Program Booklet of The 8th International Workshop on Systems, Signal Processing and their Applications
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
This is the Program Booklet of the event, WoSSPA’2013, held at Mazafran, Tipaza, nearby Algiers. The “Centre de Developpement des Technologies Avancees” (CDTA) in Algiers was the local co-organizer and main sponsor of the event. The main scientific and technical organizers of this event, in addition to myself (from Qatar University and University of Queensland, Australia), came from different parts of the world, including University of Rijeka, Croatia, “Ecole Polytechnique” of Algiers, and many others in Canada, USA, Ireland and France with the main contributors from CDTA being the Vice-Chair and the TPC liaison. This meeting represented the 27th Anniversary of WoSSPA, and the second time it was hosted in an African country. For more details, visit http://www.wosspa2013.org to view WoSSPA2013 or see directly wosspa2013 program on http://edas.info/p13125.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it