THE TASTE TRANSFORMATION RITUAL IN THE SPECIALTY COFFEE MARKET
Bibliographic record
Abstract
ABSTRACT Although the consumer culture field has addressed the role of ritual processes in consumption, no research has yet identified how connoisseur consumers, through ritual practices, establish and manipulate their distinction from other consumers. Drawing on key concepts from ritual theory, this research addresses the role played by ritual in connoisseurship consumption and consumers’ taste. In conducting an ethnographic study on connoisseurship consumption, the first author immersed himself in the North American specialty coffee context-Toronto, Montreal, Seattle, and New York-from August 2013 to July 2014. He used long interviews and participant observation to collect data, which was then interpreted using a hermeneutic approach. We introduce the taste transformation ritual, theorizing the process that converts regular consumers into connoisseur consumers by establishing and reinforcing differences between mass and connoisseurship consumption. We develop a broader theoretical account that builds on consumption ritual and taste formation.
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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 | 0.002 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".