Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Successivement apprécié, critiqué, et oublié, Raymond Aron a toujours été difficile à classer au sein de la discipline des Relations internationales. Parmi les recensions récentes dont son oeuvre a fait l’objet, celle de Michael Doyle fait une proposition intéressante, en y voyant un réaliste constitutionnaliste. Notre contribution se propose d’approfondir cette piste en montrant qu’Aron est en fait un réaliste néoclassique avant la lettre. Après avoir rappelé les points communs qu’Aron partage avec le réalisme classique de Morgenthau et le néoréalisme de Waltz, cet article démontre les affinités à la fois ontologiques et épistémologiques entre l’internationaliste français et les réalistes néoclassiques nord-américains qui ignorent qu’ils ignorent Aron.
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.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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 it