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
L EST DES OPPOSITIONS qui ont fait flors tant chez les lettrs que dans les savoirs populaires, entre l'Occident et l'Orient, l'Europe et l'Asie ou l'Afrique, l'Ouest et l'Est ou le Reste , le Nord et le Sud (pour ne plus dire le Tiers-Monde). Or tout ce que l'on sait aujourd'hui, grce aux archologues, aux historiens et depuis peu aux anthropologues, interdit de croire l'existence dans le pass de tels ensembles culturels censs avoir camp face face sans s'tre jamais mlangs, la faon des les d'un archipel. Non seulement la frontire entre l'Occident et le reste du monde s'est continuellement dplace mais les reprsentations et les discours sur ce que ces appellations recouvraient ont profondment vari d'un pays l'autre, d'une socit l'autre, en fonction des appartenances rgionales ou nationales, sociales et culturelles, au gr des points de vue adopts 1 .
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.126 | 0.005 |
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