Acknowledging the Māori cultural values and beliefs embedded in rongoā Māori healing
Bibliographic record
Abstract
An exploration of rongoā Māori (a system of Māori healing based on Māori cultural traditions) was conducted to ascertain the cultural values and beliefs of Māori, the Indigenous peoples of Aotearoa/New Zealand, that are related to Māori healing. A Kaupapa Māori approach utilising Māori cultural concepts throughout the research process guided the overall study design. Semi-structured narrative interviews were conducted in 2009 and 2010 with 17 rongoā Māori healers. The rourou Māori method of data analysis, a 3-step process created specifically for this project, was employed to analyse healers’ talk about the underlying concepts of rongoā Māori healing. Two key topics emerged: concepts of healing, and the focus of healing. The importance of acknowledging Māori cultural values and beliefs inherent within rongoā Māori healing concepts and the focus of healing is discussed.
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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 | 0.001 | 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 | 0.000 |
| 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".