Reconciliation within the National Rugby League: where art and sport intersect
Bibliographic record
Abstract
Annually, the National Rugby League (NRL) hosts a week of matches called the Indigenous Round that highlight Indigenous athletes’ contributions to RL and includes Indigenous ceremonies, designated speeches, merchandise, and player jerseys adorned with Indigenous art that are worn during the matches. It has been identified as part of reconciliation efforts between Indigenous and non-Indigenous peoples in Australia. In this paper, we use postcolonial theory and critical discourse analysis to closely examine six of the sixteen Indigenous Round jerseys produced by the NRL teams for the 2019 season, focusing on the use of sport merchandise as symbols of reconciliation, and assessing the practices of various NRL teams in employing (or not) Indigenous artists and utilizing Indigenous art and designs in the creation of the 2019 NRL Indigenous Round jerseys.
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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 | 0.012 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.028 | 0.048 |
| Scholarly communication | 0.017 | 0.011 |
| Open science | 0.002 | 0.016 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.004 | 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".