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
Aegina’s patrai, family groups known from Pindar’s poetry, have long proved enigmatic. A recently published horos from Aegina, reading Ἀπόλλονος ⋮ Πατρ|όιο (“of Apollo Patroios”) provides key evidence about their role in archaic Aegina outside of epinician poetry. Rather than being an artifact of Athens’ control over Aegina in the fifth century BCE, this horos attests to a cult of Apollo that was patroios to a given patra, that is, entrusted to or otherwise proprietary to them. This interpretation joins other evidence for the patrai’s tutelary relationship with Aeginetan cults. Beyond the implications for the organization of cult on Aegina, the exclusivity of the patrai provides a contrasting view of kinship groups when juxtaposed with the better-understood Athenian examples and offers an opportunity to consider the institutional diversity of archaic Greece.
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 | 0.000 | 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) | 0.000 | 0.002 |
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