Naturalization of invasive Elodea canadensis Michx. in waters of the Republic of Bashkortostan
Bibliographic record
Abstract
The data on the distribution of Canadian pondweed ( Elodea canadensis ), an invasive aquatic plant native to North America, in the Republic of Bashkortostan are presented. This species has widely expanded in Bashkortostan and poses a threat to the Southern Ural ecosystems. Canadian pondweed is naturalized in waters of this region and occurs in various aquatic vegetation types; it often replaces native species and forms monodominant communities of the Elodeetum canadensis association. The species is present in many other aquatic communities, including 32 associations and six unions of the Lemnetea and Potametea classes of aquatic vegetation. A map of the secondary range of Elodea canadensis on the territory of Bashkortostan is charted.
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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 | 0.001 |
| 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) | 0.000 | 0.000 |
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 teacher head, 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".