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Record W4415407494 · doi:10.36253/sdt-15298

Southern hospitality. In the Messina Strait Area, and throughout Southern Italy, widespread welcoming of migrants brings multiple benefits

2024· article· W4415407494 on OpenAlex
Alberto Ziparo

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

VenueScienze del Territorio · 2024
Typearticle
Language
FieldSocial Sciences
TopicMigration, Aging, and Tourism Studies
Canadian institutionsnot available
Fundersnot available
KeywordsStock (firearms)Quarter (Canadian coin)Consumption (sociology)TourismCultural heritageWorld heritage

Abstract

fetched live from OpenAlex

In Calabria and Sicily, as well as throughout Southern Italy, widespread consumption and degradation of the territory, in striking contrast to enduring landscape excellences, result in the huge dimensions of empty or unused housing heritage, at the top even compared to the sensational levels reached by this phenomenon on the national scale. If in Italy about a quarter of the housing stock is in fact empty, this share reaches 30% in Sicily and exceeds 40% in Calabria. This makes paradoxical not only the existence of local housing problems, but also the fact that migrants cannot find a home and often have to lie, in sub-human conditions, in improvised and precarious ‘welcome’ centres. Therefore, even more than in the rest of the country, in the Italian South, Sicily, Calabria and especially in the Messina Strait Area it appears urgent to make empty and often abandoned housing stock – and building heritage in general – available for the priceless human and social capital represented by the migrants. Those of them who intend to stay in these areas could actually contribute to local self-sustainable development actions promoted, today, by community planning practices together with the ordinary landscape and spatial planning instruments of the two Regions. This article explores such topics and illustrates some actions, also ‘grassroots’, through which we are trying to combine heritage reuse, social and cultural integration, and reterritorialization.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.269
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
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 head0.284
Teacher spread0.258 · 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