Генерального штаба генерал-майор М. Е. Солнышкин: от храбого Терского казака и «Мятежника-корниловца» к добросовестному служаке в провинциальных штабах Красной армии. 1914-1924 гг.
Bibliographic record
Abstract
Generation of Russian citizens, to whom happened to live in the first quarter of the last century, had a chance to experience the serious social upheaval from World War I to crush all the old European order to the deep inner “Troubles”, poured out in a fratricidal Civil War (1917-1920). People just worn on the shoulders of officers’ epaulettes, had to contemplate not only the whole social cataclysm, but also actively participate in it. Our article is devoted to a biography of the Terek Cossack Mikhail Efimovich Solnyshkina. The record of M. Solnyshkina for 1914-1924 years safely aligned heroism during World War (1914-1917), service in the Russian “revolutionary” Army (February October 1917), participated in the “Kornilov`s affair” in Summer 1917, participate in the “anti-Soviet” mutiny Cossack Ataman P. Krasnov in October 1917. Both of these “initiatives” have ended in complete failure. M. E. Solnyshkin did not shoot as the General Staff Lieutenant-General A. M. Crymov and not been briefly detained like Don Ataman P. N. Krasnov. In contrast, less than six months, counting from December 17, 1917, when our “genshtabist” is becoming available to the commander of the Caucasian Front, Solnyshkin was on service in the “provincial” military districts of the Red Army. And he served there “faithfully”, as well as on the “red” Southern front and in various military schools of the Red Army in the first half of the 1920s.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".