Deux notables bastiais de la fin du xixe siècle. Entre pouvoir économique et influence politique : Etienne-Louis Orenga (1818-1892) et Louis-Napoléon Mattei (1849-1907)
Bibliographic record
Abstract
Les vies d’Etienne-Louis Orenga et Louis-Napoléon Mattei nous plongent dans cette fin du xixe siècle, période charnière de transformations économiques et sociales, qui voient s’affirmer la République dans le pays. En Corse, face au puissant clan Bonapartiste, les premiers défenseurs de Marianne se recrutent dans les rangs de la bourgeoisie urbaine, notamment à Ajaccio et Bastia, surtout des commerçants et des industriels. Nos personnages sont à l’origine d’un nouveau profil d’hommes politiques qui s’imposent progressivement.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 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 source (direct Gemma or distilled Codex), 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".