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Record W4409967058 · doi:10.4995/eb.2025.23767

2017 - 2018. Bungalows los Manzanos, Oleiros, A Coruña, España

2025· article· es· W4409967058 on OpenAlexaff
CREUSeCARRASCO

Bibliographic record

VenueEN BLANCO Revista de Arquitectura · 2025
Typearticle
Languagees
FieldEnvironmental Science
TopicLand Use and Ecosystem Services
Canadian institutionsPricewaterhouseCoopers (Canada)
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Tres unidades para ocupar una parte llana del camping actual, en una zona próxima al río. Se plantean como viviendas temporales para vacaciones de unos 40 m2. La propiedad insiste en mantener su independencia de vistas, acceso y relación con el terreno, sirviendo de pauta para una ordenación que podría extenderse o trasladar a otras zonas con características similares. El diseño optimiza la construcción mediante la prefabricación y el uso, definiendo un rectángulo de 5x8 metros dividido por un eje central de acceso de 1,8 que es vestíbulo y cocina. Este espacio es una parte del camino de acceso a cada uno. Se cubre y desdibuja su interior-exterior mediante losas de suelo que se extienden como terrazas, carpinterías de vidrio y lucernario. A ambos lados se articulan dos piezas de estancia que son anillos de hormigón. Una, al oeste, contiene el salón-comedor-dormitorio, abierto al espacio central mediante correderas. La otra, al este, dormitorio principal y baño.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.424
Threshold uncertainty score0.822

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.4240.206

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 head0.007
GPT teacher head0.245
Teacher spread0.239 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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Same venueEN BLANCO Revista de ArquitecturaSame topicLand Use and Ecosystem ServicesFrench-language works237,207