Langage pour bases multidimensionnelles : OLAP-SQL
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
RESUME. Cet article presente un langage dedie aux bases de donnees decisionnelles implantees en relationnel OLAP. L'approche proposee permet de definir, de controler et de manipuler les donnees d'une base multidimensionnelle organisee en constellation. Ce langage repose sur l'extension multidimensionnelle du standard SQL. Le langage de definition permet de specifier simplement les composants (faits, dimensions, hierarchies) du schema multidimensionnel avec une abstraction complete des tables relationnelles. Le langage de controle permet de definir de maniere uniforme des droits sur tout ou partie du schema. Enfin, le langage de manipulation offre un mecanisme unique de consultation reposant sur l'extension de la commande SELECT. Notre langage OLAP-SQL fait l'objet d'un developpement base sur le SGBD Oracle 9i.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.013 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.004 |
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