Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
espanolGano en 1996 el “Leon de Oro” en Venecia.En 2014 le conceden la “Medaille de Vermeil et d’Honneur de l’Academie d’Architecture”.En 2015 crea su propia escuela de arte y arquitectura, Confluenc.En 2015 le otorgan el Doctorate Honoris Causa of Architecture - Laval University, Quebec.En 2016 fue galardonada con el premio Jane Drew.En 2018 fue designada Comandante de la Orden Nacional del Merito (Francia). EnglishIn 1996 she was awarded with el “Leone de Oro” in Venice.In 2014 she was awarded with la “Medaille de Vermeil et d’Honneur de l’Academie d’Architecture”.In 2015 she founded her own school of art and architecture Confluence Institute.In 2015 she was awarded with the Doctorate Honoris Causa of Architecture - Laval University, Quebec.In 2016 she was awarded with the Jane Drew prize.In 2018 she was appointed Commander of Ordre National du Merite (France).
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it