Chinese Perceptions of Seven Long-Haul Holiday Destinations: Focusing on Activities, Knowledge, and Interest
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
This study analyzes Chinese views of seven selected long-haul holiday destinations using secondary data from the 2008 China survey of the Global Tourism Watch market research program commissioned by the Canadian Tourism Commission. Results indicate that Mainland Chinese travelers considered “culture” and “nature”the most important activity/experience factors when considering taking a long-haul holiday trip. Further, findings indicate that there are significant differences in Mainland Chinese travelers' perceptions toward the long-haul holiday destinations regarding the best travel activities/experiences, knowledge about holiday opportunities, and interest in visiting each of the destinations in the next two years. This study demonstrates the competitiveness of the seven destinations and suggests destination or product differentiation strategies to increase consumer awareness and attract more Mainland Chinese travelers.
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 | 0.007 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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