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Record W4414855445 · doi:10.5465/annals.2024.0102

Another World Is Possible—It Is Already Here: A Review and Research Agenda on Alternative Organizing

2025· article· en· W4414855445 on OpenAlexaff
Devi Vijay, Héloïse Berkowitz, Benjamin Huybrechts, Luc K. Audebrand, Marcos Barros, Marianna Fotaki

Bibliographic record

VenueAcademy of Management Annals · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité Laval
FundersAgence Nationale de la Recherche
KeywordsGovernment (linguistics)Work (physics)Focus (optics)

Abstract

fetched live from OpenAlex

Amid multiple crises on a planetary scale, alternative organizing offers plural possibilities for reconfiguring societal relations and bringing into being a more livable world. Despite growing interest, the literature on alternative organizing remains fragmented, marked by a narrow and selective integration of disciplinary and geographic knowledge communities. This fragmentation leads to ambiguities and contradictions in concepts and theory development. To address these issues, we review 50 years of research on alternative organizing, following three steps. First, we map the genealogy of research on alternative organizing, identify its relations with institutional orders, and distinguish key perspectives. Second, we develop an integrative framework that (a) identifies three constitutive dimensions of alternative organizing—imaginaries, alterity, and subjectivities—and (b) synthesizes the processes, frictions, and outcomes for societal transformation. Drawing on this framework, we suggest avenues to attune to the ways alternative organizing unsettles dominant orders and cultivates the present and future, other-wise.

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)0.009
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.017
Threshold uncertainty score0.057

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.005
Science and technology studies0.0020.007
Scholarly communication0.0110.017
Open science0.0020.004
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0170.001

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 head0.258
GPT teacher head0.500
Teacher spread0.241 · 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 designTheoretical or conceptual
Domainnot available
GenreReview

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

Citations6
Published2025
Admission routes1
Has abstractyes

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