Bibliographic record
Abstract
Summary: Troisième et dernier volet d'une ambitieuse entreprise éditoriale, entamée en 2001 avec la parution de l'Atlas de la diffusion des cultes isiaques, et poursuivie en 2005 par le Recueil des inscriptions concernant les cultes isiaques, la Sylloge Nummorum Religionis Isiacae et Sarapiacae (SNRIS), éditée sous la direction de M. Laurent Bricault, propose l'analyse détaillée de l'ensemble des émissions monétaires à type isiaque connues, accompagnée d'une cinquantaine de cartes en couleur réunies en un copieux atlas ; ce volume est également doté d'une base de données sur CD réunissant les références de quelque 30 000 monnaies antiques, dont de très nombreux inédits, assorties de plus de 1 500 photographies. Grâce à ce Corpus fondamental, la communauté des chercheurs dans les sciences de l'Antiquité, les étudiants, et plus largement le public cultivé, disposent désormais d'un outil de travail incomparable.
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How this classification was reachedexpand
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 | 0.010 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".