Bibliographic record
Abstract
au-dehorsPerformer le souverain et l'tranger la frontire du Qubec L'extrieur nomme un lieu qu'on ne peut nommer qu'en le quittant.Quand on prononce le mot intrieur, il rsonne.Ce rsonnement vrifie la pice dans laquelle on se trouve.Puis, le mot revient au locuteur sous forme d'cho, cho portant en lui une vrit performative.Pour l'extrieur, l'au-dehors, c'est tout autre chose.Quand on prononce le mot extrieur, il se perd souvent dans le vide, ou finit par se transformer autrement.Il est fort probable que cette parole ne trouvera jamais d'oreille, et il sera de plus en plus difficile de mme vrifier si elle a effectivement t dite.Dans cette perspective, la performance de l'extrieur demeure un paradoxe.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.009 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.058 | 0.046 |
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".