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Record W4389923328 · doi:10.1177/23996544231221049

Architectures of discretion: Autohoteles and the fortified enclaves of Guatemala city

2023· article· en· W4389923328 on OpenAlexafffund
Kevin Lewis O’Neill

Bibliographic record

VenueEnvironment and Planning C Politics and Space · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsUniversity of Toronto
FundersUniversity of Toronto
KeywordsDiscretionMetropolitan areaMiddle classVisibilityClass (philosophy)Everyday lifeSociologyPolitical scienceHistoryGeographyLawComputer scienceArchaeology

Abstract

fetched live from OpenAlex

Autohoteles in Guatemala City are mid-market, pay-by-the-hour hotels designed for sexual encounters. Folding quietly into the landscape of Central America’s largest metropolitan region, these establishments provide middle-class Guatemalans with the opportunity to evade (even if only for an afternoon) the very regimes of surveillance that they have come to expect from fortified enclaves. Autohoteles have walls but no windows, guards but no guest books, and security booths but no surveillance cameras. They are one of the few places where the middle-class in Guatemala City pay not to be watched. Set against the increasing panopticism of everyday life in Central America, this essay engages the autohoteles of Guatemala City to understand an architectural form that minimizes rather than maximizes visibility, for the sake of discretion rather than discipline. It argues that these buildings evidence an intimate and necessary imbrication between the ‘inside’ and ‘outside’ of fortified enclaves.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.326
Threshold uncertainty score0.266

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.015
GPT teacher head0.258
Teacher spread0.243 · 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 teacher head, 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

Citations0
Published2023
Admission routes2
Has abstractyes

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