MétaCan
Menu
Back to cohort
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 OpenAlex
Mónica Bustos Peñafiel

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

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.371
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0010.003
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.003
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