Révision de l’indigénat des taxons de quatre flores couvrant le territoire du Bic et de la péninsule gaspésienne et de la flore exotique des montagnes Blanches du New Hampshire
Bibliographic record
Abstract
An atlas of naturalized exotic plants (NEP) was generated based on an exhaustive inventory of trails and service areas in Gaspésie National Park in 2021 and 2022. Colonies of 107 NEP taxa were recorded on the territory, and this richness was then compared with that of other protected areas in Québec and New Hampshire. Our comparative results suggest that colonization by exotic plants is a relatively recent phenomenon in the study area. NEP colony size and species richness are highest at low elevations where the main service areas of Gaspésie National Park are located. Eight exotic plant species are already reaching the alpine tundra, a number that could increase in the near future.
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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 | 0.002 | 0.009 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.016 | 0.007 |
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".