Aux origines de la nation algérienne. Mohamed Sadoun, Débâcle (2017)
Bibliographic record
Abstract
Selon l’expression de Kateb Yacine, à la fin du 19èmesiècle, l’Algérie n’était plus qu’un ensemble de tribus décimées. Les Français avaient dépossédé de leurs terres les habitants légitimes afin d’établir leurs villes et de faire prospérer leurs domaines. Le combat du jeune Emir Abdel Kader avait été âpre et courageux mais il avait dû se rendre et capituler devant les assauts ennemis. Tous ceux qui l’avaient suivi, se virent entraîner dans un maelstrom de souffrances et de privations jusqu’à la mort. Le livre de Mohamed Sadoun, Débâcle (2017) raconte à travers l’histoire d’une famille imaginaire un siècle soumis à de violents bouleversements qui devaient conduire à l’époque actuelle où la nation, après l’indépendance, est fondée sur la figure tutélaire de l’Emir.
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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 | 0.001 |
| Science and technology studies | 0.008 | 0.004 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".