Branding mountain destinations: The battle for “placefulness”
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 paper explores the potential influence and consequences of corpora te branding on mountain resort destinations. It examines the extent to which corporations emphasize “placefulness” in the branding of their tourism products and services, as well as the degree to which they intentionally match their brands with values held by other destination stakeholders. “Placefulness” refers to the relative extent to which corporate branding strategies reinforce a destination's “sense of place” The findings suggest that a corporate as opposed to a community approach to branding is emerging in many tourism destinations. This has resulted in some significant redefinition of destination identities to reflect the changing needs of markets and corporations. Probably the most apparent identity shift in mountain communities brought on by corporate influence has involved the repositioning of many areas from being ski resorts to becoming four season destination resorts.
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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 | 0.003 | 0.006 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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