Bibliographic record
Abstract
Summary The main function of Hellenistic queenship is increasingly understood as contributing to the definition of thebasileus. 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, thebasilissatitle 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 theirbasilissatitles 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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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 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; a candidate call from one source (direct Gemma or distilled Codex), 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".