Pouvoir, capacité d’agir et violence envers les femmes dans le travail journalistique en Irak
Bibliographic record
Abstract
En Irak, avec l'invasion américaine, l'entrée de femmes dans le travail journalistique a contribué à l'émergence de nouvelles formes de violence spécifique envers celles-ci. À partir de rapports d'organisations internationales, de recherches et de témoignages, l'auteur met en lumière les différents aspects de cette violence, dans une société où la tradition patriarcale, la mouvance islamiste et les conflits ethnoconfessionnels complexifient l'exercice de cette profession. Cependant, cette violence indique précisément l'acquisition par les Irakiennes travaillant dans le domaine journalistique de nouvelles formes de pouvoir, et même les transformations de la représentation de leur place dans l'espace public par les franges les plus traditionnalistes de la société irakienne.
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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 | 0.004 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.013 | 0.008 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 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".