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Record W7019783809

Indigenous food sovereignty: Amami memories of a time before capitalist food systems

2023· dissertation· en· W7019783809 on OpenAlexfundno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsFood sovereigntyIndigenousFoodwaysFood systemsSovereigntyTraditional knowledgeAgricultureNarrativeFood studies
DOInot available

Abstract

fetched live from OpenAlex

Within theoretical frameworks of Indigenous Food Sovereignty and Indigenous Decolonizing Sociology, this research explores the 30 Tokunoshima ‘elders’ memories of the changing foodways and food systems during their lifetimes. Tokunoshima, a UNESCO World Heritage Site since July 2021, is one of the Amami Islands, formerly part of the Ryukyu Kingdom, recognized as Indigenous by the United Nations, but not by Japan. Using a form of yarning specific to Tokunoshima, elders aged 60 to 95 storied their lifetime experiences of self-sustaining agriculture, changes occurring when post-WWII ration centers developed into grocery stores, and how changes in colonizer from Japan to the US to Japan again impacted regulation of their lands and lives and farming practices. My research examines how successive colonizers have changed their lives, identities, and foodways, constituting slow violence in the form of degraded land and increasing use of inorganic farming methods, slow poisoning of the rivers, oceans, and soils. Through historical sociological narrative, the thesis traces how Indigenous Food Sovereignty existed as a series of rules encased in rituals handed down over generations but have now become a series of rules encased in regulations and policies that are enacted without consultation, by the colonizers to their benefit. This is a story on how new rules surrounding food came to be the catalyst for change in food rituals on the island of Tokunoshima, a counter narrative to the dominant belief system that Indigenous peoples pursued convenience and thereby became dependent. Rather, loss of Indigenous Food Sovereignty is a side effect of a series of policy changes even on a fertile island peopled by hardworking agriculturalists.

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)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.027
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0180.025
Scholarly communication0.0040.009
Open science0.0010.009
Research integrity0.0020.006
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 head0.012
GPT teacher head0.169
Teacher spread0.157 · 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 designQualitative
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

Citations0
Published2023
Admission routes1
Has abstractyes

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