From a “false prophet” to an Italian monk: Sheikh Mansur in Russian historiography of the 19<sup>th</sup> – early 20<sup>th</sup> century
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 deals with the historiography of the 18 th century (the last quarter) anti-Russian movement in the North Caucasus. The author analyzes the research methods and twritten sources, historians used to form their conclusions. In the study of the Sheikh Mansour activities, one has four basic chronological periods which reveal predominant attention to a certain group of historical sources. First, come the contemporary memoirs about Sheikh Mansur. The next group form the results obtained by the Russian military who sought to achieve various practical goals. The historians of the Imperial period were interested in the details and chronology of the uprising. Separately the author of the article treats the hitherto unknown archival records and data.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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