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Record W2967047523 · doi:10.54104/nodo.v11n22.138

Formas estéticas de habitar: las tiendas de barrio como escenario social

2017· article· es· W2967047523 on OpenAlexaff
Augusto Solórzano

Bibliographic record

VenueREVISTA NODO · 2017
Typearticle
Languagees
FieldSocial Sciences
TopicLatin American Urban Studies
Canadian institutionsArtificial Intelligence in Medicine (Canada)
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

en Medellín, como en el resto de ciudades de Colombia, las tiendas de barrio son un escenario privilegiado para la interacción social en la vida cotidiana. Su proliferación en la cuidad configura un laboratorio en torno al espacio practicado, cuyos esquemas tipificadores favorecen los encuentros cara a cara, marcan las coordenadas de la intersubjetividad de la vida vecinal y configuran un modelo alternativo de cómo se humaniza el espacio, del tránsito entre lo dominante a lo apropiado, de lo mental a lo vivido y de la táctica a la estrategia. Una mirada culturalista que dialoga con la estética del habitar, reivindica el papel protagónico que tienen para la construcción de distintas socialidades, ritualidades y prácticas de intercambio cotidianas. Se exalta el valor como lugares apropiados construidos lejos de la oficialidad, la homogenización y los modelos abstractos concebidos por arquitectos y urbanistas.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.084
Threshold uncertainty score0.168

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0060.013
Scholarly communication0.0080.004
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.030
GPT teacher head0.365
Teacher spread0.334 · 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 designQualitative
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

Citations3
Published2017
Admission routes1
Has abstractyes

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Same venueREVISTA NODOSame topicLatin American Urban StudiesFrench-language works237,207