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Record W2922276896 · doi:10.1177/0001839218817520

What Is Dead May Never Die: Institutional Regeneration through Logic Reemergence in Dutch Beer Brewing

2018· article· en· W2922276896 on OpenAlexfundno aff
Jochem Kroezen, Pursey Heugens

Bibliographic record

VenueAdministrative Science Quarterly · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicWine Industry and Tourism
Canadian institutionsnot available
FundersUniversity of Alberta
KeywordsCraftBrewingContext (archaeology)GermanIndustrial RevolutionSociologyHistoryLawPolitical science

Abstract

fetched live from OpenAlex

Through an in-depth, historically embedded study of the craft revolution in Dutch beer brewing that began in the 1970s, we illuminate how organizational fields may experience regenerative change through the reemergence of traditional arrangements. The remarkable resurgence of craft in this context, following the rapid industrialization of the twentieth century that left only industrially produced pilsner in its wake, serves as the basis of our process theory of regenerative institutional change through logic reemergence. The results of our qualitative analysis show that institutional logics that appear dead or decomposed may never truly die, as they leave remnants behind that field actors can rediscover, repurpose, and reuse at later stages. We show how, in the Netherlands, networks of individuals that had access to the remnants of craft brewing were regenerated, in part fueled by increasing exposure to British, Belgian, and German craft brewing, and how these networks ultimately succeeded in reviving traditional prescriptions for beer and brewing, as well as restoring previously abandoned brewery forms and technologies and beer styles. These activities led not only to a sudden proliferation of alternatives to the dominant industrial pilsner but also to fundamental changes in the meaning and organization of beer brewing, as they were associated with the reinvigoration of institutional orders that preceded those of the corporation and the market. Yet we also observe how, on the ground, remnants of traditional craft often needed to be blended with contemporaneous elements from modern industrialism, as well as foreign representations of craft, to facilitate reemergence. We thus argue that regenerative institutional change likely resembles a dualistic process of restoration and transformation.

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)0.005
metaresearch head score (Gemma)0.009
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 score0.057
Threshold uncertainty score0.113

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.024
Scholarly communication0.0090.011
Open science0.0020.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.069
GPT teacher head0.329
Teacher spread0.260 · 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

Citations134
Published2018
Admission routes1
Has abstractyes

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