Bibliographic record
Abstract
This paper textually investigates the alphabetical Apophthegmata Patrum, a text written in the late 5th or early 6th century CE that claims to record the sayings of the Egyptian Desert Fathers. The purpose of this investigation is to better understand the nature of Christian ascetic authority at this time as it moved from an oral to a written tradition. As this text bases its presentation of authority on sayings, or ‘words’, this paper will begin by focusing on a corpus of sayings which reveal how this text understands the power of ‘words.’ This text understands itself as enacting authority via words with the intention of transforming its readers. Once this paper has demonstrated this understanding, it will continue to outline a new understanding of the text’s contradictions: that ‘words’ must be prescribed based on an individual and their situation, thus rendering contradictions non-problematic. Therefore, self-analysis and self-prescription of ‘words’ became necessary to ascetics as ‘words’ became written and not performed by the Fathers themselves. This aspect of written ascetic authority also exists within the later systematic Apophthegmata Patrum and other ascetic writings, with differences occurring because of their perceived audiences.
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.
How this classification was reachedexpand
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".