Institutional work and institutional entrepreneurship in the Ontario craft beer industry
Bibliographic record
Abstract
Abstract This paper explores how Ontario’s craft brewers created new as well as disrupted and changed existing institutions at local and regional levels in the province’s beer industry. Using a relational economic geography framework and a markets-as-practices perspective, this study highlights the brewer’s collaborative and pro-social practices, showing how close inter-firm relations and engagement with local communities resulted in resource mobilization such as better access to financial capital and greater social capital, which mobilized public support for the industry, and ultimately which helped individual and collective institutional work efforts succeed. The findings are significant as they show how actors in the industry overcame the constraints imposed on them in an oligopolistic market dominated by multinational firms. It also posits craft brewers acted individually at a local scale as institutional entrepreneurs, revisiting criticisms around this concept. This research contributes to understanding how localized market actors can achieve broader institutional change and offers insights into the relationship between market practices and institutional work, including entrepreneurship in craft industries.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".