FROM NORTH TO SOUTH: THE ENVIRONMENTAL BENEFITS OF NORTH AMERICAN RESORTS
Bibliographic record
Abstract
The article promotes hotels and resorts that offer eco-initiatives. The experience of eco-oriented institutions in North America is considered, in particular, certification of construction according to international standards, safe materials in the interior and exterior, the use of secondary raw materials, energy saving, and leisure associated with interaction with nature is evaluated. The aim of the work is to determine typical eco-initiatives for resorts under consideration in the region, as well as to evaluate these initiatives and the overall impression of guests' stay in hotels and resorts. In particular, service, nature, leisure, rooms and exterior were evaluated. The frequency of positive customer reviews was calculated according to the specified criteria. It is determined that service has become an important and frequently mentioned criterion. An important criterion in choosing a resort is proximity to nature, for example, to a lake, forest, mountains. Having visited such places, guests often mention outdoor activities in reviews, for example, skiing, canoeing, cycling. It does not matter whether the hotel offers such entertainment, or whether the service for the provision of such services is located near to the resorts. When evaluating rooms, a large space, the presence of sound insulation, a comfortable bed and cleanliness are often distinguished. Exterior features are rarely mentioned. The paper carried out a comparative assessment of resorts in Canada, the USA and Mexico. Their features and advantages for tourists are indicated.
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 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".