Bibliographic record
Abstract
One of the invasive species which is currently naturalized in the Altai Region is Russian olive of the genus Elaeagnus. The results of its invasive distribution have been a research subject in many countries in the recent 20 years. The investigation of flood-plain vegetation of the Milk River (North Montana, the USA-Canada border) revealed that having appeared in the river valley, Russian olive occupied the native species’ habitats very quickly and formed monocenosis. The research purpose involves the examination of vegetation transformation in the Altai Region consisting in new plant communities appearance as a result of anthropogenic influence. The research objective is the study of Russian olive communities as a new element of vegetation in the Kulundinskaya steppe. The analysis of literature data has shown that the history of the genus Elaeagnus species’ invasion in the Altai Region dates back to the 1920s. Field studies of 2012 show that Russian olive communities became an environment component in the steppe area of the Region. Six associations with Elaeagnus angustifolia L. have been described; in five of them the genus Elaeagnus dominates. The occurrence of Elaeagnus angustifolia increases in the Kulundinskaya steppe from east to west. This species is a drought-resistant glycohalophyte, and having a high osmotic pressure due to soluble sugars in cells it is able to adapt to arid and saline soils. A further investigation of the genus Elaeagnus species’ naturalizing is required to monitor the consequences of its distribution.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.020 | 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; both teacher heads agree on what is shown here.
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".