Territoire et actions collectives atikamekw nehirowisiwok dans l'espace médiatique québécois: légitimité politique ou persistance d'une vision coloniale?
Bibliographic record
Abstract
The reception by the media of Indigenous peoples' political actions raises the issues of the discourses and representations at work in the public space. This paper examines how the Atikamekw Nehirowisiw Nation, their territorialities and political actions are represented by French‐speaking written media in Quebec. What are the discourses mobilized to apprehend the issues related to their land claims and contestation? By mobilizing a corpus of newspapers' articles published between 2000 and 2015, this study underlines the coexistence of opposed discourses. On the one hand, a colonial conception remains, reinterpreting the legal and historical legitimacy of the Atikamekw occupation and claims on the territory. On the other hand, the presence and reproduction, particularly through the words of Indigenous leaders, of an accommodating discourse towards Atikamekw's political actions cannot be ignored. The cohabitation between these two discourses highlights different sets of representations, emphasizing the ongoing colonial imaginaries in Quebec .
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.011 | 0.011 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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".