L'environnement des éricacées des forêts de l'est du Québec
Bibliographic record
Abstract
L’objectif principal de l’inventaire ecologique realise est la caracterisation des sites avec presence d’ericacees : Rhododendron groenlandicum, Vaccinium sp. et Kalmia angustifolia, des forets de la Cote-Nord, ainsi que de comprendre davantage leurs exigences ecologiques. Quatre-vingt-dix-sept sites ont ete etudies au nord de Baie-Comeau, tous provenant de pessieres noires a mousses (Picea mariana) vierges. Le Rhododendron est l’espece ericacee dont le recouvrement moyen du parterre forestier est le plus important suivi par les Vaccinium et le Kalmia. Leur presence a ete associee aux pessieres noires ouvertes et aux sols acides, de textures grossieres et pauvres en elements nutritifs. Leur recouvrement diminuait avec la dominance des sapins (Abies balsamea). Quatre associations vegetales ont ete identifiees. L’une d’elles regroupait les trois especes d’ericacees et trois especes de Cladina. Les resultats de cette recherche pourront aider a classifier les sites selon leur niveau de vulnerabilite a l’envahissement par les plantes ericacees apres coupe forestiere.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".