Les Turcs turcophones de France: langues, identités et enjeux culturels
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
Dans le cadre du projet Reprsentations des langues et des identits en Mditerrane en contexte plurilingue (EA 739 Dipralang), nous avons interrog les reprsentations sociolinguistiques de la communaut turque du sud de la France (travailleurs et tudiants), communaut qui continue de pratiquer sa langue maternelle en contexte migratoire. Nous avons plus particulirement cherch cerner le rapport la langue maternelle minore (le turc) et celui la langue dominante du pays d'accueil (le franais) pour mettre en lumire les liens entre l'attachement la langue/aux langues et le sentiment d'appartenance au(x) groupe(s). Afin de mieux comprendre la construction des altrits culturelles, nous avons galement tent d'identifier les implications que les reprsentations sociolinguistiques peuvent avoir sur les plans linguistique et identitaire.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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 it