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
Le voyage est la mode. Sminaires, colloques et travaux universitaires font cho au succs en librairie des rcits et beaux livres sur le voyage 1 . Dans cette production, les femmes sont loin d'tre absentes ; la vie et les exploits des aventurires, des exploratrices, des pionnires en tout genre font dornavant l'objet de rcits qui peuvent faire rver les femmes comme les hommes dans notre re de mondialisation 2 . Sans remettre en cause l'intrt des approches centres sur les rcits de voyage et les premiers exploits, ce numro a t conu avec d'autres ambitions. En effet, les travaux sur le voyage ont longtemps t le domaine des littraires qui se sont attachs la nature et au statut des crits, aux dispositifs d'nonciation de l'entreprise viatique, aux effets initiatiques et identitaires de la rencontre avec l'Autre et l'Ailleurs 3 . Mais depuis une quinzaine
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 | 0.001 | 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) | 0.003 | 0.002 |
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