Some Cultural and Historical Factors Influencing Rural Maori Tourism Development in New Zealand
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Rural Maori face more challenges when setting up businesses than their urban or non-Maori counterparts. New Zealand's colonial history provides an important context for Maori development, particularly in rural areas where the effects of the marginalisation created by colonial processes are still strongly evident. Within this context, a range of other factors comes into play. These are the cultural calls that rural M?ori have on their time, the ways in which cultural practices clash with commercial practice, the expectations that rural M?ori have of business development, the ways in which land ownership operates, and the historical factors that have left rural M?ori marginalised and in a position of trying to recover what they have lost. Infrastructural issues and geographic isolation also create challenges for rural people over and above the challenges experienced by urban dwellers, whether M?ori or non-Maori. Participatory Action Research; Maori Culture; business development; Rural development
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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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it