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
Summary Dogmatic debates in early Christianity shaped philosophical discourse just as Greek philosophy offered the conceptual tools to engage and, accordingly to crystalize early Christian practice, into a formal system of belief. Thus, in the recently-published The Rise of Christian Theology and the End of Ancient Metaphysics , Johannes Zachhuber notes that “Patristic thought as a whole can be identified as a Christian philosophy.” Following suit – though not without nuance – this paper suggests treating Patristic scriptural exegesis as an exercise of speculative philosophy, as evidenced in Augustine’s interpretation of the figure of the cross at Eph 3.18, where the cross progressively becomes a simple yet compelling paradigm of divine manifestation. This paradigm can be framed according to Augustine’s mature articulation of the ‘ontological principle’ of manifestation in s. 165: “From the depth which you cannot see rises everything that you can see.” By engaging in scriptural exegesis, within a gestalt where Wisdom, sacred and profane alike, merge in the incarnate God manifest in Christ, Augustine articulates unprecedented philosophical principles.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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