Une étude de la littérature francophone de la Colombie-Britannique
Bibliographic record
Abstract
This thesis analyzes a body of British Columbia's literature written in French between 1980 and 2004. Chapter one analyzes the influence of modernity on this emerging literature, its themes and formal devices. Chapter two studies traits of marginalization. The sense of alienation common to the fictive characters is attributable, in part, to the modernity of the urban setting (Vancouver). Rehabilitation is more likely among protagonists who elect to leave the city, while those, who choose to remain, risk succumbing. Balance is found by embracing the destiny of the wanderer and conjuring memory of archetypes. Chapter three details the work of Marguerite Primeau and Monique Genuist, two major British Columbian French writers. In their novels and short stories, while nature is central to survival of the characters, wandering is both a source of emancipation and an homage to heterogeneity in the modem world.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.006 | 0.005 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.029 | 0.004 |
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".