“A Brothers feelings”: \nEpistolary Emotions in a Time of Political Crisis, Georgeville, Lower Canada, 1838−1839
Bibliographic record
Abstract
Recently discovered correspondence between two brothers in Georgeville, Lower Canada, reveals at an intimately personal level how the Rebellions of 1837–1838 had a ripple effect within the English-speaking borderland region, forcing one of the brothers into temporary exile. The correspondence that ensued also illustrates the tensions that could develop between male members of tightly knit families in the pre-industrial era, and how the expression of emotions was influenced by education and class affiliation. Abstract: Une correspondance entre deux frères de Georgeville, au Bas-Canada, a été récemment découverte. Elle révèle à un niveau personnel, intime, à quel point les rébellions de 1837 et 1838 ont provoqué une onde de choc sur la région frontalière anglophone, contraignant l'un des frères à l'exil pour un temps. La correspondance qui s'ensuivit illustre les tensions qui ont pu naître entre les membres masculins des familles « tricotées serré » de l'ère préindustrielle, et la façon dont l'expression des émotions était influencée par l'éducation et l'appartenance de classe.
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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 | 0.001 |
| Science and technology studies | 0.022 | 0.012 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".