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Record W2789250443 · doi:10.1108/md-01-2017-0042

Inside out, outside in: “supporting members” in multi-stakeholder cooperatives

2018· article· en· W2789250443 on OpenAlex
Myriam Michaud, Luc K. Audebrand

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueManagement Decision · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCooperative Studies and Economics
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsNegotiationOriginalityStakeholderInclusion (mineral)BusinessPublic relationsValue (mathematics)Social capitalProcess (computing)Space (punctuation)MarketingKnowledge managementQualitative researchSociologyPolitical scienceComputer science

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to examine multi-stakeholder cooperatives (MSCs), a relatively new and understudied type of cooperative, by focusing on the impact of a new member status: the “supporting member.” Supporting members are included in the ownership structure, participate in the decision-making process and contribute to the share capital without being formally defined as users of the cooperative’s services, an important disruption to the traditional cooperative venture. Design/methodology/approach This paper is based on a qualitative study using in-depth interviews with 30 members (i.e. founders, managers, board members and employees) of 14 MSCs located in the Canadian province of Québec. Findings This study suggests that including supporting members in the cooperative venture impacts the three core features of cooperatives, which are traditionally user-owned, user-controlled and user-benefiting. Despite supporting members’ positive contributions to an MSC’s development and success, the inclusion of such members generates management challenges and organizational paradoxes. Social implications The inclusion of supporting members allows MSCs to become an experiment in “stakeholder democracy” and a space of negotiation between organizations, citizens and institutions, as MSCs represent and embody some of the community’s needs and desires. Originality/value This study constitutes an original contribution to paradox literature, as it describes the specific upward and downward spirals related to the inclusion of supporting members, highlights innovative responses to these paradoxes and extends understandings of cooperatives as hybrid organizations entangled in bundles of paradoxes.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.330
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.096
GPT teacher head0.308
Teacher spread0.212 · 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