Ecole d'été : Arabic Codicology and Escorial Collection (Juillet 2015, Madrid) (date limite : 18 mai)
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
Ecole d'été : Arabic Codicology : The Islamic Handwritten Tradition and its Reception in El Escorial Collection du 20 au 24 juillet 2015, à Saint-Laurent de l’Escurial, Madrid. Organisatrice : Nuria Martínez de Castilla Muñoz. Intervenants principaux: François DÉROCHE (Collège de France), Adam GACEK (McGill University, Montréal) Date limite d'inscription : 18 mai Modalités : envoyer un CV d'une page et une lettre de motivation à : mss.arabicscript@gmail.com Frais d'inscriptions réduits po...
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.006 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.044 | 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