REVIEW: Brun-Trigaud, Guylaine; Le Berre, Yves; Le Dû, Jean (2008): Lectures de l’Atlas linguistique de la France de Gilliéron et Edmont. Du temps à l’espace, Brest: CTHS.
Bibliographic record
Abstract
L'Atlas linguistique de la France de Gilliron et Edmont (ALF) est une source autant prcieuse que difficile interprter du franais vernaculaire rural du XIX sicle.Les Lectures de l'Atlas linguistique de la France de Gilliron et Edmont (Brun-Trigaud et al. 2005) reprsentent une interprtation originale de cette immense base de donnes linguistiques receuillie par Edmont travers la France romane et des territoires limitrophes (Belgique, Suisse, Italie) et, par la suite, transmise par Gilliron dans l'ouvrage magistral qu'on connat.L'intrt primordial des Lectures rside dans une approche cartographique interprtative applique pour le traitemenet d'un tas de donnes descriptives prsentes dans l'ALF.La lecture interpretative des cartes de Gilliron et Edmont a t auparavant
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How this classification was reachedexpand
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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; both teacher heads agree on what is shown here.
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".