Jacinthe Martel, Monique Bertrand, Monique Jean, A1.1 La bibliothèque de Réjean Ducharme. Inventaire descriptif, avec la collaboration de Christine Boudreau, Montréal, Éditions Nota bene, 2020, 306 p.
Bibliographic record
Abstract
Après l’étape capitale qu’a constituée en 2001 la publication de l’ouvrage collectif Bibliothèques d’écrivains sous la direction de Paolo D’Iorio et Daniel Ferrer, l’attention portée aux livres et aux lectures dans la fabrique d’une œuvre a connu un essor remarquable depuis quelques années. Un séminaire de recherche sur le sujet a été organisé en 2013-2014 à l’université de Cergy-Pontoise, donnant lieu en 2018 à une publication importante, l’ouvrage collectif Bibliothèques d’écrivains. Lectur...
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.026 | 0.013 |
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".