Bibliographic record
Abstract
La RFG fait son cinma N ous sommes en 2018, et qu'ils paraissent loin, dj, les temps pas si anciens 2012, lorsque la RFG tait classe rang 4 Fnege et rang 4 CNRS. Doucement mais srement, la revue tait pousse vers la sortie et donc la pr-retraite scientifique. Une revue de langue franaise, sans ambition internationale donc, quoi cela pouvait-il encore servir ? Sonne, K.O., prte tre descendue des plateaux de sono acadmiques par des revues d'associations plus belles et plus fortes qu'elle, la RFG n'avait plus qu' mditer les chansons d'Alain Souchon. Et se dire que dcidment, dans les arts, les affaires, comme les sciences, il arrive toujours un moment o on a fait son temps. Sauf avoir produit des chefs-d'oeuvres.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".