Les impressions d’un futur Premier ministre belge au Canada
Bibliographic record
Abstract
Hubert Pierlot (1883-1963) a été Premier ministre de Belgique entre 1939 et 1945. En 1910, le Congrès eucharistique international qui se tient à Montréal lui offre l’occasion de traverser l’Atlantique. Le jeune homme, déjà intéressé par laRes Publica, découvre lors de son voyage les Canadiens français dont il va aussitôt célébrer, la double identité : la patrie et la foi. Le Canada français représente alors pour lui un véritable modèle « moral », sinon un espoir car il a la possibilité de rejoindre la Belgique sur la voie de l’industrialisation sans renier son passé et ses traditions, conjuguant les innovations techniques et le respect dû aux choses de l’esprit, qu’elles soient religieuses ou aristocratiques. C’est pourtant lors d’un voyage de chasse au Lac-Saint-Jean qu’il pensera avoir touché au plus près de la vie authentique des habitants. Au moment de son entrée dans la carrière politique, en 1925, Pierlot n’aura pas oublié les leçons tirées de son périple transatlantique.
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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 | 0.001 | 0.002 |
| Science and technology studies | 0.013 | 0.005 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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".