The Logical Paradox of the Cultural Commodity: Selling an “Authentic” Afro-Brazilian Martial Art in Canada
Bibliographic record
Abstract
The examination of an Afro-Brazilian martial art, capoeira , offers a sport-tourism nexus in which to study authenticity discourses. This article, based on an ethnography of a capoeira group in Canada, exposes teachers’ representations of “authentic capoeira” as logical paradoxes. Teachers market what they know is neither original nor pure as “authentic” to take advantage of the expectations, desires, and economic resources of their Canadian students. In turn, students negotiate and accept sometimes-contra-dictory descriptions of real capoeira, fueled by their desire for fun, fitness, and proximity to a culture that is of another time and place. I suggest that authenticity discourses are critical to notions of multiculturalism in Canada, and are necessary components of the commoditization of culture.
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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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".