Searching for a New Enterprise: Themed Tourism and the Re-making of One Small Canadian Community
Bibliographic record
Abstract
While many have explored fantasy-based and themed cities, relatively few consider these developments within small communities. This paper investigates the implications for fantasy-themed tourism development in one small community on the Canadian Prairies. Vulcan, Alberta was a product of the agricultural industry but economic hardships have threatened the community, leading to ongoing attempts to 'cash in' on the community's name in connection with the Star Trek television series. Three main features of this case of worldmaking are presented: (1) why and how this image/identity has been brought into the community; (2) how it has been contested and negotiated by visitors and locals; and (3) how this case helps develop our critical understanding of the implications of themed environments. In addition, a critical, interpretivist research methodology is presented as offering valuable insights into the making and re-making of communities through tourism.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.040 | 0.022 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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 source (direct Gemma or distilled Codex), 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".