Bibliographic record
Abstract
Le numéro 14 de Mémoire(s), Identité(s) et Marginalité(s) dans le Monde Occidental Contemporain Cahiers du MIMMOC fait suite au colloque international « Qui gouverne dans les Amériques et en Europe ? » qui a eu lieu en novembre 2012 à la Maison des Sciences de l’Homme et de la Société (MSHS, Université de Poitiers) à l’initiative de Salah Oueslati. Quatre laboratoires de recherche ont collaboré à ce projet : le MIMMOC (Université de Poitiers), le CREA (Université Paris Ouest, Nanterre), ERIBIA (Université de Basse Normandie, Caen) et 3L. AM (Université du Maine, Le Mans). Quarante trois chercheurs français et étrangers ont participé à ce colloque. Ce second volume* comprend les travaux coordonnés par Salah Oueslati et réunit les textes présentés et rédigés en langue anglaise. * Volume 1 : Qui gouverne aux États-Unis et au Canada ?
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 | 0.008 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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; 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".