Bibliographic record
Abstract
El proyecto KWIECO Shelter House se encuentra ubicado en la comunidad de Moshi, Tanzania. Las arquitectas lo diseñaron tras emprender una exploración de varios años acerca el rol de la arquitectura en la mitigación de crisis sociales y evidenciando la necesidad de refugios para mujeres víctimas de violencia doméstica. En 2007 crearon la fundación Ukumbi para apoyar comunidades con pocos arquitectos y en el 2012 comenzaron la primera fase del proyecto en Moshi. Esta se compone de 9 habitaciones en torno a un patio central, fragmentado en volúmenes de hormigón con espacios exteriores cubiertos entre ellos para favorecer la actividad exterior y la libre circulación. La segunda fase será más grande pero construida con los mismos materiales y técnicas y proveyendo una segunda capa protectora para los residentes. A través del buen diseño, el proyecto logra transmitir un sentido de paz a sus residentes dándoles un sentimiento de dignidad.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".