the territorial orientation of the princes of Vladimir had been substantially altered.
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 | 0.000 | 0.000 |
| 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 | 0.000 | 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