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Record W3017331003 · doi:10.3390/economies8020031

Strategic Alliances in Firm-Centric and Collective Contexts: Implications for Indigenous Entrepreneurship

2020· article· en· W3017331003 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.

Bibliographic record

VenueEconomies · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsFirst Nations University of CanadaUniversity of Regina
Fundersnot available
KeywordsIndigenousEntrepreneurshipRealmAllianceSustainabilityWork (physics)General partnershipKnowledge managementPublic relationsSociologyBusinessPolitical scienceEcologyEngineeringComputer science

Abstract

fetched live from OpenAlex

How might diverse and often conflicting knowledge and belief structures and practices be mobilized into legitimate approaches for people looking to address the need for heightened responsible and sustainable entrepreneurial action by business organizations; humanizing the role of business in development? To answer this question, we explore two previously unconnected but aligned streams of literature: (i) work on strategic business alliances in general (R1); and (ii) work on corporate/Indigenous community partnerships specifically (R2). A systematic literature search identified 300 papers on the topics in total. We selected 39 general and 23 Indigenous-specific papers for review using a guiding classification matrix to determine principal themes and concepts. Both streams of literature were reviewed, and an approach was developed to identify areas where the empirical observation of Indigenous partnerships provides a contribution to the theory and practice of Indigenous entrepreneurship within the realm of strategic alliance formation, and vice versa. The paper concludes with a discussion of dissimilarities in the two streams of literature and maps out avenues for future research into strategic alliances involving corporate responsibility and sustainability (CRS), approaches based on Indigenous belief and value systems, and Indigenous entrepreneurship.

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 score0.070
Threshold uncertainty score0.389

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 studies0.0000.000
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 head0.048
GPT teacher head0.246
Teacher spread0.198 · 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