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
After his schooling, Synesius returned to Cyrene, where he established his reputation as a leading member of the local council. The works of Synesius include the Hymns, metaphysical poems written in the style of Greek lyric. They syncretistically include Hellenic and Christian ideas. The background and context of the Hymns is difficult to reconstruct. Their syncretistic Christian elements must be juxtaposed with the apparently pure religious Hellenism of his contemporaneous prose works; given this, there remains a certain ambiguity of religious outlook. Nevertheless, it is possible to delineate his essential position, which was based on a philosophical understanding of religion. The Hymns of Synesius are later Platonic metaphysical poems. Hymn 1, a paean to the intelligible world in which he expresses modes of thought and experience characteristic of Hellenic later Platonism, depends on imagery from the Chaldaean Oracles. In later hymns, Synesius harmonizes Hellenic religious thought and imagery with Christian doctrines such as the Trinity.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it