J.R. Léveillé, 45th Annual ODU Literary Festival
Bibliographic record
Abstract
J. R. Léveillé is a renowned figure in Franco-Manitoban and francophone literature. He is the author of over thirty interdisciplinary works of poetry, fiction, television documentaries and theater. He is included in many anthologies and his work is studied in many Canadian schools. His 2001 novel, The Setting Lake Sun (Le soleil du lac qui se couche) won the Prix Rue-Deschambault prize in 2002 and was selected for the 2020 edition of Le Combat des Livres. Some of his recent works include New York Trip (2003); Pierre Lardon (2011); Poème, Pierre, Prière (Poeme, Rock, Prayer, 2011); L'Invocation de Rutebeuf et the Villion (2012); Ganiishomong, ou l'extase du temps (2020) and Ex-Nihilo in 2021 with E.D. Blodgett. He was awarded the Manitoba Arts Council's Award of Distinction in 2012.
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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 | 0.013 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.054 | 0.011 |
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".