The B&B sector in Nova Scotia: Some preliminary evidence from Tripadvisor reviews
Bibliographic record
Abstract
The following paper examines small accommodations firms, specifically 190 B&B operations in Nova Scotia, Canada in terms of recent online reviews on Tripadvisor. In particular the paper initially provides an overview of the bed-and-breakfast (B&B) sector in terms of select characteristics. It then examines Tripadvisor reviewers’ ratings in terms of Tripadvisor’s six sub elements, overall star ratings provided by Tripadvisor itself, and B&B participation in a provincial-government tourism program and a national star-rating system for accommodations. The extent to which B&B owners/managers respond differentially to poor and terrible reviews relative to very good and excellent reviews is also considered. Relationships between B&B prices and Tripadvisor reviewer overall ratings, Tripadvisor star ratings, the reviewers’ rating of the six attributes, and tendency of owners/managers to respond to Tripadvisor are also examined. Lastly, implications of the findings for the B&B sector are discussed along with limitations to this study and directions for future research.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.006 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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".