Impacts of the peer-to-peer market on tourist accommodation on the Balearic Islands of Mallorca and Menorca
Why this work is in the frame
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Bibliographic record
Abstract
Using the Balearic Islands of Mallorca and Menorca as case studies, this research identifies the patterns of development in the peer-to-peer market for tourist accommodation in the islands. Characteristics of this market include the predominance of the supply of entire homes and the concentration of demand in a few accommodations, as well as the remarkable unequal spatial distribution in the existing urban structure and the aggravation of problems related to seasonality. Nevertheless, the different degree of maturity of each market differs in the two cases. The results show hotel occupancy suffers from the intensification of tourist housing, independent of hotel category, or of the growth of demand in the peer-to-peer market, while tourism employment increases. These results suggest the impacts are evident beyond some threshold of tourism market development.
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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 | 0.001 | 0.001 |
| 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 it