Jean Mesqui et Maxime Goepp, Le Crac des chevaliers. Histoire et architecture. Paris, Académie des Inscriptions et Belles-Lettres, 2018 (Collection Mémoires de l’Académie des Inscriptions et Belles-Lettres, 54). 462 pages, 890 illustrations.
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
Le Crac (de l’arabe karak, signifiant forteresse ou place forte) des chevaliers est emblématique de la présence militaire franque au Levant. Cet immense château, le plus beau du monde pour Lawrence d’Arabie, mais un os en travers de la gorge des musulmans selon le chroniqueur arabe Ibn al-Athîr, a été longuement fouillé par les archéologues et savamment étudié par les médiévistes depuis un siècle. La fascination qu’il exerce encore aujourd’hui se reflète par la fréquence des parutions à son ...
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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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