Trudeau de Pierre à Justin. Portrait de famille de l'idéologie du Parti libéral du Canada
Bibliographic record
Abstract
Dans les jours qui ont suivi la victoire liberale du 19 octobre 2015, une sorte d'euphorie mediatique balayait le Canada. Les resultats apparaissaient aux yeux de plusieurs observateurs comme un nouveau depart apres une (trop) longue parenthese conservatrice. Au-dela des slogans maintes fois repetes, il est necessaire de s'interroger plus serieusement sur les actions du gouvernement liberal a l'aune de trois annees de gouvernance et de se demander dans quelle mesure les grandes attentes suscitees par l'election du gouvernement liberal en octobre 2015 ont porte leurs fruits ou non. Les «?voies ensoleillees?», autre slogan liberal, ont-elles ete aussi illuminees que les liberaux le promettaient apres leur victoire?? Extrait de la postface de l'auteur
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 teacher head, 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".