Indigeneity, Festivals, and Indigenous Festivals
Bibliographic record
Abstract
Chapter 1 begins with a new (and ancient) festival creation story grounded in pre-contact Indigenous ceremonial and performance practices that may be considered to be festivals, such as the Midē’wiwin 'White Earth Scroll', the potlatch (Tloo-qua-nah) , and the corroboree It proceeds to survey and analyse the subsequent representation of Indigeneity in western festivals, fairs, and mega-events (such as Olympic ceremonies), theatre and arts festivals run by non-Indigenous peoples, destination festivals with and without Indigenous leadership or participation, Indigenous cultural festivals in Australia and the Pacific, and twenty-first-century Indigenous theatre festivals. The chapter’s focus is primarily on festivals in Aotearoa, Australia, the Pacific, and North America, and it pays particular attention to the contributions of key productions and trans-Indigenous collaborations to contemporary festival cultures, Indigenous and non-Indigenous. It ends by proposing that Indigenous festivals might productively be considered to provide an alternative creation story and festival paradigm to the competitive model of ancient Greece.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.009 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.003 |
| 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".