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
Une progressive naturalisation et standardisation se profile au sein des «zones grises» de l'interventionnisme contemporain. En effet, la presence civile et militaire de la communaute internationale au sein des territoires de l'action humanitaire connote une importante imbrication militaro-humanitaire. Il devient alors imperatif de construire une ethnographie critique de ce type d'intervention permettant de rendre compte de l'emergence d'un pouvoir qui evacue toutes formes de resistance locales. En prenant comme exemple le role joue par la communaute internationale deterritorialisee et homogene dans les Balkans post-communistes, plus specifiquement au Kosovo et en Albanie, il s'agira ici d'affirmer la legitimite d'un tel objet pour la recherche anthropologique contemporaine. Ce qui nous permettra ainsi de revisiter le lien entre les spheres politiques et humanitaires.
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 | 0.002 | 0.008 |
| 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 | 0.001 |
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