Bibliographic record
Abstract
This essay examines the practice of Filipino dance in Victoria, British Columbia, through the lens of transnationalism (Levitt & Glick Schiller 2004). Drawing on semi-structured interviews and participant observation with three Filipina Canadian dance teachers from the Sampaguita Dance Group of the Victoria Filipino Canadian Association (VFCA), the study explores how dance functions as a site of identity formation, community building, and cultural negotiation in the Canadian diaspora. The essay presents cases that resist the museumization of Philippine culture through embodied movement and asserts that Filipino dance in Lekwungen territory, also known as Victoria, is not merely a reproduction of tradition but a dynamic and creative process shaped by the movement of people, ideas, and memories across borders. By foregrounding the role of place, specifically the Philippine Bayanihan Community Centre in Vancouver Island, British Columbia, and the agency of Filipina women as cultural bearers, this essay highlights how transnational ties inform both the aesthetics and ethics of cultural performance.
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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 | 0.003 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.017 | 0.020 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".