The Dark Side of Realized Hope: Hybridity Traces the Roots of Christian Intolerance
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
The so-called first Christian emperor, Constantine (often also called “the Great”),1 remains to this day an elusive and controversial figure in that there seems to be no consensus on whether his mark on Christianity was predominantly positive or negative: He continues to be revered as a saint and/or conscientious ruler by some, yet maligned as the corruptor of Christianity by others.2 Whatever opinion one may hold of him, Christians and, indeed, the whole Western world, still lie in his shadow because of the decisive influence that his policies and actions have had and continue to exert first on Christianity and then, also on the Western world at large. For this reason, I feel that there is always room for yet another study on a Constantinian topic that will hopefully shed a little more light on the various historical and, yes, also theological problems that Constantine and his legacy present to us.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| 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