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Record W6987180215

Shopping (&) Center: Sobre el consumo, la ciudad y los centros comerciales en Portugal y Europa

2012· article· es· W6987180215 on OpenAlexaboutno aff

Bibliographic record

VenueUVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid) · 2012
Typearticle
Languagees
FieldSocial Sciences
TopicUrbanism, Landscape, and Tourism Studies
Canadian institutionsnot available
Fundersnot available
KeywordsKingdomContext (archaeology)Quarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Resumen de la Tesis Doctoral Resumen de la Tesis Doctoral "Shopping (&) Center: sobre o consumo, a cidade e os centros comerciais em Portugal e na Europa‟‟, defendida por Miguel Farinha Dos Santos Da Silva Graça en el Instituto Universitario de Urbanística de la Universidad de Valladolid el 24 de mayo de 2011. Directores: Prof. Emérito Nuno Portas y Profª. Drª. María Castrillo Romón. Tribunal: Prof. Dr. Juan Luis de las Rivas Sanz, Profª. Drª. Helena Villarejo Galende, Prof.ª Drª Teresa Barata Salgueiro, Profª. Corinna Morandi y Prof. Dr. Ramón López de Lucio, defendida por Miguel Farinha Dos Santos Da Silva Graça en el Instituto Universitario de Urbanística de la Universidad de Valladolid el 24 de mayo de 2011. Directores: Prof. Emérito Nuno Portas y Profª. Drª. María Castrillo Romón. Tribunal: Prof. Dr. Juan Luis de las Rivas Sanz, Profª. Drª. Helena Villarejo Galende, Prof.ª Drª Teresa Barata Salgueiro, Profª. Corinna Morandi y Prof. Dr. Ramón López de Lucio.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.487
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0030.003
Scholarly communication0.0000.002
Open science0.0020.002
Research integrity0.0010.001
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 head0.014
GPT teacher head0.246
Teacher spread0.232 · 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; both teacher heads agree on what is shown here.

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
Published2012
Admission routes1
Has abstractyes

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Same venueUVaDOC UVaDOC University of Valladolid Documentary Repository (University of Valladolid)Same topicUrbanism, Landscape, and Tourism StudiesFrench-language works237,207