Bibliographic record
Abstract
L'attachement aux coutumes locales tient à tous les sentiments désintéressés, nobles et pieux. Quelle politique deplorable que celle qui en fait de la rébellion! Qu'arrive-t-il? Que dans tous les États où l'on détruit ainsi toute vie partielle, un petit État se forme au centre: dans la capitale s'agglomèrent tous les intérêts: là vont s'agiter toutes les ambitions: le reste est immobile. Les individus, perdus dans un isolement contre nature, étrangers au lieu de leur naissance, sans contact avec le passé, ne vivant que dans un présent rapide, et jetés comme des atomes sur une plaine immense et nivelée, se détachent d'une patrie qu'ils n'aperçoivent nulle part, et dont l'ensemble leur devient indifférent, parce que leur affection ne peut se reposer sur aucune de ses parties.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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; 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".