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Record W4200432356 · doi:10.3389/fcomm.2021.749944

Safe Food, Dangerous Lands? Traditional Foods and Indigenous Peoples in Canada

2021· article· en· W4200432356 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueFrontiers in Communication · 2021
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsUniversity of WaterlooLakehead UniversityUniversity of British Columbia
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsIndigenousState (computer science)SovereigntyFood sovereigntyIntervention (counseling)Political scienceColonialismGeographyFood securityEnvironmental protectionBusinessEnvironmental ethicsLawEcologyMedicineArchaeology

Abstract

fetched live from OpenAlex

There is a deep and troubling history on Turtle Island of settler authorities asserting control over traditional foods, market-based and other introduced foods for Indigenous peoples. Efforts to control Indigenous diets and bodies have resulted in direct impacts to the physical, emotional, mental and spiritual well-being of Indigenous peoples. Food insecurity is not only a symptom of settler colonialism, but part of its very architecture. The bricks and mortar of this architecture are seen through the rules and regulations that exist around the sharing and selling of traditional or land-based foods. Risk discourses concerning traditional foods work to the advantage of the settler state, overlooking the essential connections between land and food for Indigenous peoples. This article explores the ways in which the Canadian settler state undermined and continues to undermine Indigenous food sovereignty through the imposition of food safety rules and regulations across federal, provincial, and territorial jurisdictions.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.345
Threshold uncertainty score0.861

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.040
GPT teacher head0.295
Teacher spread0.256 · 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