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Record W4408751439 · doi:10.2458/jpe.8094

The reclamation and rematriation of <i>Tsē Zūl</i>: The <i>Tū Łídlīni Dena</i>'s story of the Faro Mine

2025· article· en· W4408751439 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Political Ecology · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIntellectual Property Law
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsBusiness

Abstract

fetched live from OpenAlex

Tū Łídlīni (Ross River) is a Kaska Dena village nestled at the confluence of the Ross and Pelly Rivers, in so-called Yukon, Canada. 70 km north of Tū Łídlīni, the lead-zinc Faro Mine was developed illegally on unceded Kaska traditional territory in 1969, in the region known as Tsē Zūl. Over the following three decades, Kaska peoples' objections to mining and their claims to land rights were ignored by several different mine owners and kuskāni (settler) governments. Despite this, Tū Łídlīni Kaska resisted the dispossession of their territory, questioned the contamination of their lands, fought for economic opportunities, and continued to steward the Tsē Zūl region. This collaboratively written article, based on a community research report, is rooted in Tū Łídlīni Dena Elders' stories of the injustices and resistance associated with the Faro Mine. These stories form a roadmap for a reclamation project that could and should include actions grounded in compensation, rematriation, and healing – a reclamation that moves beyond colonial, Western-science based solutions towards Kaska Dena visions for the future of Tsē Zūl.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.013
metaresearch head score (Gemma)0.036
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.665
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.036
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.002
Science and technology studies0.0030.005
Scholarly communication0.0000.001
Open science0.0030.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.038
GPT teacher head0.325
Teacher spread0.287 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it