The necessity of form and spatial content for defining “apocalypse” and “apocalyptic”
Bibliographic record
Abstract
The Semeia 14 definition of apocalypse defined apocalypses as a constellation of form, temporal content, and spatial content, but temporal content (particularly eschatological features) remains the dominant lens through which the genre of apocalypse and related texts are understood. Defining apocalypses primarily in terms of eschatology, however, narrows the definition of apocalypse and dismisses some texts that reflect non-eschatological features of apocalypses. Form and spatial content are often neglected in the examination of apocalypses and “apocalyptic” texts. When we pay attention to form and spatial content, along with temporal content, new horizons open for considering what may be considered apocalypse-like. Jubilees and the Gospel of John are presented as two examples of revelatory texts that reflect the form and spatial content of apocalypses.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.004 | 0.046 |
| Scholarly communication | 0.009 | 0.012 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".