The Jewelry from the Sanctuary of “Athena,” Stymphalos: Preliminary Findings
Bibliographic record
Abstract
Parmi les nombreux petits objets mis à jour lors de récentes fouilles au Sanctuaire d’ « Athéna » à Stymphale en Arcadie, figurent plus de 250 bijoux de la fin de l’époque classique et de l’époque hellénistique. Ces boucles d’oreilles, bagues, bracelets, broches et perles sont pour la plupart en bronze et en fer mais certains sont en argent et en or. Cet important groupe d’ex-voto nous permet non seulement d’étudier le sexe, la richesse et le statut de la population locale qui participait à ce culte, mais aussi de combler certaines lacunes chronologiques dans le développement stylistique des bijoux dans le nord-est du Péloponnèse.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".