Challenge of the Yukon: Visual Identity & Subsurface Narratives in the Phantasmagoric Klondike
Bibliographic record
Abstract
La dynamique visuelle et politique propre au Yukon reflète un ensemble de tensions entre les parcs, la nature sauvage, le patrimoine national canadien, la gouvernance autochtone et l’extraction minière. En accordant une attention particulière à la législation minière et aux politiques foncières du territoire, cet essai introduit le concept d’« identité fantasmagorique » dans le but d’explorer les façons dont les collisions entre le contrôle visuel colonial et l’autodétermination autochtone créent activement les conditions propices à la perturbation visuelle et à l’action politique. Alliant les recherches archivistiques à l’analyse des interventions artistiques contemporaines, cette discussion sur la culture visuelle au Yukon démontre comment la marchandisation des lieux façonne les réalités matérielles actuelles tout en donnant naissance à une résistance communautaire créative et à des avenirs politiques collaboratifs.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.020 | 0.032 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| 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".