Yvan Lamonde et Denis Saint-Jacques, 1937: un tournant culturel
Bibliographic record
Abstract
Un soleil nouveau se lève, depuis quelques années, sur une période historique québécoise communément appelée la Grande Noirceur .Si la construction de la mémoire tend à envelopper cette période d'une chape de plomb, aussi lourde qu'impénétrable, de plus en plus d'études démontrent au contraire que dès les années 1930, une volonté de présenter le monde autrement prenait son élan.En d'autres mots, ce qui a précédé la Révolution tranquille (1960)(1961)(1962)(1963)(1964)(1965)(1966) n'a rien à voir avec l'immobilisme d'une culture endormie, qui attend la diane de quelque héraut sauveur.Des livres majeurs comme 1937: un tournant culturel nous rappellent que là où on avait lu jusqu'à présent l'histoire d'un long fleuve tranquille, se cachaient déjà en fait les prémisses d'une révolution.Plusieurs textes importants composent ce collectif qui met au jour une période historique pleinement consciente d'appartenir à un monde en marche vers la modernité.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.010 | 0.006 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".