<i>Per dynamin</i> – <i>per energian</i>: Hrotsvit of Gandersheim’s knowledge of Greek
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
This paper investigates Hrotsvit of Gandersheim’s knowledge of Greek. It proceeds from three questions. First, what resources for learning Greek were available in tenth‐century Germany? Second, were there any figures in her ambit from whom she could have learned? (I suggest two: sisters Hadwig of Swabia and Gerberga II of Gandersheim.) And third, what evidence exists in Hrotsvit’s works that could indicate Greek competency? Taking her use of dynamis and energia as a test case, I conclude, based on the preponderance of the evidence, fundamental competence in Greek for Hrotsvit should be considered highly likely.
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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