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Record W4406095870 · doi:10.1080/24694452.2024.2440412

Rethinking Indigenous Hunting in National Parks

2025· article· en· W4406095870 on OpenAlexfundno aff
Madison Stevens, Kimberly L. Paul, Elizabeth Lunstrum, Termaine Edmo, Bruce D. Maxwell

Bibliographic record

VenueAnnals of the American Association of Geographers · 2025
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
FundersMontana State UniversityBoise State UniversityNational Park ServiceParks CanadaNational Science Foundation
KeywordsIndigenousGeographyEnvironmental planningEnvironmental resource managementPolitical scienceEcologyEconomics

Abstract

fetched live from OpenAlex

Designed to be “wilderness” spaces with minimal human impact, the establishment of national parks contributed to dispossessing Indigenous peoples from traditional territories across North America, preventing access to dwindling populations of wildlife essential to cultural and material well-being. With the systematic near extermination of buffalo during the nineteenth century and forcible relocation of Tribes onto reservations, Tribal food systems collapsed. Tribal Nations across the Great Plains are now restoring buffalo to support food sovereignty and political resurgence, while re-asserting a presence in national parks where Indigenous hunting remains prohibited. This article focuses on the Blackfoot-led Iinnii Initiative working to restore free-roaming buffalo (Bison bison) along the Rocky Mountain Front, supported by Glacier and Waterton Lakes National Parks. Recognizing Tribal rights to hunt buffalo in these parks would enable Tribal hunters to exercise practices that challenge the idea of national parks as wilderness. We coproduce this article as Blackfoot and non-Indigenous scholars and activists, drawing on interviews with restoration practitioners, Blackfoot knowledge holders, and park and other government officials to explore distinct narratives of what it would mean to enable Tribal hunting in national parks, with implications for food sovereignty, political resurgence, and wildlife management. We argue that openness within parks agencies to Indigenous hunting suggests a potential watershed moment for reimagining the role of people in parks. Through this, we examine important links between food sovereignty, political sovereignty, biodiversity conservation, and decolonization.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0150.022
Scholarly communication0.0060.006
Open science0.0010.007
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.037
GPT teacher head0.398
Teacher spread0.360 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations9
Published2025
Admission routes1
Has abstractyes

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