Bibliographic record
Abstract
Depuis le tournant du présent siècle, le majestueux papillon cécropia (Hyalophora cecropia) a étendu progressivement son aire de répartition au Québec dans la zone tempérée mixte et dans le domaine bioclimatique de la sapinière à bouleau blanc en zone boréale. Vers 2006-2007, cette saturnie aurait simultanément atteint les basses terres de la Haute-Côte-Nord, du Lac-Saint-Jean et d’Amos en Abitibi. Les signalements par le public du papillon et de la chenille au Saguenay–Lac-Saint-Jean ont été nettement plus fréquents en 2011 ; une centaine de cocons ont été trouvés tout autour du lac Saint-Jean dans des lisières arbustives en milieu rudéral, agricole, riverain et résidentiel, principalement sur le cerisier (Prunus spp.), le saule (Salix spp.), l’aulne (Alnus rugosa) et le cornouiller (Cornus stolonifera). La diminution du couvert de conifères au profit de jeunes peuplements mixtes et feuillus et la clémence de certains hivers au cours des années 2000 auraient occasionné cette expansion de l’espèce au nord du 47e parallèle.
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 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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".