Touristic cultural determinants in Canada based on the authorial route of cultural heritage in the Alberta province
Bibliographic record
Abstract
Important elements of the trail include its tourist development. It is of great importance in drawing in tourists to visit a particular attraction or region. It is a special element in the development of tourism space. It increases attractiveness of the reception area, similarly to catering or accommodation facilities. The created network of the tourist routes is considered as internal accessibility of the region. The trail that is well-organised and adapted to the conditions, allows for a wide selection of active forms of spending free time. The work focuses on the development of the cultural heritage trail in the province of Alberta (Canada). Based on the literature analysis, the trail was defined as a tourist attraction in itself. From the information received it was found that the tourist route is an inseparable part of the tourist product. An important element of the tourist trail is tourism development. The text emphasizes cultural aspect of the original route. The protected areas and the cultural heritage of the Indians have been characterised in particular. As part of the original route, the following were characterised: accommodation, catering, accompanying facilities and threats that may occur during the journey. Based on a review of the literature and the author’s route, the relation between local heritage and cultural tourism was inferred.
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.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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".