La participation photographique des Inuit dans le développement touristique du parc national Tursujuq (Nunavik)
Bibliographic record
Abstract
Les paysages du Nunavik sont représentés par les images du tourisme national et international et non par le filtre des images inuit. La mondialisation et le pouvoir de l’image ne font qu’accroître le besoin de visibilité des territoires et des identités, mettant ici en vis-à-vis l’émergence de la photographie inuit avec les représentations iconographiques occidentales. À cela s’ajoute une démocratie participative à la proue de tous les projets d’aménagement. Ainsi, sur un territoire où l’on s’exprime en trois langues autochtones (l’inuktitut, le cri et le naskapi) auxquelles s’ajoutent le français et l’anglais, comment l’imagibilité inuit peut-elle devenir un outil de médiation paysagère dans un projet de parc national québécois?
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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 | 0.002 |
| 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 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".