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Record W7048104971

Immigration of “quality of life” and partial exit: a study based on the cases of Mérida (Mexico) and Barcelona (Spain)

2018· article· es· W7048104971 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMagazine Portal Bibliotech Digital (Universidad Nacional de Colombia) · 2018
Typearticle
Languagees
FieldPhysics and Astronomy
TopicSuperconducting and THz Device Technology
Canadian institutionsnot available
Fundersnot available
KeywordsGentrificationTourismResidenceImmigrationWork (physics)Distribution (mathematics)GlobalizationGlobal city
DOInot available

Abstract

fetched live from OpenAlex

The cities of Mérida (Mexico) and Barcelona (Spain) are located in regions with strong tourism associated with their heritages, their climatic conditions and their coastal locations. In addition, they attract those living in neighboring countries with higher costs of living because of the better climate and the more affordable costs of living which permit a “great lifestyle”. Given these conditions, middle-class persons from the United Statesand Canada, in the case of Mexico, and from France, Germany and England or other EC countries, in the case of Spain, without work obligations in their country of origin (because they are retired or have some income), take up residence in these cities. As well, the development of off-site work and economic globalization has contributed to the increased mobility of businesses to other countries. These socio-economic factors along with a particular residential and tourist production strategy in these regions give rise tosituations of tourism, partial exit and immigration. Using various quantitative and qualitative methodologies, this article analyzes the characteristics and territorial distribution ofmiddle class international migrants in both cities as a starting point to study the impact of this phenomenon on gentrification and residential segregation. The results obtained in both cities are similar. Both cases deal with continuous growth, with the migration of middle classes increasing in importance and visibility, reinforcing and increasing the existing residential segregation in these cities.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.064
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.025
GPT teacher head0.273
Teacher spread0.248 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it