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Record W2107506921 · doi:10.1177/0018726713481634

Institutional complexity and logic engagement: An investigation of Ontario fine wine

2013· article· en· W2107506921 on OpenAlex
Maxim Voronov, Dirk De Clercq, CR Hinings

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

VenueHuman Relations · 2013
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsUniversity of AlbertaBrock University
Fundersnot available
KeywordsScripting languageInstitutional logicInterpretation (philosophy)Institutional theorySociologyCreativityEpistemologySocial psychologyComputer sciencePsychologySocial science

Abstract

fetched live from OpenAlex

We contribute to research on institutional complexity by acknowledging that institutional logics are not reified cognitive structures, but rather are open to interpretation. In doing so, we highlight the need to understand how actors engage with institutional logics and the creativity that such engagement implies. Using an inductive case study of the Ontario wine industry, we rely on the notion of scripts to explicate how actors engage with the aesthetic and the market logics that are entrenched in their field. Our findings reveal two scripts that are used to adhere to the aesthetic logic (farmer and artist) and one that is used to adhere to the market logic (business professional). We find that not only can actors enact two different scripts to adhere to an institutional logic, but also that flexible script enactment takes place within interactions with specific audiences. Thus, we found no unique match between particular logics and specific audiences, but rather that the aesthetic and the market logics, and their underlying scripts, are relevant in the interactions with each of the audience groups, albeit to varying degrees. These findings have important implications for research on institutional complexity.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.476
Threshold uncertainty score0.997

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 studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.084
GPT teacher head0.241
Teacher spread0.156 · 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