Antoine-Aimé Dorion et le déclin du libéralisme républicain et émancipateur
Bibliographic record
Abstract
Figure de l’ombre de la politique bas-canadienne du xixe siècle, Antoine-Aimé Dorion (1818-1891) est le maillon méconnu de la filiation libérale républicaine et démocrate, successeur de Louis-Joseph Papineau après son retrait de la vie publique en 1854. Principal tenant du projet d’émancipation de Papineau, des patriotes et de l’Institut canadien de Montréal et ouvrant la voie au radical puis modéré Wilfrid Laurier, Dorion est un libéral républicain qui, les mains liées, traverse l’Union de 1840 à 1867 face aux triomphants La Fontaine et Cartier. Ne déviant pas de ses choix de démocrate, il s’oppose farouchement au projet de Confédération de 1867, mais finit par s’y rallier. L’objet principal de cet ouvrage est de comprendre pourquoi et comment ces libéraux républicains, démocrates et tenants de l’émancipation , comme Dorion, doivent plier devant la Confédération de 1867.
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 | 0.004 | 0.005 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 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".