Bibliographic record
Abstract
Madeleine Doyon a été associée aux Archives de folklore de l’Université Laval dès leur création en 1944. Pendant plus de 30 ans, elle a mené une carrière d’enseignante et de chercheure au sein du groupe constitué par Luc Lacourcière. Elle fut aussi secrétaire en titre des Archives de folklore de 1945 à 1955. Madeleine Doyon voulait tout saisir de la culture traditionnelle, qu’elle concevait au sens large : depuis les us, coutumes et pratiques, le costume, les jeux et les divertissements, jusqu’aux arts populaires. Son enseignement l’a amenée à développer des outils et des méthodes, pour le travail de terrain en particulier. L’oeuvre de Madeleine Doyon est teintée d’éclectisme et de perfectionnisme. Elle s’avère polyvalente avant l’heure, intéressée par les langues et la littérature, les arts et l’histoire.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".