Sous surveillance : possibilités et limites du régime de la preparedness. Le cas de la pandémie A (H1N1)
Bibliographic record
Abstract
La gestion de la pandémie de grippe A (H1N1) de 2009 a été la première occasion pour l’Organisation mondiale de la santé de mettre en œuvre le règlement sanitaire international révisé en 2005. En a résulté le déploiement des plans de réponse pandémique élaborés par les pays durant les années précédentes. Cette gouvernance de crise organisée sous le régime de la preparedness a suscité de vives critiques, portant essentiellement sur la disproportion entre le dispositif mis en œuvre et la réalité d’un virus peu virulent. L’importance des décalages entre le déroulé planifié de la réponse – à l’échelle globale comme à l’échelle nationale – et la réalité des obstacles rencontrés, a suscité de nombreux retours d’expérience qui amènent aujourd’hui les acteurs impliqués à faire évoluer les cadres de la planification pandémique.
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 | 0.025 | 0.049 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.005 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".