I.M. Kamov - an Enthusiast and an Eminent Personality of Practice-Oriented Education in Irkutsk
Bibliographic record
Abstract
The article reconstructs the unknown life and activity facts about Ilya M. Kamov (1873–1942) an eminent personality of practice-oriented education in Irkutsk in the first quarter of the 20th century. The authors focus their attention on the “works and days” of the teacher dedicated to Irkutsk Industrial College and also to the City’s Commercial College and Irkutsk Industrial and Economic Institute founded on the basis of the latter, where he was Director. On the pages of this article, we can see the eminent figure of a real enthusiast oriented at practical professional education. The content of the article is beyond the scope of the historical storyline reconstructed in it. The historical events of secondary and higher professional school are considered in the wider context of the period of the so called “pragmatic” turn in pre- and post-revolutionary Russian education, which meant submission of the country’s educational policy to the needs of modernization and, namely, of industrialization. Even the professional activity of the main character of the article reflects the clear line of institutional thinking of practice-oriented education development of that period from technical education to commercial one with their subsequent amalgamation in the framework of industrial and economic education, on the one hand, and from secondary professional to higher education, on the other hand.
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.
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 | 0.003 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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".