Découverte de la libellule pachydiplax au Québec durant l’inventaire de l’odonatofaune du ruisseau Castagne en Montérégie
Bibliographic record
Abstract
À l’occasion d’un inventaire de l’odonatofaune réalisé en 2011 dans le haut-bassin du ruisseau Castagne, à Saint-Joachim-de-Shefford, en Montérégie, une 140e espèce de libellule est signalée au Québec : le pachydiplax (Pachydiplax longipennis). Les observations sur son habitat et le comportement territorial du mâle sont détaillés. L’inventaire d’habitats aquatiques, riverains et tourbeux rapporte une diversité étonnante de 52 espèces, ainsi que de nouvelles données sur la répartition et la période de vol de certaines de ces espèces, dont une dizaine sont considérées peu communes ou rares dans le bassin versant de la Yamaska. Riche par sa biodiversité, ce site naturel exceptionnel, encore épargné par le développement humain, devrait faire partie des priorités régionales de conservation.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| 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) | 0.002 | 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".