Нижегородский служилый «Город» в последней четверти XVII века: провинциальная корпорация на фоне общероссийских реформ
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 article for the first time considers the features of reforming Nizhny Novgorod service corporation in the last quarter of the XVII century. The complex of archival sources on this subject is introduced into scientific circulation, basing on them the process of the transition of provincial nobility from centurion service to service in the regiments of the new system is studied. The author comes to the conclusion about the existed interaction of the forms and traditions of centurion service and the principles of the new system regiments formation.
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 | 0.013 | 0.007 |
| Meta-epidemiology (narrow) | 0.011 | 0.011 |
| Meta-epidemiology (broad) | 0.011 | 0.007 |
| Bibliometrics | 0.004 | 0.014 |
| Science and technology studies | 0.010 | 0.010 |
| Scholarly communication | 0.005 | 0.006 |
| Open science | 0.014 | 0.007 |
| Research integrity | 0.006 | 0.011 |
| Insufficient payload (model declined to judge) | 0.014 | 0.039 |
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