Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Nancy Huston, voluntarily exiled in France from her native Anglophone Canada, is constantly troubled by others’ perception of her displaced identity and her own presentation of her “real” identity. This article examines the way in which Huston situates herself within French culture and the French literary canon through the analysis of two of her nonfiction works, Lettres parisiennes: autopsie de l’exil (1986, in collaboration with Leïla Sebbar) and Nord perdu (1999). The analysis of the importance of childhood as key to Huston’s adult identity and the significance of the French language to her writing project and identity as a writer, is followed by the discussion of her right to claim belonging within the different aspects of her identity as French, Canadian, writer, and exile. The article concludes with a discussion of Huston’s notion of identity as constructed rather than inherent, the notion which lies at the root of her anxiety over the tension between imitation, and the authentic performance of identity
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it