The illustrated press under siege: technological imagination in the Paris siege, 1870–1871
Bibliographic record
Abstract
ABSTRACT During the Franco-Prussian War, Paris was besieged by the Prussians from the middle of September 1870 until the end of January 1871. During most of the period, the main means of transportation – railways, roads, telegraph, bridges, etc. – were cut off by the Prussians. This article shows that, given the elimination of the main means of diffusion of news, some novel strategies were used to preserve a democratic distribution of information. An analysis of the content of four illustrated periodicals – The Illustrated London News and The Graphic in London and L'Illustration and Le Monde Illustré in Paris – shows that innovative methods involving such things as the balloon and the carrier pigeon were used to circulate news inside and outside the fortifications of Paris and beyond the surrounding Prussian army. The article also demonstrates that while this distribution had a different form from that occurring in normal situations, it did not prevent the papers from reaching a balance among the various issues related to the war and covered by their content.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.010 | 0.027 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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".