Large tourism precincts in South-Western Europe – genesis, evolution and territorial impact
Bibliographic record
Abstract
Many coastal regions in the world have witnessed the de-naturalization of vast areas through the private development of large enclosed tourism resorts (i.e., tourism precincts). In emergent economies, this type of private tourism development aims at insulating the resort from the surrounding lack of amenities and safety; in South-Western Europe it aims at adding value to a specific kind of real estate in coastal areas. The purpose of this paper is to analyse the processes and forms of territorial occupation of these tourism precincts through a morphological methodology that identifies the significant changes on the structural patterns of coastal territorial occupation both through development and through its spatial externalities. Two main purposes drive the research, namely to reach an operational definition (i.e., ethos and spatial features) of tourism precinct in South-Western Europe and to assess the need of a specific territorial tool for the parts of the coastal area where this type of private tourism development tends to concentrate through individual settlements.
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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 | 0.001 | 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 | 0.001 |
| 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".