Kazakhstan ornithology in the 20th and the first quarter of the 21st centuries
Bibliographic record
Abstract
The review is devoted to the development of ornithological science in the territory of present-day Kazakhstan over the last century, namely, from the expeditionary survey of the territory in the first third of the 20th century to systematic scientific research that began after 1932 with the formation of the primary academic center in Kazakhstan (later turned into the National Academy of Sciences). The history of the creation and development of the ornithological school in Kazakhstan («the School of Dolgushin»), the compilation and publication of the 5-volume ornithological summary “Birds of Kazakhstan” (1960–1974) and the subsequent formation of the main directions of ornithological research, faunistic, migratory, autecological, and environmental (foundation of protected areas, conservation of rare and endangered species, publication of Red Data books), are considered. The appearance and development of amateur ornithology and another social aspect of ornithology – the popularization of science and the objects of its study with the promotion of the protection of these objects at the boundary of the 20th and 21st centuries – are described. As weaknesses of ornithological science in Kazakhstan, there is a lack of knowledge on the study of bird communities, including their cartography; poor knowledge of the nutrition and winter ecology of birds; the lack of a general analysis of changes in landscapes of an anthropogenic nature in the second half of the 20th century and the impact of these changes on the composition of the avifauna, the number and distribution of individual bird species. Attention is drawn to the problems with the training of ornithological personnel in connection with the liquidation of the departments of zoology in the universities of the country.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".