Host Community Attitude Toward Trade-off Between Tourism Development and Environmental Conservation: A Case Study of Palau
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
Palau is home to one of the purest marine ecosystems in the Pacific Ocean; however, since 2015, Palau has suffered an economic decline due to the negative environmental effects of over- tourism. The island country is at the crossroads of stagnation and recovery. The community attitude towards the trade-off between tourism development and environmental conservation are critical for forging a tourism strategy. This research attempts to identify the attitudes, values and beliefs of the community and proposes an appropriate plan within the current tourism scenario. The method of in-depth interviews and secondary data analysis were applied using NVivo software. The results showed that there are different viewpoints between the residents and the government, but there is one aspect that everyone agrees on: the need to develop tourism strategy that runs parallel to environmental conservation by upgrading Palau’s tourism to provide a high-end product. This would ideally result in finding a balance between the needs of the host community and sustainable tourism in a win-win scenario.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 it