Philippe ALDRIN, Nicolas HUBÉ, Caroline OLLIVIER-YANIV et Jean-Michel UTARD (dir.) (2014), Les médiations de l’Europe politique
Bibliographic record
Abstract
Au moment de la crise grecque, symbolisée par le grexit, et de la montée de l’euroscepticisme, le présent ouvrage collectif vient à son heure. La victoire référendaire d’Alexis Tsipras (5 juillet 2015) est saluée sur le continent par l’extrême droite comme par l’extrême gauche. Cette montée du radicalisme est un défi lancé à l’Europe. Désormais, l’un de ses chantres siège au Conseil européen des chefs d’État et de gouvernement. D’autres peuvent suivre. La question de la légitimité politique ...
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.004 |
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".