Les " caractères " nationaux dans un manuel de géographie des années 1930
Bibliographic record
Abstract
Peu d'écoliers canadiens-français du Québec ont échappé entre 1920 et 1960 aux manuels de géographie des Frères Maristes. Ces ouvrages sont même passés dans la littérature de souvenir avec leurs cartes et leurs illustrations aux couleurs vives et leurs formules du type : « Montréal, la ville aux cent clochers ». Tout en fournissant une information abondante et constamment mise à jour dans une présentation agréable, les manuels de la collection des Frères Maristes restent proches de la nomenclature dans le style des manuels de l'époque. On y trouve un autre caractère qui ne laisse pas de surprendre le lecteur d'aujourd'hui : l'abondance des jugements de valeurs et des stéréotypes nationaux. L'étude de ces passages nous apparaît des plus révélatrices d'une vision très caractérisée du monde qu'on vise à inculquer à la jeunesse du temps.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.009 | 0.012 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 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".