Général Louis LARRIEU, Histoire de la maréchaussée et de la gendarmerie, des origines à la quatrième République, Ivry-sur-Seine, Phénix Éditions et Service historique de la gendarmerie nationale, 2002, 729 p., 35 euros
Bibliographic record
Abstract
Dire que l'institution gendarmique fait partie des grandes oubliées de la recherche, va bientôt tenir lieu du propos convenu, peu en prise avec les réalités de terrain et de laboratoire. Le champ historiographique, en ce domaine, est en train de se modifier sensiblement, comme en témoignent ces trois publications, à deux mois d'intervalle. Elles proviennent de deux pôles d'initiatives, le Service historique de la Gendarmerie nationale, d'une part, créé en 1995, actuellement dirigé par le géné...
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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 | 0.006 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.007 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
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".