Margarita Alfaro, Vassiliki Lalagianni, Ourania Polycandrioti (dir.), Voyage et idéologie. Les politiques de la mobilité (Orient, Afrique, Asie, xxe siècle)
Bibliographic record
Abstract
L'introduction gnrale prcise bien les contenus venir : Il s'agira de vrifier comment sous la pression des vnements historiques et politiques d'un sicle particulirement mouvement et sous l'influence de multiples discours idologiques, les thmatiques, les formes et les critres esthtiques dterminant l'criture du voyage, ont chang 1 . 2 Le volume envisage l'inscription (et parfois la mise distance) du discours idologique au sein de diffrents genres (reportages, enqutes, romans, pomes, rcits de voyage classiques) et modes 2 . Il regroupe dix-neuf tudes, portant sur des crivains franais (Louis Bertrand,
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.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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; a candidate call from one teacher head, 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".