Why this work is in the frame
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Bibliographic record
Abstract
Summary The main function of Hellenistic queenship is increasingly understood as contributing to the definition of the basileus . The early Ptolemies produced the most peculiar version of the ‘sister queen’, known throughout the Near East as an ideological construct, but taken literally in Egypt from the time of Ptolemy II Philadelphos (285/282–246) and Arsinoe II Philadelphos (278/275–270), the ‘Sibling-Lovers’. The most famous example of a ‘virgin queen’ is Berenike, the daughter of Ptolemy III Euergetes and Berenike II, best known from the Kanopos Decree, which regulated her posthumous cult (238). Often understood as a merely honorary title for some or potentially all princesses in Alexandria, the basilissa title of unmarried girls has found little scholarly attention so far. Altogether, there are surprisingly few royal daughters for whom we have clear evidence: besides the aforesaid Berenike, her sister Arsinoe III (died 204) and previously Berenike (later known as Phernophoros, died 246), the daughter of the Philadelphoi. Claims that Arsinoe II or her sister Philotera had enjoyed the same status at the court of Ptolemy I Soter (323–282) cannot be substantiated, so that their basilissa titles should be explained by marriage with a king. The phenomenon of virgin queenship was thus of limited duration. It is best interpreted as a ramification of an emphatically endogamous royal dynasty: Ptolemy II and Ptolemy III pledged their most distinguished daughter to the future successor even before he had been chosen from among his brothers.
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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 | 0.000 | 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) | 0.001 | 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