His Universities: To the Anniversary of Professor Alexander I. Kubyshkin
Bibliographic record
Abstract
Introduction. The article is about Professor A.I. Kubyshkin, who had devoted more than 25 years of his career to the Volgograd State University (VolSU). He taught at the Department of History, headed the Center for American Studies “Americana,” and from 1995 to 2008 headed the Department of Area Studies and International Relations at VolSU. Professor A.I. Kubyshkin is one of the founders of the series 4 “History. Area Studies. International Relations” of the Science Journal of Volgograd State University, and he is a member of the Editorial Board. Professor A.I. Kubyshkin is the author of 160 publications, 7 monographs, and 15 collective ones, and he has published in Russia, the USA, Great Britain, Canada, and France. Materials. The main materials for the article are memoir articles by Professor A.I. Kubyshkin and his colleagues about the development of American studies and research of the North American states in Russia and, in particular, at Volgograd State University, and publications by A.I. Kubyshkin about the U.S. higher education system and universities. Analysis. The article briefly describes the main stages of the teaching and research career of Alexander Ivanovich. Since 1978 and up to the present, Professor Kubyshkin has conducted his main educational and scholar activities at three Russian universities: Ivanovo State University, Volgograd State University, and St. Petersburg State University. At VolSU from 1982 to 2008, A.I. Kubyshkin headed the department and contributed to the development of the study of North American states. From 2008 to 2025, Alexander Ivanovich, working at St. Petersburg State University, has defined the field of his research interests, in addition to the history of Russian-American relations, as university studies and the particular study of universities in the USA and Canada as resource models of international educational space and modern innovations, which resulted in the monograph “Town and Gown. American University in the Structure of Civil Society.”
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.052 | 0.070 |
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".