‘Going to Brazil’: transnational and corporeal movements of a Canadian‐Brazilian martial arts community
Bibliographic record
Abstract
Abstract In this article I use a case study of capoeira (an Afro‐Brazilian martial art/dance/game) in Canada to bring together sport and transnationality literatures. I show that understandings of transnationality can be extended through both investigating people born and raised in the North, since they play an important role in creating transnational spaces, and attending to the corporeal means that people deploy to connect to a homeland or ‘travel’ to a foreign country. Through adopting a particular racialized/ national style of movement, those who ‘stay put’ in the North can ‘move’ across ethnic boundaries, if not geopolitical borders. Real (international), imagined (virtual and emotional), and corporeal (embodied) ‘travel’ to Brazil are key experiences of the senior capoeirista (capoeira devotee). Sporting activities provide an exceptional window onto transnationality studies, given that ways of moving are fundamental to social, cultural and national identities.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.024 | 0.010 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".