Dans la cuisine du partenariat. Retour sur les obstacles interculturels et institutionnels dans un projet de coopération universitaire franco-algérienne
Bibliographic record
Abstract
Cet article analyse de manière réflexive une expérience de coopération universitaire franco-algérienne et il examine l’impact sur le partenariat des tensions produites par la mise à l’épreuve du terrain. Emboîté dans de multiples dispositifs, l’objet de la coopération concentre un faisceau d’attentes, aussi diverses que contradictoires, susceptibles de créer des tensions dans des négociations qu’il faut en permanence reprendre. L’article montre que l’approche par la transaction sociale est pertinente pour analyser des processus partenariaux qui passent par de la coopération conflictuelle et des arrangements informels. Deux obstacles majeurs apparaissent : les cercles vicieux bureaucratiques et les malentendus interculturels. Des transactions implicites et tacites permettent de débloquer lentement la situation.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.009 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".