Virginie Beauregard D., 46th Annual ODU Literary Festival
Bibliographic record
Abstract
Virginie Beauregard D. is the author of three acclaimed books of poetry: Les heures se trompent de but (The hours miss their mark) in 2010; in 2014 she published D’une main sauvage (From a Savage Hand) which was a finalist for the Emile Nelligan Prize in 2015 and a winner of the Jean Lafrenière Prize at the International Poetry Festival of Trois-Rivières in 2016. Les derniers coureurs (The Last Runners) in 2018 and was a finalist for the prestigious Prix des Libraires in 2019. All three volumes were published by Les Editions de l’Ecrou. In 2019, she published a children’s book, Perruche (Parakeet) at La Courte Echelle. She is very active in the contemporary Quebecois poetry world and one of her earliest poems, “Vous êtes tous des petits garçons qui rêvez de lilas en fleurs” (“You are all little boys who dream of flowery lilacs”) was performed by the theater company Thêatre de Quatre Sous in Montreal in 2009.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.089 | 0.017 |
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".