Le discours de la presse canadienne francophone devant l'epidemie de COVID-19 en Italie: formes et figures de solidarite
Bibliographic record
Abstract
Cette étude analyse le travail de construction par les médias canadiens francophones de l’épidémie de Covid-19 qui a touché le Bel Paese au mois de mars 2020. Si cet intérêt pour les affects des Canadiens envers l’Italie relève d’une logique socio-historique et d’un remarquable sentiment d’italianité caractérisant depuis toujours la population canadienne, le cas de l’épidémie de Covid-19 permet d’étudier l’évolution de la médiatisation des réactions ordinaires à cette tragédie, dessinant le portrait d’un «peuple-émotion» qui a su partager la terreur, l’inquiétude et le drame d’un pays qui a véritablement été dans le besoin.
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 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 | 0.009 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.005 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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; both teacher heads agree on what is shown here.
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".