Fractured Bodies and Diseased Societies: Medicalizing Quebec in <i>Cité libre</i>
Bibliographic record
Abstract
This essay seeks to rationalize and explain the evolution of medical rhetoric in Cité libre by looking at trends in the journal's use of tropes of illness and disease. Through a combination of broad content analysis and close readings, it contrasts how individual metaphors create the impression of a sickening nation and the manner in which these metaphors collectively, albeit paradoxically, act as a national allegory of cure for mid-twentieth-century Quebec's social ills in general, and specifically for its pathological inferiority complex. By examining how the journal uses medical metaphors and specifically how the writers employed the trope of the body politic to illustrate Quebec's national failings, the essay demonstrates how Quebec challenges the rhetorical stability of the age-old metaphor as it attempts to solve, but also creates, problems within Quebec's articulation of its own nationhood.
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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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.030 | 0.024 |
| Scholarly communication | 0.015 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.004 | 0.004 |
| 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".