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Record W1138226223 · doi:10.5947/jeod.2015.007

Indigenous Cooperatives in Canada: The Complex Relationship Between Cooperatives, Community Economic Development, Colonization, and Culture

2015· article· en· W1138226223 on OpenAlexaffabout
Ushnish Sengupta

Bibliographic record

VenueJournal of Entrpreneurial and Organizational Diversity · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsInstitute for Christian StudiesUniversity of TorontoYork University
Fundersnot available
KeywordsColonizationIndigenousCommunity economic developmentBusinessEconomic growthLocal economic developmentIndigenous cultureEconomic geographyGeographyPolitical scienceEconomicsEcology

Abstract

fetched live from OpenAlex

This paper describes the intersection of the cooperative movement and Indigenous communities in Canada. The paper brings a lens of nation and race to an analysis of the cooperative movement in Canada, a perspective that has received limited attention in published literature. Cooperatives have had a dual role in Indigenous communities. The history of Indigenous cooperative development in Canada is inseparable from historical government colonization policies. In the current context, cooperatives have been utilized by Indigenous communities as a tool for economic and social development. Indigenous cooperatives demonstrate innovative combinations of “quadruple bottom line” business approaches, including financial, social, environmental and cultural goals. The extraordinary growth of Indigenous cooperatives in Canada, particularly in Inuit communities in the North, has also been supported by government policy implementation including financial and technical management support. A pan-Arctic comparison of government policies affecting development of cooperatives is provided as counter examples against the hypothesis of “cultural fit” between cooperatives and Indigenous communities. Ultimately, cooperatives are explained as an organizational form that can be co-opted for colonization or decolonization, capitalism or socialism, settler or Indigenous communities for their own specific purposes.

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 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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.433
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.081
GPT teacher head0.276
Teacher spread0.195 · 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 teacher head, not a consensus.

Study designObservational
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

Citations5
Published2015
Admission routes2
Has abstractyes

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