Bibliographic record
Abstract
Tout le monde a été surpris par la vitesse avec laquelle les événements politiques se sont déroulés, en décembre dernier. Bien malin celui qui aurait pu deviner, seulement une semaine avant que le premier ministre ne demande la prorogation du Parlement, qu’une coalition se serait formée entre le Parti libéral du Canada, avec à sa tête un Stéphane Dion rejeté par son propre parti, et le Nouveau Parti démocra- tique, qui continue de stagner dans les élections en recueillant moins de 20 pour cent des suf- frages exprimés. Et, au surplus, que cette coali- tion fasse alliance avec le Bloc Québécois pour renverser le gouvernement à l’aide d’un vote de non-confiance lors du jour de l’opposition. Pour tout dire, aujourd’hui encore le côté irréel de la chose n’est pas totalement disparu.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.039 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".