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Record W2121586043

El proyecto residencial en baja altura como colonizador de la frontera urbana: Santiago de Chile en el último cuarto de siglo

2006· article· es· W2121586043 on OpenAlexaboutno aff
Mónica Bustos Peñafiel

Bibliographic record

VenueAmericanae (AECID Library) · 2006
Typearticle
Languagees
FieldSocial Sciences
TopicLatin American Urban Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMetropolitan areaTypologyLatin AmericansQuarter (Canadian coin)GeographyPhenomenonEconomic geographyEconomyHumanitiesWelfare economicsPolitical scienceEconomicsArchaeologyArt
DOInot available

Abstract

fetched live from OpenAlex

Chile es el país latinoamericano con mayor producción de vivienda pública. Dicha producción se caracteriza porque ha sido realizada principalmente bajo una misma tipología a través de diferentes versiones: la vivienda en baja altura, que determina un desarrollo urbano de rápido crecimiento, configurado principalmente por la agregación masiva y dispersa de paños residenciales en sus bordes. A partir del caso específico del área metropolitana de Santiago de Chile, el presente artículo1, realiza un acercamiento reflexivo a este fenómeno, analiza y da a conocer ciertas constantes morfo-tipológicas que han quedado plasmadas en la periferia de la ciudad en el último cuarto de siglo, como producto de la formación de una inmensa superficie habitacional de bajo costo. Centrados principalmente en el aumento edificatorio de esta tipología desde un análisis crítico del fenómeno, se han abordado los procesos de ocupación territorial desarrollados, producto de la construcción masiva, haciendo una valoración de su evolución tipológica como prototipo de los sectores más pobres y de los entornos habitacionales resultantes como consecuencia de la a ctual relación entre el sector constructor y las decisiones políticas a nivel de planificación y vivienda.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.145
Threshold uncertainty score0.289

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.001
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0100.001

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 head0.003
GPT teacher head0.274
Teacher spread0.271 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2006
Admission routes1
Has abstractyes

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