Bibliographic record
Abstract
Cette étude porte sur la représentation de la répression des manifestants algériens le 17 octobre 1961 à Paris dans Le Sourire de Brahim, dans La Seine était rouge et dans Une nuit d’octobre. Nous insisterons sur les faits historiques mis en lumière dans ces romans franco-algériens et sur les procédés littéraires telle que la polyphonie qui dénoncent l’oubli et l’occultation de cette réalité historique par l’État français pendant et après la guerre d’Algérie. This study focuses on the fictional representation of the violent oppression by French police of Algerian demonstrators in Paris on October 17, 1961. Our objective is to examine the historical reality at the heart of three Franco-Algerian novels (Le Sourire de Brahim, La Seine était rouge and Une nuit d’octobre) and, in particular, their use of literary techniques such as polyphony to denounce the French state’s ‘oversight’ of institutional violence towards Algerians in France, specifically during and after the Algerian war of independence.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.010 | 0.007 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.000 | 0.002 |
| 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; 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".