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Record W4389082745 · doi:10.21892/2422085x.661

Tránsitos Perceptuales del Espacio Vivido en la Casa del Caribe Colombiano - Caso Ciudad de Sincelejo

2023· article· es· W4389082745 on OpenAlexaff
Angélica María Sierra Franco, Fabian Adolfo Bethoven Zuleta, Cristian José Lora Banquez

Bibliographic record

VenueProcesos Urbanos · 2023
Typearticle
Languagees
FieldSocial Sciences
TopicLatin American Urban Studies
Canadian institutionsLaurentian University
Fundersnot available
KeywordsHumanitiesPersonaGeographyArt

Abstract

fetched live from OpenAlex

Los espacios en los que las personas desarrollan su cotidianidad se constituyen en un reflejo de su propia identidad, otorgándole a estos valores íntimos que actúan de manera recíproca en la configuración de una identidad habitacional regional. Se reconoce la relación topofílica de las personas con los espacios, durante el proceso evolutivo de construcción del hábitat. Se exploran unidades habitacionales de diversas tipo/topologías, utilizando el método de los calificativos asociados, para determinar la percepción del hábitat. Los resultados muestran la descripción espacio-funcional de los cronotopos representativos de estas unidades, en desarrollo de categorías que ayudan a definir rasgos de identidad.

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)0.002
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.302
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.003
Science and technology studies0.0020.002
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.002

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 head0.019
GPT teacher head0.305
Teacher spread0.286 · 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.

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 routes1
Has abstractyes

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