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 sa trilogie sur la Mediterranee, Hedi Bouraoui condamne la mondialisation en tant que nouvel ordre global soumettant les peuples a une hegemonie politique, economique et militaire impitoyable. Bouraoui lui oppose une nouvelle vision optimiste: adopter l’unite dans la diversite, negocier dans la richesse de chaque culture, reapprendre a exprimer autrement le moi et le monde et proposer un modele unificateur des cultures. En analysant la trilogie, cet article mettra en exergue le combat que Bouraoui mene contre la mondialisation, jettera la lumiere sur le rapport de reciprocite entre le moi et l'autre qui fait vibrer son transculturalisme et terminera par expliquer comment, contrairement a l'ideologie de ghettoisation que la mondialisation promeut, la decouverte de l’autre et de la difference, selon Bouraoui, entraine la prise de conscience de cette etrangete propre a tout homme et l’approche de l’autre n’est qu’une forme particuliere de migrance.
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 | 0.000 | 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) | 0.000 | 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 it