La dialectique province-Paris dans la presse des départements : entre vie politique locale et réseaux nationaux d'opinion
Bibliographic record
Abstract
La circulation de l'information pendant la Révolution n'obéit pas à un simple schéma pyramidal, de la capitale vers la province. La distribution de la presse locale traduit d'abord l'influence culturelle ou économique de quelques villes. Diffusant une information essentiellement nationale, la presse tend, ensuite, à créer de nouveaux groupes qui se constituent autour des mêmes sensibilités idéologiques ou des mêmes intérêts de classes. Comment ces groupes s'articulent-ils entre eux ou avec la capitale, pour constituer un courant d'opinion nationale? Une vaste enquête nationale sur la distribution des nouvelles, entre la capitale et la province d'une part, entre les départements d'autre part, permettrait sans doute de mieux connaître les mécanismes de formation de l'opinion publique.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".